Linux常用知识点

命令

最常用

man 帮助(按q退出man)
ls
pwd 输出工作目录
cd
mkdir
find 和 locate
cp
mv 改名、移动
more
kill 使用ps进程ID,kill进程
sudo
passwd 更改密码

sudo su

查看日志:tail -n 100 catalina.out

复制文件:
sudo cp kaopurServer.war /opt/apache-tomcat-8.0.24/webapps/

查看目录
ll

cat /etc/passwd

cat -n song.txt

给sh脚本增加执行权限:chmod +x yourshfile.sh

mkdir kaopurServer

cd kaopurServer

tar -zxvf ../kaopurServer.tar.gz

sudo \cp -rf kaopurServer/* /opt/apache-tomcat-8.0.24/webapps/kaopurServer

rm -f index.jsp

rm -rf WEB-INF/

如此才会覆盖:
sudo \cp -rf kaopurServer/* /opt/apache-tomcat-8.0.24/webapps/kaopurServer

sudo tar -zxf /home/hl/apache-activemq-5.9.1-bin.tar.gz

cat activemq.xml

linux下载文件:
curl -O http://mirrors.hust.edu.cn/apache/tomcat/tomcat-8/v8.0.28/bin/apache-tomcat-8.0.28.tar.gz

curl -O -L http://dev.mysql.com/get/Downloads/MySQL-5.6/mysql-5.6.27.tar.gz

xshell中文乱码:修改Terminal的字符集

$ ps -ef|grep tfs

curl -o emqttd-centos64-0.13.0-beta-20151108.zip -L http://emqtt.io/downloads/centos

cat /etc/redhat-release

linux常用命令
在 Linux 中用的是正斜杠 (/),而不是您所熟悉的反斜杠 ()。反斜杠也用到了,但只是用来说明命令需要换行继续,这样可以提高比较长的命令的可读性。

ls -l 以长格式列出文件,包括文件大小、日期和时间、属性
ls -t 对文件以时间排序
ls -S 对文件以大小排序
ls -r 与一个排序开关组合起来使用,逆序排列。 ls -t 将最新的文件显示在列表的顶部。 ls -t 将最新的文件显示在底部。
ls -h 易读格式。使用 k、M、G 等来标识文件的大小,而不是以字节为单位。
ls -a 显示目录中所有的文件,包括隐藏文件

cp -R 递归地复制文件;当需要复制整个目录时会用到
cp -f 强制复制并覆盖已有的文件,不询问用户
cp -l 链接文件,而不是复制

使用 mv 命令来移动和重命名文件。这个命令的工作方式基本上与 DOS 中的 move 命令一样,不过它可以移动整个目录结构及所有文件。

cat
使用 cat 命令来查看文件的内容。它相当于 DOS 中的 type 命令。它将把文件的内容转储到另一个文件、屏幕或者其他命令。 cat 是concatenate 的简写,还可以将一系列的文件合并为一个大文件。

more
使用命令 more 可以以分页的方式查看文件。它基本上与 DOS 中的 more 命令相同。

less
less 命令也是用来查看文件,但是它支持上下滚屏以及在文档中进行文本搜索。

man
使用 man 命令来查看命令的文档。man 是 manual 的缩写。几乎每一个命令都有相应的文档。要深入了解 man ,请输入以下命令:

man man

info
info 命令与 man 命令类似,不过它提供了超链接文本,可以更方便地浏览文档。

curl -O -L http://dev.mysql.com/get/Downloads/MySQL-5.6/mysql-5.6.27.tar.gz

md5sum mysql-5.6.27.tar.gz

md5sum apache-tomcat-8.0.28.tar.gz

sudo tar -zxvf ~/apache-tomcat-8.0.28.tar.gz

sudo rm -r apache-tomcat-8.0.28/

/usr/apache-tomcat-8.0.28/webapps>sudo rm -r examples/

/usr>sudo rm -fr emqttd/

/home/hzg>sudo unzip emqttd-centos64-0.13.0-beta-20151108.zip -d /usr/

/usr/emqttd/bin>sudo ./emqttd console

/usr/emqttd/bin>./emqttd_ctl status

/opt/apache-tomcat-8.0.28/bin>ps -ef | grep tomcat

停止tomcat:
kill -9 2250

查看tomcat日志
/opt/apache-tomcat-8.0.28/logs>tail -n 50 catalina.out

curl -O -L http://download.redis.io/releases/redis-3.0.5.tar.gz

/home/hzg>sudo tar zxf redis-3.0.5.tar.gz -C /opt/

redis的java client
Jedis
lettuce
Redisson

/home/hzg>netstat -tnl | grep 3306

[root@instance-dqg4v0wr-3 ~]# du -sh
36K .

more /etc/passwd

lscpu

free -m

使用 su 或者 sudo -s 命令变为另一个用户
可以使用 whoami 命令来检查您当前有效的 id
可以使用 groups 命令找出您在什么组中

Linux 中的所有用户都存放于 /etc/passwd 文件中。您可以使用 more 命令来分页查看这个文件:
more /etc/passwd

who
功能:列出当前系统注册的用户
$who am i 列出当前系统使用者身份

ps
功能:显示后台进程的有关信息。单独使用ps将显示由
当前终端启动的后台进程的PID、终端号、进程已执行时间以及启动该进程的命令
语法:ps -options
参数说明:
-e:显示系统内当前运行的所有后台进程
-f:除ps所提供的信息外,还显示用户名、PPID(父进程ID)及启动时间
-l:除ps所提供的信息外,还显示 User ID, PPID 和进程优先级

kill
功能:杀死后台进程
语法:kill -num PID

find
功能:在一个或多个目录中查找符合指定条件的文件,
显示文件名或对这些文件进行特定的操作
语法:find path expression

find . –name ‘unix’ –print
find . –name ‘m*’ –exec ls –l {} ;
find . -perm 644 -mtime +4 –print

grep
功能:在文件或标准输入中搜索与指定格式相匹配的行
语法:grep [options] pattern [file1 file 2..]
grep –v mail .profile
grep “^a[0-9]z$” filename
grep a websm.log

vi

:w :保存当前文件
:x:保存当前文件并退出
:q:退出vi
:q! 放弃所做修改直接退出到shell
:q 不退出
ZZ / :x 如果需要保存则保存,之后退出到shell
:w newfile / :w!
:wq 先保存文件,再退出到shell
回车后进行命令模式
在命令模式按a(光标之后)/ A(光标所在行的最后) / i(光标处)/I(光标所在行的开头) / o / O ,进入文本输入模式
在文本输入模式下,按Esc,回到命令模式
末行模式,Ex转义模式: 在命令模式下按:进行末行模式,末行命令执行后自动回到命令模式

插入文本类命令

i :在光标前
I :在当前行首
a:光标后
r:替换当前字符

删除命令

x或X:删除一个字符,x删除光标后的,而X删除光标前的
ndd:删除当前行及其后n-1行
dd 删除当前行

搜索及替换命令

/pattern:从光标开始处向文件尾搜索pattern
?pattern:从光标开始处向文件首搜索pattern
:g/p1/s//p2/g:将文件中所有p1均用p2替换

P vs NP Problem

If it is easy to check that a solution to a problem is correct, is it also easy to solve the problem? This is the essence of the P vs NP question. Typical of the NP problems is that of the Hamiltonian Path Problem: given N cities to visit (by car), how can one do this without visiting a city twice? If you give me a solution, I can easily check that it is correct. But I cannot so easily (given the methods I know) find a solution.

Suppose that you are organizing housing accommodations for a group of four hundred university students. Space is limited and only one hundred of the students will receive places in the dormitory. To complicate matters, the Dean has provided you with a list of pairs of incompatible students, and requested that no pair from this list appear in your final choice. This is an example of what computer scientists call an NP-problem, since it is easy to check if a given choice of one hundred students proposed by a coworker is satisfactory (i.e., no pair taken from your coworker’s list also appears on the list from the Dean’s office), however the task of generating such a list from scratch seems to be so hard as to be completely impractical. Indeed, the total number of ways of choosing one hundred students from the four hundred applicants is greater than the number of atoms in the known universe! Thus no future civilization could ever hope to build a supercomputer capable of solving the problem by brute force; that is, by checking every possible combination of 100 students. However, this apparent difficulty may only reflect the lack of ingenuity of your programmer. In fact, one of the outstanding problems in computer science is determining whether questions exist whose answer can be quickly checked, but which require an impossibly long time to solve by any direct procedure. Problems like the one listed above certainly seem to be of this kind, but so far no one has managed to prove that any of them really are so hard as they appear, i.e., that there really is no feasible way to generate an answer with the help of a computer. Stephen Cook and Leonid Levin formulated the P (i.e., easy to find) versus NP (i.e., easy to check) problem independently in 1971.

Image credit: on the left, Stephen Cook by Jiří Janíček (cropped).   CC BY-SA 3.0

1
Problem Statement. Does P = NP? 

\( \mathcal{P} \) = {L | L = L(M) for some Turing machine M that runs in polynomial time}.

The notation \( \mathcal{NP} \) stands for “Nondeterministic Polynomial time”, since originally NP was defined in terms of nondeterministic machines (that is, machines that have more than one possible move from a given configuration).

To put it more briefly, \( \mathcal{P} \) is the set of easy decision problems. \( \mathcal{NP} \) is the class of decision problems for which it is easy to check the correctness of a claimed answer, with the aid of a little extra information. So we aren’t asking for a way to find a solution, but only to verify that an alleged solution really is correct.

In P are the problems where it’s easy to find a solution, and in NP are the problems where it’s easy to check a solution that may have been very tedious to find.

\(\huge \mathbf{\mathbb{P}} \subset \mathbf{\mathbb{NP}} \tt{?}\)

The crucial question related to P and NP is whether the subset relation is proper?

1
P ⊂ NP? 

很显然的是P类都属于NP类 (\( \displaystyle {\mathsf {P}}\subseteq {\mathsf {NP}} \)),这样问题就变成:是否某些NP类问题(比如旅行推销员问题)不存在多项式时间过程算法? 问题难在如何证明这一点?如何从逻辑上排除旅行推销员问题存在多项式时间过程算法的可能性?这跟黎曼假设的严格数学证明要排除临界线外有复零点的可能性一样困难。

复杂性范畴之间的包含关系:

\(\mathrm{LOGSPACE} \subseteq \mathbf{P} \subseteq \mathbf{NP} \subseteq \mathrm{PSPACE} \)
\(\mathrm{LOGSPACE} \subset \mathrm{PSPACE} \)

LOGSPACE ⊆ P ⊆ NP ⊆ PSPACE,用简单的对角化论证法能够证明 LOGSPACEPSPACE 的真子集,其余的包含关系是否为真包含关系?无人能够证明。

很多研究复杂性理论的专家都认为 P≠NP,Scott Aaronson 从哲学角度发表了他的看法:“如果P = NP,那么我们就会处于一个截然不同的世界中,创造性飞跃将失去其难能可贵的价值,解决一个问题和认识到问题有解没什么分别。任何一个能欣赏交响乐的人都能成为莫扎特,任何一个懂得数学证明的人都能成为高斯…”。(If P = NP, then the world would be a profoundly different place than we usually assume it to be. There would be no special value in “creative leaps,” no fundamental gap between solving a problem and recognizing the solution once it’s found. Everyone who could appreciate a symphony would be Mozart; everyone who could follow a step-by-step argument would be Gauss…)。按 Stephen Cook 在白皮书中的说法,如果P = NP,那么机器就能给出克雷数学研究所七大难题的形式化证明,尽管证明会很繁琐很冗长。( If P = NP, …. For example, it would transform mathematics by allowing a computer to find a formal proof of any theorem that has a proof of reasonable length, since formal proofs can easily be recognized in polynomial time. Such theorems may well include all of the CMI prize problems. Although the formal proofs may not be initially intelligible to humans, the problem of finding intelligible proofs would be reduced to that of finding a recognition algorithm for intelligible proofs. Similar remarks apply to diverse creative human endeavors, such as designing airplane wings, creating physical theories, or even composing music. The question in each case is to what extent an efficient algorithm for recognizing a good result can be found. This is a fundamental problem in artificial intelligence, and one whose solution itself would be aided by the NP-solver by allowing easy testing of recognition theories. )

在克雷数学研究所的官方资料中,此问题由 Stephen Cook (创造性地提出 NP-complete 概念并证明The satisfiability problem是NP-完全问题)作出权威解读。

相关的经典论文

数学元素

  • 图灵机(Turing Machine)
  • 可计算性
  • NP-完全:如果图论中的哈密顿回路有类似欧拉回路那样的多项式判定算法,则所有其它NP类问题也都能用多项式时间过程解决

NP-hard 问题

  • 哈密顿回路判定 (Hamiltonian Circuit )
  • 旅行推销员问题 (The Traveling Salesman problem)
  • 背包问题 (The Bin Packing problem)
  • 数独(Sudoku)

专家评论

  • Richard Karp: (Berkeley, unsure, P!=NP) My intuitive belief is that P is unequal to NP,but the only supporting arguments I can offer are the failure of all efforts to place specific NP-complete problems in P by constructing polynomial-time algorithms.I believe that the traditional proof techniques will not suffice. Something entirely novel will be required. My hunch is that the problem will be solved by a young researcher who is not encumbered by too much conventional wisdom about how to attack the problem.
  • Donald Knuth: (Retired from Stanford) It will be solved by either 2048 or 4096. I am currently somewhat pessimistic. The outcome will be the truly worst case scenario: namely that someone will prove “P=NP because there are only finitely many obstructions to the opposite hypothesis”; hence there will exists a polynomial time solution to SAT but we will never know its complexity!
  • Alexander Razborov: (Institute for Advanced Study) Well, this problem is (at the moment) very unique since we seem to be missing even the most basic understanding of the nature of its difficulty. Neither we currently have any ideas of what approach might turn out to be viable and lead us to the solution (or at least to a better understanding of the problem). All approaches tried so far probably (in some cases, provably) have failed. In this sense P=NP is different from many other major mathematical problems on which a gradual progress was being constantly done (sometimes for centuries) whereupon they yielded, either completely or partially. Perhaps, although, the key word in this difference is “century”, and the P=NP problem has simply not aged enough yet (by mathematical standards).
  • Bob Tarjan: (Princeton) In my view, there is no way to even make intelligent guesses about the answer to any of these questions. If I had to bet now, I would bet that P is not equal to NP. I estimate the half-life of this problem at 25 - 50 more years, but I wouldn’t bet on it being solved before 2100. Its solution will require unforeseen new techniques.
  • Avi Wigderson: (Institute of Advanced Study) I think this project is a bit premature. I think we know too little of what is relevant to even guess answers to your questions, certainly if “we” is replaced by “I.”The only thing I can definitely say, is that it is one of the most important and interesting questions ever asked by humans, and more people and resources should participate in filling up the holes that would allow better guesses of answers to your questions.
  • Andrew Yao(姚期智): It’s hard to say when the question will be resolved. I don’t have even an educated guess. Probably the resolution is that P is not equal to NP. I think the mathematical techniques used will be beautiful.
  • Scott Aaronson: Look, this question of whether P=NP, what can I say? People like to describe it as “probably the central unsolved problem of theoretical computer science.” That’s a comical understatement. P vs. NP is one of the deepest questions that human beings have ever asked. And not only that: it’s one of the seven million-dollar prize problems of the Clay Math Institute! What an honor! Imagine: our mathematician friends have decided that P vs. NP is as important as the Hodge Conjecture, or even Navier-Stokes existence and smoothness! (Apparently they weren’t going to include it, until they asked around to make sure it was important enough.) Dude. One way to measure P vs. NP’s importance is this. If NP problems were feasible, then mathematical creativity could be automated. The ability to check a proof would entail the ability to find one. Every Apple II, every Commodore, would have the reasoning power of Archimedes or Gauss. So by just programming your computer and letting it run, presumably you could immediately solve not only P vs. NP, but also the other six Clay problems. (Or five, now that Poincaré is down.) Well, we certainly believe P≠NP. Indeed, we don’t even believe there’s a general way to solve NP problems that’s dramatically better than brute-force search through every possibility. The central challenge any P≠NP proof will have to overcome is to separate the NP problems that really are hard from the ones that merely look hard.

观点

  • P vs. NP 问题的解决可能有赖于大幅度创新的证明技术
  • 堵丁柱 & 葛可一的《计算复杂性导论》前言:
    • 人们在七十年代开始对NP-完全问题的研究主要是横向发展,也就是以许多不同的计算模型来分析难解问题的本质。这些新的计算模型包括了平行计算模型、概率计算模型、布尔线路、判断树、平均复杂性、交互证明系统以及程式长度复杂性等等。对这些新的计算模型的研究一方面使我们对难解问题有了更深一层的认识,一方面也产生了一些预想不到的应用。最显著的一个例子就是计算密码学的革命性突破:基于 NP 问题的公钥密码体系。另一个有名的例子是线性规划的多项式时间解的发现。
    • 到了八十年代中,对NP-完全问题的研究有了纵向的突破,在许多表面看来并不相关的计算模型之间发现了深刻的刻划关系。这些刻划关系不但解决了几个令人困扰多年的未解问题,同时也刺激了其它相关领域的发展。其中之一是对线路复杂性的研究发现了一些问题在某种有限制的线路模型中必有指数下界。这些结果使用了组合数学与概率方法等新的数学工具,并且解决了一个有名的有关多项式分层的未解问题。另一个更重大的结果是以概率可验证明对 NP 类的刻划。由此得出了许多组合优化问题近似解的NP-完全性,从而刺激了算法界对近似算法研究的新热潮。这个结果来自于对交互证明系统这个概念的扩展,并且使用了线性代数与编码理论等数学证明技巧。
  • 1993年 RazborovRudich 证明的一个结果表明,给定一个特定的可信的假设,在某种意义下「自然」的证明不能解决 P vs NP 问题。这表明一些现在似乎最有希望的方法不太可能成功。随着更多这类的定理得到证明,该定理的可能证明有越来越多的陷阱要规避。
  • In 1994, Alexander Razborov and Steven Rudich discovered the natural proofs barrier, which explained why previous attempts to prove P ≠ NP had failed.
  • Razborov and Rudich then proved their main result: A natural proof of P ≠ NP would require a very comprehensive understanding of how easy-to-compute and hard-to-compute functions differ, and that knowledge could also fuel a fast algorithm for spotting easy-to-compute functions even if they’re superficially complicated. If complexity theorists had succeeded in a natural proof of P ≠ NP, they would have discovered a nearly infallible way to glance at an arbitrary truth table and determine whether the corresponding function had high or low circuit complexity — a much stronger and more general result than they had set out to prove.

Substring versus Subsequence

  • Substring : A pattern P is called a substring of Text T if the pattern appears in the Text in a continuous fashion.
  • Subsequence : A pattern P is called a subsequence of Text T if the pattern preserves the relative ordering of characters within the text T and it might not appear in a continuous fashion. e.g., the prime numbers are a subsequence of the positive integers.

  • Subsequence is a generalisation of substring, suffix, and prefix. Finding the longest string which is a subsequence of two or more strings is known as the longest common subsequence problem.

Example: The string “anna” is a subsequence of the string “banana”:

1
2
3
banana
|| ||
an na
  • Substring

A substring of a string is a prefix of a suffix of the string, and equivalently a suffix of a prefix. If one string is a substring of another, it is also a subsequence, which is a more general concept.

Example: The string “ana” is a substring (and subsequence) of banana at two different offsets:

1
2
3
4
5
banana
|||||
ana||
|||
ana

蘭亭集序

書法家王羲之所作

蘭亭序內容

永和九年,岁在癸(guǐ)丑。暮春之初,会于会(kuài)稽山阴之兰亭,修禊(xì)事也。群贤毕至,少长(zhǎng)咸集。此地有崇山峻岭,茂林修竹,又有清流激湍,映带左右,引以为流觞(shāng)曲水,列坐其次。虽无丝竹管弦之盛,一觞一咏,亦足以畅叙幽情。

是日也,天朗气清,惠风和畅。仰观宇宙之大,俯察品类之盛。所以游目骋(chěng)怀,足以极视听之娱,信可乐也。

夫(fú)人之相与,俯仰一世。或取诸怀抱,悟言一室之内; 或因寄所托,放浪形骸之外。虽趣(qǔ)舍万殊,静躁不同,当其欣于所遇,暂得于己,快然自足,不知老之将至; 及其所之既倦,情随事迁,感慨系之矣。向之所欣,俯仰之间,已为陈迹,犹不能不以之兴怀,况修短随化,终期于尽!古人云:“死生亦大矣”,岂不痛哉!

每览昔人兴感之由,若合一契,未尝不临文嗟悼,不能喻之于怀。固知一死生为虚诞,齐彭殇(shāng)为妄作。后之视今,亦犹今之视昔,悲夫!故列叙时人,录其所述,虽世殊事异,所以兴怀,其致一也。后之览者,亦将有感于斯文。


由林语堂翻译的英文版

Preface to the Poems Collected from the Orchid Pavilion

by Lin Yutang

It is the ninth year of Yonghe (A.C.353), also known as the year of Guichou in terms of the Chinese lunar calendar.

On one of those late spring days, we gather at the Orchid Pavilion, which is located in Shanyin County, Kuaiji Prefecture, for dispelling bad luck and praying for good fortune.

The attendees of the gathering are all virtuous intellectuals, varying from young to old.

Endowed with great mountains and lofty peaks, Orchid Pavilion has flourishing branches and high bamboo bushes all around, together with a clear winding brook engirdled, which can thereby serve the guests by floating the wine glasses on top for their drinking.

Seated by the bank of brook, people will still regale themselves right by poetizing their mixed feelings and emotions with wine and songs, never mind the absence of melody from string and wind instruments.

It is such a wonderful day, with fresh air and mild breeze. Facing upwards to the blue sky, we behold the vast immensity of the universe; when bowing our heads towards the ground, we again satisfy ourselves with the diversity of species.

Thereby we can refresh our views and let free our souls, with luxuriant satisfaction done to both ears and eyes. How infinite the cheer is!

People keep coming and going, and life soon rushes to its end. Some people prefer to share their proud aspiration and lofty goals with close friends indoors, while some others choose to follow their interest and free their minds wherever and whenever they like.

May characters vary from person to person, or some would rather stay peaceful while others like to live restlessly, they will all become delighted and satisfied once they meet something pleasant, so cheerful that they get unaware of their imminent old age.

However, when they get tired of their old fancies that they’ve already experienced, and sentiment correspondingly accompanies the change of situation, all sorts of complicated feelings will well up in the heart, too.

Isn’t it thought-provoking that the happiness we used to enjoy passes by without leaving a single trace, let alone that the length of life is subject to the fate, and death is inevitable for anybody in the end?

Just as some ancient man once put it, “Death also deserves our attention, like what life does.”, so how can we restrain ourselves from grieving?

Every time I ponder about the reasons why our predecessors would produce works with such inenarrable emotions, I find there seem some similarities between our minds.

Yet I cannot help lamenting their literary masterpieces while I am struggling for the very cause in my innermost world. Now I come to realize that it has been ridiculous for me to equate death with life, long life with short life.

The descendents view us just the way we look at our predecessors, and how woeful it is! Hence I write down all the names of the attendees and put their poetry into record.

Conditions may go with the changes of time, but people’s emotions shall stay the same. I believe the following readers will still have much to mediate about life and death when appreciating this poetry anthology.


General Service List

  1. 69975 the
  2. 39175 be
  3. 36432 of
  4. 28872 and
  5. 26800 a
  6. 26190 to
  7. 21338 in
  8. 20033 he
  9. 12458 have
  10. 11247 it
  11. 10790 that
  12. 9495 for
  13. 8555 they
  14. 8516 I
  15. 7289 with
  16. 7254 as
  17. 6976 not
  18. 6742 on
  19. 6164 she
  20. 5377 at
  21. 5307 by
  22. 5146 this
  23. 4931 we
  24. 4695 you
  25. 4389 do
  26. 4383 but
  27. 4371 from
  28. 4204 or
  29. 3560 which
  30. 3480 one
  31. 3062 would
  32. 3002 all
  33. 2903 will
  34. 2851 there
  35. 2793 say
  36. 2678 who
  37. 2378 make
  38. 2333 when
  39. 2218 can
  40. 2203 more
  41. 2199 if
  42. 2149 no
  43. 2132 man
  44. 2099 out
  45. 2035 other
  46. 1986 so
  47. 1965 what
  48. 1940 time
  49. 1895 up
  50. 1849 go
  51. 1816 about
  52. 1794 than
  53. 1790 into
  54. 1782 could
  55. 1773 state
  56. 1751 only
  57. 1698 new
  58. 1673 year
  59. 1618 some
  60. 1586 take
  61. 1577 come
  62. 1575 these
  63. 1531 know
  64. 1520 see
  65. 1512 use
  66. 1488 get
  67. 1430 like
  68. 1377 then
  69. 1361 first
  70. 1348 any
  71. 1315 work
  72. 1314 now
  73. 1307 may
  74. 1303 such
  75. 1270 give
  76. 1239 over
  77. 1225 think
  78. 1203 most
  79. 1179 even
  80. 1086 find
  81. 1077 day
  82. 1070 also
  83. 1070 after
  84. 1036 way
  85. 1030 many
  86. 1022 must
  87. 1021 look
  88. 1018 before
  89. 1018 great
  90. 1017 back
  91. 987 through
  92. 957 long
  93. 949 where
  94. 937 much
  95. 915 should
  96. 906 well
  97. 905 people
  98. 903 down
  99. 895 own
  100. 889 just
  101. 883 because
  102. 879 good
  103. 878 each
  104. 864 those
  105. 853 feel
  106. 853 seem
  107. 849 how
  108. 847 high
  109. 835 too
  110. 835 place
  111. 833 little
  112. 832 world
  113. 797 very
  114. 792 still
  115. 789 nation
  116. 784 hand
  117. 780 old
  118. 774 life
  119. 771 tell
  120. 768 write
  121. 768 become
  122. 761 here
  123. 755 show
  124. 745 house
  125. 731 both
  126. 730 between
  127. 723 need
  128. 719 mean
  129. 711 call
  130. 710 develop
  131. 707 under
  132. 705 last
  133. 704 right
  134. 703 move
  135. 702 thing
  136. 700 general
  137. 697 school
  138. 697 never
  139. 690 same
  140. 690 another
  141. 681 begin
  142. 680 while
  143. 678 number
  144. 672 part
  145. 668 turn
  146. 664 real
  147. 662 leave
  148. 660 might
  149. 654 want
  150. 645 point
  151. 639 form
  152. 639 off
  153. 638 child
  154. 634 few
  155. 632 small
  156. 629 since
  157. 627 against
  158. 614 ask
  159. 611 late
  160. 611 home
  161. 605 interest
  162. 605 large
  163. 601 person
  164. 600 end
  165. 596 open
  166. 590 public
  167. 589 follow
  168. 588 during
  169. 584 present
  170. 583 without
  171. 580 again
  172. 577 hold
  173. 568 govern
  174. 567 around
  175. 565 possible
  176. 564 head
  177. 563 consider
  178. 560 word
  179. 560 program
  180. 560 problem
  181. 552 however
  182. 552 lead
  183. 548 system
  184. 546 set
  185. 539 order
  186. 539 eye
  187. 538 plan
  188. 534 run
  189. 534 keep
  190. 534 face
  191. 534 fact
  192. 534 group
  193. 533 play
  194. 531 stand
  195. 529 increase
  196. 529 early
  197. 528 course
  198. 527 change
  199. 523 help
  200. 522 line
  201. 521 city
  202. 513 put
  203. 511 close
  204. 506 case
  205. 504 force
  206. 501 meet
  207. 501 once
  208. 501 water
  209. 498 upon
  210. 496 war
  211. 496 build
  212. 496 hear
  213. 496 light
  214. 495 unite
  215. 493 live
  216. 492 every
  217. 491 country
  218. 490 bring
  219. 490 center
  220. 489 let
  221. 488 side
  222. 487 try
  223. 486 provide
  224. 484 continue
  225. 482 name
  226. 481 certain
  227. 480 power
  228. 479 pay
  229. 473 result
  230. 473 question
  231. 471 study
  232. 468 woman
  233. 464 member
  234. 463 until
  235. 461 far
  236. 460 night
  237. 458 always
  238. 458 service
  239. 458 away
  240. 457 report
  241. 454 something
  242. 453 company
  243. 452 week
  244. 451 church
  245. 451 toward
  246. 451 start
  247. 449 social
  248. 445 room
  249. 443 figure
  250. 441 nature
  251. 440 though
  252. 438 young
  253. 437 less
  254. 434 enough
  255. 433 almost
  256. 432 read
  257. 426 include
  258. 424 president
  259. 423 nothing
  260. 419 yet
  261. 418 better
  262. 417 big
  263. 413 boy
  264. 412 cost
  265. 412 business
  266. 411 value
  267. 409 second
  268. 407 why
  269. 406 clear
  270. 405 expect
  271. 405 family
  272. 401 complete
  273. 401 act
  274. 401 sense
  275. 400 mind
  276. 399 experience
  277. 396 art
  278. 395 next
  279. 395 near
  280. 394 direct
  281. 393 car
  282. 393 law
  283. 387 industry
  284. 386 important
  285. 381 girl
  286. 379 god
  287. 378 several
  288. 377 matter
  289. 376 usual
  290. 373 rather
  291. 371 per
  292. 369 often
  293. 369 kind
  294. 369 among
  295. 368 white
  296. 365 reason
  297. 365 action
  298. 364 return
  299. 364 foot
  300. 360 care
  301. 360 simple
  302. 359 within
  303. 358 love
  304. 358 human
  305. 355 along
  306. 353 appear
  307. 353 doctor
  308. 353 believe
  309. 352 speak
  310. 351 active
  311. 351 student
  312. 350 month
  313. 349 drive
  314. 348 concern
  315. 348 best
  316. 348 door
  317. 346 hope
  318. 345 example
  319. 345 inform
  320. 344 body
  321. 344 ever
  322. 343 least
  323. 343 probable
  324. 343 understand
  325. 342 reach
  326. 340 effect
  327. 339 different
  328. 337 idea
  329. 337 whole
  330. 335 control
  331. 333 condition
  332. 333 field
  333. 333 pass
  334. 333 fall
  335. 332 note
  336. 332 special
  337. 332 talk
  338. 331 particular
  339. 330 today
  340. 329 measure
  341. 328 walk
  342. 328 teach
  343. 327 low
  344. 327 hour
  345. 326 type
  346. 326 carry
  347. 324 rate
  348. 324 remain
  349. 324 full
  350. 323 street
  351. 323 easy
  352. 323 although
  353. 321 record
  354. 321 sit
  355. 320 determine
  356. 315 level
  357. 313 local
  358. 312 sure
  359. 312 receive
  360. 311 thus
  361. 309 moment
  362. 308 spirit
  363. 308 train
  364. 308 college
  365. 307 religion
  366. 307 perhaps
  367. 306 music
  368. 306 grow
  369. 305 free
  370. 304 cause
  371. 302 serve
  372. 302 age
  373. 302 book
  374. 302 board
  375. 302 recent
  376. 301 sound
  377. 301 office
  378. 300 cut
  379. 299 step
  380. 297 class
  381. 297 true
  382. 297 history
  383. 296 position
  384. 296 above
  385. 295 strong
  386. 294 friend
  387. 293 necessary
  388. 292 add
  389. 292 court
  390. 291 deal
  391. 290 tax
  392. 289 support
  393. 286 party
  394. 286 whether
  395. 285 either
  396. 285 land
  397. 285 material
  398. 285 happen
  399. 285 education
  400. 284 death
  401. 284 agree
  402. 283 arm
  403. 282 mother
  404. 282 across
  405. 281 quite
  406. 281 anything
  407. 281 town
  408. 281 past
  409. 281 view
  410. 281 society
  411. 280 manage
  412. 280 answer
  413. 280 break
  414. 279 organize
  415. 277 half
  416. 276 fire
  417. 276 lose
  418. 275 money
  419. 275 stop
  420. 275 actual
  421. 274 already
  422. 274 effort
  423. 273 wait
  424. 273 department
  425. 273 able
  426. 272 political
  427. 271 learn
  428. 271 voice
  429. 269 air
  430. 269 together
  431. 269 shall
  432. 269 cover
  433. 269 common
  434. 268 subject
  435. 266 draw
  436. 265 short
  437. 265 wife
  438. 265 treat
  439. 263 limit
  440. 262 road
  441. 262 letter
  442. 260 color
  443. 260 behind
  444. 258 produce
  445. 258 send
  446. 258 term
  447. 257 total
  448. 256 university
  449. 254 rise
  450. 254 century
  451. 253 success
  452. 253 minute
  453. 251 remember
  454. 250 purpose
  455. 250 test
  456. 248 fight
  457. 247 watch
  458. 247 situation
  459. 246 south
  460. 246 ago
  461. 245 difference
  462. 245 stage
  463. 244 father
  464. 243 table
  465. 242 rest
  466. 242 bear
  467. 240 entire
  468. 240 market
  469. 240 prepare
  470. 240 explain
  471. 239 offer
  472. 239 plant
  473. 238 charge
  474. 238 ground
  475. 238 west
  476. 237 picture
  477. 237 hard
  478. 234 front
  479. 233 lie
  480. 232 modern
  481. 231 dark
  482. 230 surface
  483. 230 rule
  484. 230 regard
  485. 229 dance
  486. 229 peace
  487. 227 observe
  488. 227 future
  489. 227 wall
  490. 225 farm
  491. 225 claim
  492. 225 firm
  493. 223 operation
  494. 223 further
  495. 223 pressure
  496. 222 property
  497. 222 morning
  498. 222 amount
  499. 221 top
  500. 221 outside
  501. 221 piece
  502. 221 sometimes
  503. 220 beauty
  504. 220 trade
  505. 220 fear
  506. 220 demand
  507. 220 wonder
  508. 219 list
  509. 219 accept
  510. 218 judge
  511. 218 paint
  512. 217 mile
  513. 217 soon
  514. 215 responsible
  515. 214 allow
  516. 214 secretary
  517. 214 heart
  518. 213 union
  519. 213 slow
  520. 213 island
  521. 213 enter
  522. 213 drink
  523. 212 story
  524. 211 experiment
  525. 211 stay
  526. 210 paper
  527. 210 space
  528. 210 apply
  529. 209 decide
  530. 208 share
  531. 207 desire
  532. 207 spend
  533. 207 sign
  534. 206 therefore
  535. 206 various
  536. 206 visit
  537. 205 supply
  538. 205 officer
  539. 205 doubt
  540. 204 private
  541. 204 immediate collins merriam-webster
  542. 204 wish
  543. 204 contain
  544. 204 feed
  545. 204 raise
  546. 204 describe
  547. 203 ready
  548. 203 horse
  549. 202 son
  550. 202 exist
  551. 202 north
  552. 201 suggest
  553. 200 station
  554. 200 effective
  555. 199 food
  556. 199 deep
  557. 198 wide
  558. 197 alone
  559. 196 character
  560. 195 english
  561. 196 happy
  562. 196 critic collins merriam-webster
  563. 195 unit
  564. 195 product
  565. 195 respect
  566. 195 drop
  567. 195 nor
  568. 195 fill
  569. 194 cold
  570. 193 represent collins merriam-webster
  571. 193 sudden
  572. 192 basic
  573. 192 kill
  574. 191 fine
  575. 191 trouble
  576. 191 mark
  577. 191 single
  578. 190 press
  579. 189 heavy
  580. 189 attempt
  581. 189 origin collins merriam-webster
  582. 189 standard
  583. 188 everything
  584. 188 committee
  585. 188 moral
  586. 187 black
  587. 186 red
  588. 186 bad
  589. 186 earth
  590. 185 accord
  591. 185 else
  592. 185 mere
  593. 184 die
  594. 184 remark
  595. 184 basis
  596. 184 except
  597. 183 equal
  598. 183 east
  599. 183 event
  600. 183 employ
  601. 183 defense
  602. 183 smile
  603. 183 river
  604. 183 improve
  605. 182 game
  606. 181 detail
  607. 181 account
  608. 181 cent
  609. 181 sort
  610. 180 reduce
  611. 180 club
  612. 180 buy
  613. 180 attention
  614. 180 ship
  615. 179 decision
  616. 178 wear
  617. 178 inside
  618. 178 win
  619. 178 suppose
  620. 178 ride
  621. 177 operate
  622. 177 realize
  623. 177 sale
  624. 177 choose
  625. 177 park
  626. 177 square
  627. 176 vote
  628. 176 price
  629. 176 district
  630. 175 dead
  631. 175 foreign
  632. 175 window
  633. 175 beyond
  634. 174 direction
  635. 174 strike
  636. 174 instead
  637. 173 trial
  638. 173 practice
  639. 173 catch
  640. 172 opportunity
  641. 172 likely
  642. 170 recognize
  643. 170 permit
  644. 170 serious
  645. 170 attack
  646. 170 floor
  647. 168 association
  648. 168 spring
  649. 167 lot
  650. 167 stock
  651. 167 lack
  652. 167 hair
  653. 167 science
  654. 166 relation
  655. 166 profession
  656. 166 pattern
  657. 165 quick
  658. 164 medical
  659. 165 influence
  660. 165 occasion
  661. 165 machine
  662. 164 compare
  663. 163 husband
  664. 163 blue
  665. 163 international
  666. 162 fair
  667. 162 especially
  668. 162 indeed
  669. 162 imagine
  670. 162 surprise
  671. 162 average
  672. 161 official
  673. 161 temperature
  674. 161 difficult
  675. 160 sing
  676. 160 hit
  677. 160 tree
  678. 160 race
  679. 160 police
  680. 160 touch
  681. 159 relative
  682. 159 throw
  683. 159 quality
  684. 159 former
  685. 158 pull
  686. 157 chance
  687. 157 prove
  688. 157 argue
  689. 157 settle
  690. 156 growth
  691. 156 date
  692. 156 heat
  693. 155 save
  694. 155 performance
  695. 155 count
  696. 155 production
  697. 154 listen
  698. 152 main
  699. 154 pick
  700. 154 size
  701. 152 cool
  702. 152 army
  703. 152 patient
  704. 151 combine
  705. 151 summer
  706. 151 hall
  707. 151 slight
  708. 151 command
  709. 151 enjoy
  710. 151 length
  711. 150 proper
  712. 150 express
  713. 150 health
  714. 150 chief
  715. 149 evening
  716. 149 store
  717. 149 language
  718. 148 degree
  719. 148 lay
  720. 147 current
  721. 147 gun
  722. 147 dog
  723. 147 hotel
  724. 147 strange
  725. 147 separate
  726. 146 boat
  727. 146 fail
  728. 146 clean
  729. 146 dress
  730. 146 anyone
  731. 146 gain
  732. 146 pain
  733. 145 object
  734. 145 knowledge
  735. 145 depend
  736. 145 relate
  737. 145 below
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  739. 144 advance
  740. 144 shape
  741. 144 arrange
  742. 144 population
  743. 144 yes
  744. 144 sell
  745. 144 mention
  746. 144 dry
  747. 144 check
  748. 144 poet
  749. 143 sleep
  750. 143 join
  751. 143 hot
  752. 143 bed
  753. 143 electric
  754. 143 dream
  755. 142 due
  756. 142 season
  757. 142 manner
  758. 142 fit
  759. 142 left
  760. 141 progress
  761. 141 neither
  762. 141 strength
  763. 140 notice
  764. 140 finish
  765. 140 opinion
  766. 140 bill
  767. 140 western
  768. 140 truth
  769. 138 wrong
  770. 138 travel
  771. 138 suit
  772. 137 bank
  773. 137 exact
  774. 137 honor
  775. 137 brother
  776. 136 quiet
  777. 136 marry
  778. 136 corner
  779. 135 handle
  780. 135 danger
  781. 135 hospital
  782. 135 pool
  783. 135 promise
  784. 135 blood
  785. 135 shoot
  786. 135 scene
  787. 134 literature
  788. 134 arrive
  789. 134 film
  790. 133 base
  791. 133 freedom
  792. 133 bar
  793. 133 maybe
  794. 133 hang
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  796. 133 manufacture
  797. 132 frequent
  798. 132 rock
  799. 132 loss
  800. 131 burn
  801. 131 sun
  802. 131 audience
  803. 130 essential
  804. 130 glass
  805. 130 prevent
  806. 130 poem
  807. 130 poor
  808. 130 inch
  809. 129 song
  810. 129 skill
  811. 129 post
  812. 129 popular
  813. 129 radio
  814. 129 animal
  815. 128 conscious
  816. 128 worth
  817. 128 eat
  818. 128 election
  819. 128 faith
  820. 128 wave
  821. 128 murder
  822. 128 model
  823. 128 forget
  824. 127 extend
  825. 127 edge
  826. 127 distance
  827. 127 memory
  828. 127 recommend
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  830. 126 staff
  831. 126 leg
  832. 126 discussion
  833. 126 address
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  835. 125 dependent
  836. 125 ball
  837. 125 shake
  838. 125 frame
  839. 125 extreme
  840. 124 engineer
  841. 124 thick
  842. 124 comfort
  843. 124 latter
  844. 124 camp
  845. 124 oil
  846. 124 discover
  847. 124 examine
  848. 123 difficulty
  849. 123 tooth
  850. 123 middle
  851. 123 choice
  852. 123 refer
  853. 123 enemy
  854. 123 practical
  855. 122 marriage
  856. 122 bridge
  857. 122 declare
  858. 122 lady
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  860. 122 daily
  861. 122 afternoon
  862. 121 attend
  863. 121 director
  864. 121 balance
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  866. 121 capital
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  868. 120 block
  869. 120 citizen
  870. 119 mouth
  871. 119 hill
  872. 118 green
  873. 118 please
  874. 118 motor
  875. 118 agency
  876. 118 encourage
  877. 118 governor
  878. 117 worry
  879. 117 affair
  880. 117 shoulder
  881. 117 bright
  882. 116 mass
  883. 116 sample
  884. 116 pretty
  885. 116 repeat
  886. 115 roll
  887. 115 push
  888. 115 trip
  889. 115 council
  890. 115 clothe
  891. 115 parent
  892. 115 forward
  893. 114 sharp
  894. 114 straight
  895. 113 gas
  896. 113 weight
  897. 113 discuss
  898. 113 fix
  899. 113 load
  900. 112 master
  901. 112 whatever
  902. 112 round
  903. 112 rapid
  904. 112 laugh
  905. 111 finger
  906. 111 spot
  907. 110 propose
  908. 110 shop
  909. 110 broad
  910. 110 replace
  911. 110 reply
  912. 110 extent
  913. 109 lock
  914. 109 employee
  915. 109 ahead
  916. 109 sight
  917. 109 spread
  918. 109 wind
  919. 109 approve
  920. 109 destroy
  921. 108 none
  922. 108 pound
  923. 108 fame
  924. 108 importance
  925. 107 reflect
  926. 107 advantage
  927. 107 match
  928. 107 regular
  929. 107 wage
  930. 107 refuse
  931. 107 existence
  932. 106 hardly
  933. 106 perform
  934. 106 title
  935. 105 tend
  936. 105 exercise
  937. 105 thin
  938. 105 coat
  939. 105 bit
  940. 105 mountain
  941. 105 youth
  942. 104 behavior
  943. 104 newspaper
  944. 104 secret
  945. 104 ability
  946. 104 sea
  947. 104 soft
  948. 104 justice
  949. 104 reasonable
  950. 104 circle
  951. 104 solid
  952. 104 page
  953. 103 weapon
  954. 103 fast
  955. 103 representative
  956. 103 search
  957. 103 pure
  958. 103 escape
  959. 102 crowd
  960. 102 stick
  961. 101 telephone
  962. 101 avoid
  963. 101 garden
  964. 101 favor
  965. 101 news
  966. 101 unless
  967. 100 dinner
  968. 100 someone
  969. 100 signal
  970. 100 yard
  971. 100 ideal
  972. 100 warm
  973. 100 miss
  974. 100 shelter
  975. 100 soldier
  976. 99 article
  977. 99 cry
  978. 99 captain
  979. 99 familiar
  980. 99 seat
  981. 99 guest
  982. 98 weak
  983. 98 excite
  984. 98 king
  985. 98 everyone
  986. 98 wine
  987. 97 hole
  988. 97 duty
  989. 97 beat
  990. 97 perfect
  991. 97 bottom
  992. 97 compose
  993. 97 battle
  994. 97 expense
  995. 97 cattle
  996. 96 flow
  997. 95 kitchen
  998. 95 dust
  999. 95 bottle
  1000. 94 admit
  1001. 94 tear
  1002. 94 tire
  1003. 94 expression
  1004. 93 exception
  1005. 93 application
  1006. 93 belong
  1007. 93 rich
  1008. 93 failure
  1009. 93 struggle
  1010. 93 instrument
  1011. 93 variety
  1012. 93 narrow
  1013. 92 theater
  1014. 92 collection
  1015. 92 rain
  1016. 92 review
  1017. 92 preserve
  1018. 92 leadership
  1019. 91 clay
  1020. 91 daughter
  1021. 91 fellow
  1022. 91 swing
  1023. 91 thank
  1024. 90 library
  1025. 90 fat
  1026. 90 reserve
  1027. 89 tour
  1028. 89 nice
  1029. 89 warn
  1030. 89 ring
  1031. 89 bitter
  1032. 89 chair
  1033. 89 yesterday
  1034. 89 scientific
  1035. 88 flower
  1036. 88 wheel
  1037. 88 solution
  1038. 88 aim
  1039. 88 gather
  1040. 88 invite
  1041. 88 moreover
  1042. 88 fresh
  1043. 88 forest
  1044. 87 winter
  1045. 87 box
  1046. 87 belief
  1047. 87 ordinary
  1048. 87 impossible
  1049. 87 print
  1050. 87 gray
  1051. 87 taste
  1052. 87 lip
  1053. 87 speech
  1054. 87 reference
  1055. 86 stain
  1056. 86 connection
  1057. 86 otherwise
  1058. 86 stretch
  1059. 86 knife
  1060. 86 village
  1061. 86 blow
  1062. 85 mistake
  1063. 85 sweet
  1064. 85 shout
  1065. 85 divide
  1066. 85 guard
  1067. 85 worse
  1068. 85 exchange
  1069. 85 rare
  1070. 84 commercial
  1071. 84 request
  1072. 84 appoint
  1073. 84 agent
  1074. 83 dependence
  1075. 83 bird
  1076. 83 wild
  1077. 83 motion
  1078. 83 guess
  1079. 83 neighbor
  1080. 82 seed
  1081. 82 fashion
  1082. 82 loan
  1083. 82 correct
  1084. 81 plain
  1085. 81 mail
  1086. 81 retire
  1087. 81 opposite
  1088. 81 prefer
  1089. 81 safe
  1090. 81 evil
  1091. 81 double
  1092. 81 wood
  1093. 80 empty
  1094. 80 baby
  1095. 80 advise
  1096. 80 content
  1097. 80 sport
  1098. 80 lift
  1099. 80 literary
  1100. 80 curious
  1101. 80 tie
  1102. 80 flat
  1103. 80 message
  1104. 80 neck
  1105. 79 hate
  1106. 79 dirt
  1107. 79 delight
  1108. 79 trust
  1109. 79 nobody
  1110. 79 valley
  1111. 79 tool
  1112. 78 presence
  1113. 78 cook
  1114. 78 railroad
  1115. 78 minister
  1116. 78 coffee
  1117. 78 brush
  1118. 78 beside
  1119. 78 collect
  1120. 77 guide
  1121. 77 luck
  1122. 77 profit
  1123. 77 lord
  1124. 77 everybody
  1125. 77 prison
  1126. 77 cloud
  1127. 77 slave
  1128. 77 chairman
  1129. 76 soil
  1130. 76 distinguish
  1131. 76 introduce
  1132. 76 urge
  1133. 76 blind
  1134. 75 arise
  1135. 75 upper
  1136. 75 curve
  1137. 75 membership
  1138. 75 key
  1139. 75 entertain
  1140. 75 soul
  1141. 75 neighborhood
  1142. 74 friendly
  1143. 74 pair
  1144. 74 stone
  1145. 74 lean
  1146. 74 protect
  1147. 74 advertise
  1148. 74 mystery
  1149. 73 welcome
  1150. 73 knee
  1151. 73 jump
  1152. 73 snake
  1153. 73 stream
  1154. 73 avenue
  1155. 73 brown
  1156. 73 disease
  1157. 73 hat
  1158. 73 excellent
  1159. 72 formal
  1160. 72 snow
  1161. 72 sheet
  1162. 72 somehow
  1163. 72 unity
  1164. 72 sky
  1165. 72 rough
  1166. 72 smooth
  1167. 72 weather
  1168. 72 steady
  1169. 72 threaten
  1170. 72 depth
  1171. 71 oppose
  1172. 71 deliver
  1173. 71 ancient
  1174. 71 pray
  1175. 71 adopt
  1176. 71 birth
  1177. 71 appearance
  1178. 71 universe
  1179. 71 busy
  1180. 71 hurry
  1181. 71 coast
  1182. 71 forth
  1183. 70 smell
  1184. 70 furnish
  1185. 70 female
  1186. 70 hide
  1187. 70 wire
  1188. 70 proposal
  1189. 70 ought
  1190. 70 victory
  1191. 69 quarter
  1192. 69 engine
  1193. 69 customer
  1194. 69 waste
  1195. 69 fool
  1196. 69 intend
  1197. 69 intention
  1198. 69 desk
  1199. 69 politics
  1200. 69 passage
  1201. 69 lawyer
  1202. 68 root
  1203. 68 climb
  1204. 68 metal
  1205. 68 gradual
  1206. 68 hunt
  1207. 68 protection
  1208. 68 satisfy
  1209. 68 roof
  1210. 68 branch
  1211. 68 pleasure
  1212. 68 witness
  1213. 68 loose
  1214. 67 nose
  1215. 67 mine
  1216. 67 band
  1217. 67 aside
  1218. 67 risk
  1219. 67 tomorrow
  1220. 67 remind
  1221. 67 ear
  1222. 67 fish
  1223. 67 shore
  1224. 66 operator
  1225. 66 civilize
  1226. 66 being
  1227. 66 silent
  1228. 66 screen
  1229. 66 bind
  1230. 66 earn
  1231. 66 pack
  1232. 66 colony
  1233. 66 besides
  1234. 66 slip
  1235. 66 cousin
  1236. 66 scale
  1237. 66 relief
  1238. 66 explore
  1239. 66 stem
  1240. 65 brain
  1241. 65 musician
  1242. 65 defend
  1243. 65 bend
  1244. 65 somebody
  1245. 65 shadow
  1246. 64 mix
  1247. 64 smoke
  1248. 64 description
  1249. 64 fruit
  1250. 64 guilt
  1251. 64 yield
  1252. 64 sensitive
  1253. 64 salt
  1254. 64 pale
  1255. 64 sweep
  1256. 64 completion
  1257. 64 throat
  1258. 64 agriculture
  1259. 64 admire
  1260. 63 gentle
  1261. 63 dozen
  1262. 63 particle
  1263. 63 pleasant
  1264. 63 bay
  1265. 63 cup
  1266. 63 competition
  1267. 63 moon
  1268. 63 terrible
  1269. 63 strip
  1270. 63 mechanic
  1271. 63 shock
  1272. 63 conversation
  1273. 63 angle
  1274. 62 tall
  1275. 62 plenty
  1276. 62 star
  1277. 62 yellow
  1278. 62 sick
  1279. 62 thorough
  1280. 62 absolute
  1281. 62 succeed
  1282. 61 surround
  1283. 61 proud
  1284. 61 dear
  1285. 61 card
  1286. 61 lake
  1287. 61 breath
  1288. 61 afraid
  1289. 61 silence
  1290. 61 onto
  1291. 60 shoe
  1292. 60 somewhere
  1293. 60 chain
  1294. 60 slide
  1295. 60 copy
  1296. 60 machinery
  1297. 60 wake
  1298. 60 severe
  1299. 60 pocket
  1300. 60 bone
  1301. 59 honest
  1302. 59 freeze
  1303. 59 dictionary
  1304. 59 calm
  1305. 59 swim
  1306. 59 ice
  1307. 59 male
  1308. 59 skin
  1309. 59 crack
  1310. 59 rush
  1311. 59 wet
  1312. 58 meat
  1313. 58 commerce
  1314. 58 joint
  1315. 58 gift
  1316. 58 host
  1317. 58 suspect
  1318. 58 path
  1319. 58 uncle
  1320. 58 afford
  1321. 58 instant
  1322. 58 satisfactory
  1323. 58 height
  1324. 58 track
  1325. 58 confidence
  1326. 58 grass
  1327. 57 suggestion
  1328. 57 favorite
  1329. 57 breakfast
  1330. 57 apart
  1331. 57 chest
  1332. 57 entrance
  1333. 57 march
  1334. 57 sink
  1335. 57 northern
  1336. 57 iron
  1337. 57 alive
  1338. 57 ill
  1339. 57 bag
  1340. 57 disturb
  1341. 57 native
  1342. 57 bedroom
  1343. 57 violent
  1344. 57 beneath
  1345. 57 pause
  1346. 57 tough
  1347. 56 substance
  1348. 56 threat
  1349. 56 charm
  1350. 56 absence
  1351. 56 factory
  1352. 56 spite
  1353. 56 meal
  1354. 56 universal
  1355. 56 accident
  1356. 56 highway
  1357. 56 sentence
  1358. 56 liberty
  1359. 55 wise
  1360. 55 noise
  1361. 55 discovery
  1362. 55 tube
  1363. 55 flash
  1364. 55 twist
  1365. 55 fence
  1366. 55 childhood
  1367. 55 joy
  1368. 55 sister
  1369. 54 sad
  1370. 54 efficiency
  1371. 54 disappear
  1372. 54 defeat
  1373. 54 extensive
  1374. 54 rent
  1375. 54 comparison
  1376. 54 possess
  1377. 54 grace
  1378. 54 flesh
  1379. 54 liquid
  1380. 54 scientist
  1381. 54 ease
  1382. 53 heaven
  1383. 53 milk
  1384. 53 sympathy
  1385. 53 rank
  1386. 53 restaurant
  1387. 53 frequency
  1388. 53 angry
  1389. 53 shade
  1390. 53 accuse
  1391. 53 necessity
  1392. 53 knock
  1393. 53 loud
  1394. 53 permanent
  1395. 53 row
  1396. 53 lovely
  1397. 53 confuse
  1398. 52 gold
  1399. 52 frighten
  1400. 52 solve
  1401. 52 grave
  1402. 52 salary
  1403. 52 photograph
  1404. 52 advice
  1405. 52 abroad
  1406. 51 wound
  1407. 51 virtue
  1408. 51 dare
  1409. 51 queen
  1410. 51 extra
  1411. 51 attract
  1412. 50 numerous
  1413. 50 pink
  1414. 50 gate
  1415. 50 expensive
  1416. 50 shut
  1417. 50 chicken
  1418. 50 forgive
  1419. 50 holy
  1420. 50 wooden
  1421. 49 prompt
  1422. 49 crime
  1423. 49 sorry
  1424. 49 republic
  1425. 49 anger
  1426. 49 visitor
  1427. 49 pile
  1428. 49 violence
  1429. 49 steel
  1430. 49 wing
  1431. 49 stair
  1432. 49 partner
  1433. 49 delay
  1434. 49 gentleman
  1435. 48 pour
  1436. 48 confusion
  1437. 48 damage
  1438. 48 kick
  1439. 48 safety
  1440. 48 burst
  1441. 48 network
  1442. 48 resistance
  1443. 48 screw
  1444. 48 pride
  1445. 48 till
  1446. 47 hire
  1447. 47 verb
  1448. 47 preach
  1449. 47 clerk
  1450. 47 everywhere
  1451. 47 anyway
  1452. 47 fan
  1453. 47 connect
  1454. 47 egg
  1455. 47 efficient
  1456. 47 grain
  1457. 46 calculate
  1458. 46 drag
  1459. 46 opposition
  1460. 46 worship
  1461. 46 arrest
  1462. 46 discipline
  1463. 46 string
  1464. 46 harbor
  1465. 46 camera
  1466. 46 mechanism
  1467. 46 cow
  1468. 46 grand
  1469. 46 funny
  1470. 46 insurance
  1471. 46 reduction
  1472. 46 strict
  1473. 46 lesson
  1474. 46 tight
  1475. 45 sand
  1476. 45 plate
  1477. 45 qualify
  1478. 45 elsewhere
  1479. 45 mad
  1480. 45 interference
  1481. 45 pupil
  1482. 45 fold
  1483. 45 royal
  1484. 45 valuable
  1485. 45 whisper
  1486. 45 anybody
  1487. 45 hurt
  1488. 45 excess
  1489. 44 quantity
  1490. 44 fun
  1491. 44 mud
  1492. 44 extension
  1493. 44 recognition
  1494. 44 kiss
  1495. 44 crop
  1496. 44 sail
  1497. 44 attractive
  1498. 44 habit
  1499. 44 relieve
  1500. 44 wisdom
  1501. 44 persuade
  1502. 43 certainty
  1503. 43 cloth
  1504. 43 eager
  1505. 43 deserve
  1506. 43 sympathetic
  1507. 43 cure
  1508. 43 trap
  1509. 43 puzzle
  1510. 43 powder
  1511. 43 raw
  1512. 43 mankind
  1513. 43 glad
  1514. 43 blame
  1515. 43 whenever
  1516. 43 anxiety
  1517. 42 bus
  1518. 42 tremble
  1519. 42 sacred
  1520. 42 fortunate
  1521. 42 glory
  1522. 42 golden
  1523. 42 neat
  1524. 42 weekend
  1525. 42 treasury
  1526. 42 overcome
  1527. 42 cat
  1528. 42 sacrifice
  1529. 42 complain
  1530. 42 elect
  1531. 41 roar
  1532. 41 sake
  1533. 41 temple
  1534. 41 self
  1535. 41 compete
  1536. 41 nurse
  1537. 41 stuff
  1538. 41 stomach
  1539. 41 peculiar
  1540. 41 repair
  1541. 41 storm
  1542. 41 ton
  1543. 41 desert
  1544. 41 allowance
  1545. 41 servant
  1546. 41 hunger
  1547. 41 conscience
  1548. 41 bread
  1549. 41 crash
  1550. 40 tip
  1551. 40 strengthen
  1552. 40 proof
  1553. 40 generous
  1554. 40 sir
  1555. 40 tonight
  1556. 40 whip
  1557. 40 tongue
  1558. 40 mill
  1559. 40 merchant
  1560. 40 coal
  1561. 40 ruin
  1562. 40 introduction
  1563. 40 courage
  1564. 40 actor
  1565. 40 belt
  1566. 39 stir
  1567. 39 package
  1568. 39 punish
  1569. 39 reflection
  1570. 39 breathe
  1571. 39 anywhere
  1572. 39 amuse
  1573. 39 dull
  1574. 39 fate
  1575. 39 net
  1576. 39 fellowship
  1577. 39 fault
  1578. 39 furniture
  1579. 39 beam
  1580. 39 pencil
  1581. 39 border
  1582. 39 disappoint
  1583. 38 flame
  1584. 38 joke
  1585. 38 bless
  1586. 38 corn
  1587. 38 shell
  1588. 38 tempt
  1589. 38 supper
  1590. 38 destruction
  1591. 38 dive
  1592. 38 anxious
  1593. 38 shine
  1594. 38 cheap
  1595. 38 dish
  1596. 38 distant
  1597. 38 greet
  1598. 37 flood
  1599. 37 excuse
  1600. 37 insect
  1601. 37 ocean
  1602. 37 ceremony
  1603. 37 decrease
  1604. 37 prize
  1605. 37 harm
  1606. 37 insure
  1607. 37 verse
  1608. 37 pot
  1609. 37 sincere
  1610. 36 cotton
  1611. 36 leaf
  1612. 36 rub
  1613. 36 medicine
  1614. 36 stroke
  1615. 36 bite
  1616. 36 lung
  1617. 36 lonely
  1618. 36 admission
  1619. 36 stupid
  1620. 36 scratch
  1621. 36 composition
  1622. 36 broadcast
  1623. 36 drum
  1624. 36 resist
  1625. 36 neglect
  1626. 35 absent
  1627. 35 passenger
  1628. 35 adventure
  1629. 35 beg
  1630. 35 pipe
  1631. 35 beard
  1632. 35 bold
  1633. 35 meanwhile
  1634. 35 devil
  1635. 35 cheer
  1636. 35 nut
  1637. 35 split
  1638. 35 melt
  1639. 35 swear
  1640. 35 sugar
  1641. 35 bury
  1642. 35 wipe
  1643. 35 faint
  1644. 35 creature
  1645. 35 tail
  1646. 35 wealth
  1647. 34 earnest
  1648. 34 translate
  1649. 34 suspicion
  1650. 34 noble
  1651. 34 inquiry
  1652. 34 journey
  1653. 34 hesitate
  1654. 34 extraordinary
  1655. 34 borrow
  1656. 34 owe
  1657. 34 funeral
  1658. 34 ambition
  1659. 34 mixture
  1660. 34 slope
  1661. 34 criminal
  1662. 34 seldom
  1663. 34 map
  1664. 34 spin
  1665. 34 praise
  1666. 34 spare
  1667. 33 plow
  1668. 33 telegraph
  1669. 33 barrel
  1670. 33 straighten
  1671. 33 scarce
  1672. 33 lunch
  1673. 33 slavery
  1674. 33 creep
  1675. 33 sweat
  1676. 33 gay
  1677. 33 stiff
  1678. 33 brave
  1679. 33 seize
  1680. 33 convenient
  1681. 33 horizon
  1682. 33 moderate
  1683. 33 complicate
  1684. 33 dig
  1685. 33 curse
  1686. 33 weigh
  1687. 33 priest
  1688. 33 excessive
  1689. 33 quarrel
  1690. 32 widow
  1691. 32 modest
  1692. 32 dine
  1693. 32 politician
  1694. 32 custom
  1695. 32 educate
  1696. 32 salesman
  1697. 32 nail
  1698. 32 tap
  1699. 32 eastern
  1700. 32 possession
  1701. 32 satisfaction
  1702. 32 behave
  1703. 32 mercy
  1704. 31 scatter
  1705. 31 objection
  1706. 31 silver
  1707. 31 tent
  1708. 31 saddle
  1709. 31 wrap
  1710. 31 nest
  1711. 31 grind
  1712. 31 spell
  1713. 31 plaster
  1714. 31 arch
  1715. 31 swell
  1716. 31 friendship
  1717. 31 bath
  1718. 30 bundle
  1719. 30 grateful
  1720. 30 crown
  1721. 30 boundary
  1722. 30 nowhere
  1723. 30 asleep
  1724. 30 clock
  1725. 30 boil
  1726. 30 altogether
  1727. 30 lend
  1728. 30 holiday
  1729. 30 precious
  1730. 30 wander
  1731. 30 ugly
  1732. 30 reputation
  1733. 30 ticket
  1734. 30 pretend
  1735. 30 dismiss
  1736. 30 delicate
  1737. 29 despair
  1738. 29 awake
  1739. 29 tea
  1740. 29 FALSE
  1741. 29 fortune
  1742. 29 cap
  1743. 29 thread
  1744. 29 haste
  1745. 29 bare
  1746. 29 shirt
  1747. 29 bargain
  1748. 28 leather
  1749. 28 rail
  1750. 28 butter
  1751. 28 dot
  1752. 28 inquire
  1753. 28 warmth
  1754. 28 decisive
  1755. 28 vessel
  1756. 28 pity
  1757. 28 steam
  1758. 28 pin
  1759. 28 bound
  1760. 28 companion
  1761. 28 toe
  1762. 28 reward
  1763. 28 forbid
  1764. 28 wherever
  1765. 28 tower
  1766. 27 bathe
  1767. 27 lodge
  1768. 27 swallow
  1769. 27 multiply
  1770. 27 bow
  1771. 27 kingdom
  1772. 27 garage
  1773. 27 permission
  1774. 27 pump
  1775. 27 prevention
  1776. 27 urgent
  1777. 27 aunt
  1778. 27 zero
  1779. 27 idle
  1780. 27 fever
  1781. 27 christmas
  1782. 27 regret
  1783. 26 jaw
  1784. 26 soap
  1785. 26 pronounce
  1786. 26 empire
  1787. 26 bowl
  1788. 26 outline
  1789. 26 organ
  1790. 26 imitation
  1791. 26 caution
  1792. 26 mineral
  1793. 26 disagree
  1794. 26 blade
  1795. 26 trick
  1796. 26 treasure
  1797. 26 immense
  1798. 25 convenience
  1799. 25 disapprove
  1800. 25 destructive
  1801. 25 fork
  1802. 25 noon
  1803. 25 ownership
  1804. 25 tune
  1805. 25 polish
  1806. 25 poison
  1807. 25 shame
  1808. 25 loyalty
  1809. 25 cottage
  1810. 25 astonish
  1811. 25 shave
  1812. 25 feather
  1813. 25 sauce
  1814. 25 lid
  1815. 25 debt
  1816. 25 fade
  1817. 25 confess
  1818. 25 classification
  1819. 24 descend
  1820. 24 cape
  1821. 24 mild
  1822. 24 clever
  1823. 24 envelope
  1824. 24 invention
  1825. 24 sheep
  1826. 24 splendid
  1827. 24 stamp
  1828. 24 float
  1829. 24 brick
  1830. 24 rice
  1831. 24 businessman
  1832. 24 backward
  1833. 24 qualification
  1834. 24 artificial
  1835. 24 attraction
  1836. 24 lamp
  1837. 24 curl
  1838. 23 shower
  1839. 23 elder
  1840. 23 bunch
  1841. 23 bell
  1842. 23 steer
  1843. 23 flavor
  1844. 23 spit
  1845. 23 rob
  1846. 23 cream
  1847. 23 interrupt
  1848. 23 pen
  1849. 23 weave
  1850. 23 orange
  1851. 23 rescue
  1852. 23 crush
  1853. 23 humble
  1854. 23 fancy
  1855. 23 decay
  1856. 23 polite
  1857. 23 tribe
  1858. 22 bleed
  1859. 22 coin
  1860. 22 fond
  1861. 22 autumn
  1862. 22 classify
  1863. 22 omit
  1864. 22 loyal
  1865. 22 needle
  1866. 22 lessen
  1867. 22 complaint
  1868. 22 pad
  1869. 22 steep
  1870. 22 skirt
  1871. 22 curtain
  1872. 22 calculation
  1873. 22 laughter
  1874. 22 solemn
  1875. 22 grease
  1876. 22 interfere
  1877. 22 explode
  1878. 22 fasten
  1879. 21 flag
  1880. 21 resign
  1881. 21 postpone
  1882. 21 patience
  1883. 21 boast
  1884. 21 rope
  1885. 21 envy
  1886. 21 airplane
  1887. 21 rid
  1888. 21 shield
  1889. 21 veil
  1890. 21 kneel
  1891. 21 tray
  1892. 21 explosive
  1893. 21 brass
  1894. 21 taxi
  1895. 21 wax
  1896. 21 duck
  1897. 21 button
  1898. 21 invent
  1899. 20 remedy
  1900. 20 bush
  1901. 20 thunder
  1902. 20 weaken
  1903. 20 poverty
  1904. 20 scrape
  1905. 20 arrow
  1906. 20 tender
  1907. 20 cruel
  1908. 20 soften
  1909. 20 mouse
  1910. 20 hay
  1911. 20 anyhow
  1912. 20 alike
  1913. 20 circular
  1914. 20 juice
  1915. 20 shelf
  1916. 20 bake
  1917. 20 hatred
  1918. 20 cautious
  1919. 19 basket
  1920. 19 wreck
  1921. 19 width
  1922. 19 confident
  1923. 19 log
  1924. 19 heap
  1925. 19 suck
  1926. 19 ladder
  1927. 19 gap
  1928. 19 obey
  1929. 19 hut
  1930. 19 axe
  1931. 19 translation
  1932. 19 collar
  1933. 19 delivery
  1934. 19 reproduce
  1935. 19 confession
  1936. 19 pan
  1937. 19 prejudice
  1938. 19 voyage
  1939. 19 tobacco
  1940. 18 simplicity
  1941. 18 paste
  1942. 18 cake
  1943. 18 elephant
  1944. 18 ribbon
  1945. 18 harvest
  1946. 18 ashamed
  1947. 18 cave
  1948. 18 customary
  1949. 18 thief
  1950. 18 damp
  1951. 18 sew
  1952. 18 rust
  1953. 18 separation
  1954. 18 waiter
  1955. 18 pet
  1956. 18 straw
  1957. 18 upset
  1958. 18 towel
  1959. 18 refresh
  1960. 17 essence
  1961. 17 fur
  1962. 17 ambitious
  1963. 17 defendant
  1964. 17 daylight
  1965. 17 dip
  1966. 17 suspicious
  1967. 17 imaginary
  1968. 17 ash
  1969. 17 carriage
  1970. 17 educator
  1971. 17 saw
  1972. 17 stove
  1973. 17 rubber
  1974. 17 rug
  1975. 17 misery
  1976. 17 awkward
  1977. 17 rival
  1978. 16 roast
  1979. 16 deed
  1980. 16 preference
  1981. 16 explosion
  1982. 16 theatrical
  1983. 16 cultivate
  1984. 16 collector
  1985. 16 miserable
  1986. 16 wrist
  1987. 16 rabbit
  1988. 16 accustom
  1989. 16 tide
  1990. 16 insult
  1991. 16 thumb
  1992. 16 lump
  1993. 16 annoy
  1994. 16 toy
  1995. 16 heal
  1996. 16 shallow
  1997. 16 repetition
  1998. 16 soup
  1999. 15 whistle
  2000. 15 scenery
  2001. 15 apple
  2002. 15 offense
  2003. 15 cork
  2004. 15 ripe
  2005. 15 temper
  2006. 15 sore
  2007. 15 pinch
  2008. 15 diamond
  2009. 15 razor
  2010. 15 imaginative
  2011. 15 hook
  2012. 15 copper
  2013. 15 landlord
  2014. 14 influential
  2015. 14 rot
  2016. 14 hollow
  2017. 14 enclose
  2018. 14 harden
  2019. 14 wicked
  2020. 14 stiffen
  2021. 14 silk
  2022. 14 upright
  2023. 14 selfish
  2024. 14 stripe
  2025. 14 pig
  2026. 14 inward
  2027. 14 excellence
  2028. 14 rake
  2029. 14 purple
  2030. 14 hasten
  2031. 14 shorten
  2032. 14 applause
  2033. 14 ache
  2034. 14 apology
  2035. 14 knot
  2036. 14 nephew
  2037. 14 cushion
  2038. 14 drown
  2039. 14 nursery
  2040. 14 pint
  2041. 14 fierce
  2042. 13 imitate
  2043. 13 aloud
  2044. 13 gaiety
  2045. 13 robbery
  2046. 13 tighten
  2047. 13 perfection
  2048. 13 scorn
  2049. 13 whoever
  2050. 13 trunk
  2051. 13 wool
  2052. 13 sailor
  2053. 13 competitor
  2054. 13 moonlight
  2055. 13 deer
  2056. 13 bean
  2057. 13 everyday
  2058. 13 drawer
  2059. 13 disregard
  2060. 12 nowadays
  2061. 12 patriotic
  2062. 12 tin
  2063. 12 penny
  2064. 12 cage
  2065. 12 pardon
  2066. 12 lately
  2067. 12 offend
  2068. 12 coarse
  2069. 12 spoil
  2070. 12 horizontal
  2071. 12 sting
  2072. 12 ditch
  2073. 12 librarian
  2074. 12 meantime
  2075. 12 cough
  2076. 12 deaf
  2077. 12 sword
  2078. 12 messenger
  2079. 12 vain
  2080. 12 castle
  2081. 12 elastic
  2082. 12 comb
  2083. 12 rod
  2084. 11 widen
  2085. 11 sorrow
  2086. 11 inventor
  2087. 11 cliff
  2088. 11 umbrella
  2089. 11 interruption
  2090. 11 merry
  2091. 11 gallon
  2092. 11 conquest
  2093. 11 headache
  2094. 11 tailor
  2095. 11 bucket
  2096. 11 scent
  2097. 11 signature
  2098. 11 cart
  2099. 11 darken
  2100. 11 sometime
  2101. 11 applaud
  2102. 11 underneath
  2103. 11 hello
  2104. 11 pretense
  2105. 11 descent
  2106. 11 conquer
  2107. 11 framework
  2108. 11 confidential
  2109. 11 adoption
  2110. 11 disgust
  2111. 11 waist
  2112. 11 momentary
  2113. 11 receipt
  2114. 10 pearl
  2115. 10 ray
  2116. 10 lazy
  2117. 10 limb
  2118. 10 grammatical
  2119. 10 beast
  2120. 10 monkey
  2121. 10 jewel
  2122. 10 persuasion
  2123. 10 obedience
  2124. 10 sock
  2125. 10 vowel
  2126. 10 hammer
  2127. 10 inn
  2128. 10 chimney
  2129. 10 dissatisfaction
  2130. 10 annoyance
  2131. 10 ornament
  2132. 10 honesty
  2133. 10 outward
  2134. 10 sharpen
  2135. 10 handkerchief
  2136. 9 greed
  2137. 9 heavenly
  2138. 9 thirst
  2139. 9 niece
  2140. 9 spill
  2141. 9 loaf
  2142. 9 wheat
  2143. 9 worm
  2144. 9 secrecy
  2145. 9 rude
  2146. 9 heighten
  2147. 9 flatten
  2148. 9 loosen
  2149. 9 cheese
  2150. 9 rivalry
  2151. 9 royalty
  2152. 9 discontent
  2153. 9 complication
  2154. 9 fright
  2155. 9 indoor
  2156. 9 flour
  2157. 9 actress
  2158. 8 congratulation
  2159. 8 ounce
  2160. 8 fry
  2161. 8 everlasting
  2162. 8 goat
  2163. 8 ink
  2164. 8 disappearance
  2165. 8 reproduction
  2166. 8 thicken
  2167. 8 avoidance
  2168. 8 spoon
  2169. 8 strap
  2170. 8 deceive
  2171. 7 lengthen
  2172. 7 revenge
  2173. 7 correction
  2174. 7 descendant
  2175. 7 hesitation
  2176. 7 spade
  2177. 7 basin
  2178. 7 weed
  2179. 7 omission
  2180. 7 old-fashioned
  2181. 7 bicycle
  2182. 7 breadth
  2183. 7 photography
  2184. 7 coward
  2185. 7 mat
  2186. 7 rejoice
  2187. 7 cheat
  2188. 7 congratulate
  2189. 7 discomfort
  2190. 7 enclosure
  2191. 7 attentive
  2192. 7 paw
  2193. 6 overflow
  2194. 6 dissatisfy
  2195. 6 multiplication
  2196. 6 whichever
  2197. 6 tidy
  2198. 6 bribe
  2199. 6 mend
  2200. 6 stocking
  2201. 6 feast
  2202. 6 nuisance
  2203. 6 thorn
  2204. 6 tame
  2205. 5 inclusive
  2206. 5 homemade
  2207. 5 handwriting
  2208. 5 chalk
  2209. 5 sour
  2210. 5 slippery
  2211. 5 procession
  2212. 5 ripen
  2213. 5 jealous
  2214. 5 jealousy
  2215. 5 liar
  2216. 5 homecoming
  2217. 5 barber
  2218. 5 whiten
  2219. 5 berry
  2220. 5 lighten
  2221. 5 pigeon
  2222. 5 hinder
  2223. 4 bravery
  2224. 4 baggage
  2225. 4 noun
  2226. 4 amongst
  2227. 4 grammar
  2228. 4 cultivation
  2229. 4 companionship
  2230. 4 rubbish
  2231. 4 modesty
  2232. 4 woolen
  2233. 4 deepen
  2234. 4 pastry
  2235. 4 cupboard
  2236. 4 quart
  2237. 4 canal
  2238. 4 notebook
  2239. 4 deceit
  2240. 3 parcel
  2241. 3 brighten
  2242. 3 moderation
  2243. 3 punctual
  2244. 3 hurrah
  2245. 3 lipstick
  2246. 3 uppermost
  2247. 3 fatten
  2248. 3 conqueror
  2249. 2 hindrance
  2250. 2 cowardice
  2251. 2 obedient
  2252. 2 saucer
  2253. 2 madden
  2254. 2 scold
  2255. 2 weekday
  2256. 2 rotten
  2257. 2 disrespect
  2258. 1 widower
  2259. 1 deafen
  2260. 1 donkey
  2261. 1 businesslike
  2262. 1 motherhood
  2263. 1 sadden
  2264. 1 handshake
  2265. 1 calculator
  2266. 1 headdress
  2267. 1 scissors
  2268. 1 translator
  2269. 1 possessor
  2270. 1 shilling
  2271. 1 redden
  2272. 1 motherly
  2273. 0 whose
  2274. 0 cultivator
  2275. 0 whom
  2276. 0 homework
  2277. 0 electrician
  2278. 0 oar
  2279. 0 bribery
  2280. 0 sweeten
  2281. 0 sow
  2282. 0 pronunciation
  2283. 0 beak
  2284. 0 plural

A Toast to your health(告别心理亚健康的良方)

Instead of waiting for stress or illness to come and then reacting to it, set goals and structure life in ways that are mostly likely to forge a healthy foundation. The following nine steps to greater happiness and better mental health are presented as guideline to encourage you to take a more active role in your own life and to create a more positive psychological environment for yourself and others. Think of the steps as year-round resolutions.

与其等压力或疾病自己找上门时再去应付,不如设定目标来健康地组织你的生活。下面9步可以带来更多的快乐和更好的精神健康,可以作为一种指导,鼓励你更加积极地生活,并为你自己和他人创建一个更加积极的心理环境。下面的步骤可以在一年内实施。

  1. Never say bad things about yourself. Look for sources of your unhappiness in elements that can be modified by future actions. Give yourself and others only constructive criticism —— what can be done differently next time to get what you want?

永远不要说关于你的不好的事情。寻找那些你将来采取行动可以加以改变的不快乐的根源。只给你自己和他人建设性的批评-下次应该采取什么不同的做法来得到你想要的东西?

  1. Compare your reactions, thoughts and feelings with those of friends, co-workers, family members and others so that you can gauge the appropriateness and relevance of your response against a suitable social norm.

将你的反应、想法和感受同你的朋友、同事、家庭成员以及其他人进行比较,从而使你可以估计出自己行为的适宜性以及你的反应和适宜的社会规范的关系。

  1. Have several close friends with whom you can share feelings, joys and worries. Work at developing, maintaining and expanding your social support networks.

结交一些密友,你可以同他们分享感受、快乐和忧虑。致力于发展、保持和拓展你的社会支持网络。

  1. Developing a sense of balanced time perspective in which you can flexibly focus on the demands of the task, the situation, and your needs; be future oriented when there is work to be done, present oriented when the goal is archieved and pleasure is at hand, and past orented to keey you in touch with your roots.

发展一种平衡时间的观点,从而可以灵活地对待你的工作、环境的要求和自身需求。有工作在手时请面向未来,目标达到、有快乐在握时请珍惜现在,和你的老友联系时请珍惜过去。

  1. Always take full credit for your sucesses and happiness(and share positive feelings with other people). Keep an inventory of all the qualities that make you special and unique —— those qualities you can offer others. For example, a shy person can provide a talkative person with the gift of attentive listening. Know your sources of personal strength and available coping resources.

永远对你的成功和快乐充满信心(并且和他人分享你的积极感受)。清楚地了解你独特的、与众不同的品质-那些你可以提供给他人的品质。例如,一个害羞的人可以给一个善谈者提供专注的倾听。了解你的个人优势和可以有效进行应对的资源。

  1. When you feel you are losing control over your emotions, distance youself from the situation by physically leaving it, role-playing the position of another person in the situation or conflict, projecting your imagination into the future to gain perspective on what seems an overwhelming problem now, or talking to a a sympathetic listener. Allow youself to feel and express your emotions.

当你感觉你就要对自己的情绪失去控制时,请用离开的办法避开使你不快的环境,或者站在另一个人的立场考虑一下,或者设想未来,使你看到问题得以克服的前景,或者向一个同情者加以倾诉。请允许你自己感受和表达自己的情绪。

  1. Remember that failure and disappointment are sometimes blessing in disguise. They may tell you that your goals are not right for you or may save you from bigger letdowns later on. Learn from every failure. Acknowledge setbacks by saying, ‘I made a mistake’, and move on. Every accident, misfortune or violation of your expectations is potentially a wonderful oppportunity in disguise.

记住失败和失望有时是伪装下的祝福。它们可以告诉你目标可能并不适合你,或者救你于未来更大的失败之前。吃一堑,长一智。遭受挫折后说一句“我犯了个错误”,再继续前进。你所经历的每一次事故、不幸和挫折实际上都是一个潜在的美妙机会,只是它们未以真面目示人。

  1. If you discover you cannot help yourself or another person in distress, seek the counsel of a trained specialist in your student health department or community. In some cases, a problem that appears to be psychological may really be physical and vice versa. Check out your student mental health services before you need them, and use them without concern about being stigmatised.

如果你发现你无法使自己或他人走出忧郁,那就向学校或社区的健康部门受过训练的专业人员寻求建议。在某些情况下,有些看上去的心理问题实际上是生理问题,有些则正好相反。在你需要它们之前就了解一下你的学生心理健康服务内容,而在运用它们时不必有任何被诬蔑的疑虑。

  1. Cultivate healthy pleasures. Take time out to relax, to meditate, to get a message, to fly a kite and to enjoy hobbies and activities you can do alone and that help you get in touch with and better appreciate yourself.

培养健康的愉悦。花些时间去放松、去反省、去收集信息、去放风筝、去享受你的爱好、去进行一些可以独处的活动,以及那些你可以做到并得到更好的享受的活动。


Psychology and Life, Chapter 13 Emotion, stress and health, by Richard J Gerrig, Philip G Zimbardo, Andrew J Campbell, Steven R Cumming, Fiona J Wilkes

《心理学与生活》第16版

读书摘抄

The Number Mysteries: A Mathematical Odyssey through Everyday Life

du Sautoy, Marcus

One THE CURIOUS INCIDENT OF THE NEVER-ENDING PRIMES

p. 29

The Chinese were probably one of the first cultures to single out the primes as important numbers. They believed that each number had its own gender—even numbers were female, and odd numbers were male. They realized that some odd numbers were rather special. For example, if you have 15 stones, there is a way to arrange them into a nice-looking rectangle, in three rows of five. But if you have 17 stones, you can’t make a neat array: all you can do is line them up in a straight line. For the Chinese, the primes were therefore the really macho numbers. The odd numbers that aren’t prime, though they were male, were somehow rather effeminate. This ancient Chinese perspective homed in on the essential property of being prime, because the number of stones in a pile is prime if there is no way to arrange them into a nice rectangle.

Applied Combinatorics

Prelude

第6页
This book seeks to develop facility at combinatorial reasoning, which is the basis for analyzing a wide range of problems in computer science and discrete applied mathematics.

Preface

第1页
Combinatorial reasoning underlies all analysis of computer systems. It plays similar role in discrete operations research problems and in finite probability.

This book teaches students in the mathematical sciences how to reason and model combinatorially. It seeks to develop proficiency in basic discrete math problem solving in the way that a calculus textbook develops proficiency in basic analysis problems solving.

The three principal aspects of combinatorial reasoning emphasized in this book are: the systematic analysis of different possibilities, the exploration of the logical structure of a problem(e.g.,finding manageable sub pieces or first solving the problem with three objects instead of n), and ingenuity.

Becoming a Better Programmer

chapter 14 Software Development is

第131页
Too much modern software is like my Alphabetti custard: it’s the wrong thing, written the wrong way.

chapter 24 Live to Love to Learn

第221页
The Knowledge Portfolio

Be aware of the risk/reward balance of the items in your portfolio.

Purposefully manage your knowledge portfolio.

Complexity

第233页
What Is Network Thinking?

Network thinking means focusing on relationships between entities rather than the entities themselves.

Prime Numbers

prime number theorem and the prime counting function

第183页
De la Vallée Poussin also showed that Gauss’s estimate Li(x) is a better approximation to π (x) than x/(log x - a) no matter what value is assigned to the constant a (and also that the best value for a is 1).

第243页
And yet—Pythagoras claimed that the universe was made of numbers and Leopold Kronecker (1823–1891) claimed that “God made the integers and all the rest is the work of man.” Who knows? Perhaps the world is even more cunningly constructed out of the prime numbers!

当代数学大师-沃尔夫数学奖得主及其建树与见解-第四版

A.塞尔伯格( Selberg, Atle)

第1876页
当有人问他,如果作为非专业人士问你“黎曼假设告诉了我们关于素数的哪些东西?” 他明快地答道:“它告诉我们素数分布得相当好,以最大可能分布得均衡,分布得适宜。当然,我们不能期望一个完全均衡的分布。”

当有人问他,“你是否认为黎曼假设是正确的?” 他答道:“如果在我们的宇宙中还有什么东西是正确的,那必定就是黎曼假设,若找不出正确的理由,那纯粹的美学理由就够了。

谈谈方法

第三部分

第739页
一定要经过长期训练,反复思考,才能熟练地从这个角度去看万事万物。我相信,那些古代哲学家之所以能够摆脱命运的干扰,漠视痛苦和贫困,安乐赛过神仙,其秘密主要就在于此。因为他们不断地考察自然给他们划定的界限,终于大彻大悟,确信除了自己的思想之外,没有一样东西可以由他们做主,确信只要认清这一点就可以心无挂碍,不为外物所动;他们对自己的思想作出了绝对的支配,因此也就有理由认为自己又富又强,逍遥安乐,胜过所有的别人,别人不懂这种哲学,不管得到自然和命运多大优待,还是不能支配一切、事事如愿以偿的。

第734页
我的第三条准则是:永远只求克服自己,不求克服命运,只求改变自己的愿望,不求改变世间的秩序。总之,要始终相信:除了我们自己的思想以外,没有一样事情可以完全由我们做主。

七堂极简物理课

尾声 我们

第578页
我们的爱与真诚与生俱来,我们天生就渴望懂得更多,渴望不断学习。我们对世界的认知在不断增长。在知识的边界,我们的求知欲在燃烧。我们渴望探索空间纹理的细微之处,探索宇宙的起源,时间的本质,黑洞的现象,以及我们思维的运行。

现在,在人类已知事物的最前沿,我们将要航行于未知的海洋,世界的奥秘与美丽熠熠生辉,让我们目眩神迷。

第564页
诚如古罗马哲学家卢克莱修(Titus Lucretius Carus)所言:“我们对生命的胃口是贪得无厌的,我们对生命的渴求是永不满足的。”(《物性论》卷三,第1084行)

终极理论之梦

第一章 序幕

第1页
在我看来,好的科学哲学是对历史和科学发现的迷人解说。但是,我们不应指望靠它来指导今天的科学家如何去工作,或告诉他们将要发现什么。

从异教徒到基督徒

第五章 澄清佛教的迷雾

二、 罪与业

第1777页
如果宗教是意味着超脱凡世的,我反对它。如果宗教是意味着我们必须从这个现世、知觉的生活中走出,且有多快就多快地“逃避”它,像一只老鼠放弃快要下沉的船一样,我是和它对立的。我认为一个人必须有中国人的共有意识,勇敢地接受现世的生活,且像禅宗的信徒一样和它和平共处。而我强烈地觉得宗教(任何宗教)一天固执于一个来世,趋向于否定现世,且从上帝所赐给我们的这般丰富且有知觉的生命中逃避,我们将因此种做法而妨碍宗教(任何宗教)与近代青年的意识接触。我们将是上帝真正不知感恩的儿女,甚至不值得禅宗的信徒称我们为堂兄弟。

第六章 理性在宗教

二、现在的姿态

第1850页
在所谓宗教信仰与意见的繁茂丛林中,一切谬见,弗朗西斯·培根的“四个假象”,都被介绍了:一切偏见(种族的假象),例如上帝必然是一种人性的存在,一个神与人同性的上帝的观念;一切与个人的或国家的成见相符的信仰(洞穴的假象),例如做一个基督徒和做一个白人,事实上有同样意义的流行习惯;一切言辞的虚构及混乱(市场的假象);一切以人造的哲学系统为根据的不合理的教条(舞台的假象),例如加尔文的“完全堕落”的教义。

三、可理解的止境

第1934页
柏拉图说得对,我们所能看见及知道的,只是一个影子的世界。我们感官的知觉,只能给我们一个现象世界的图,这是理性所能告诉我们的一切:在现象的背后是本性,是物体本身,而我们永远不能凭我们心的推理来知道绝对的真理。多么可怜!这是对人类缺陷的悲哀的宣判:它是以官觉的知识为根据,自然的东西的存在是知识而已,我们所认为存在的不过是知觉,且可能是一种幻觉,我们的体质注定我们要隔着一张幕来看东西,而且永远不能和绝对真理面对面。尽我们想做的来做,某些东西仍常留在后面,即那些可知世界的剩余区。这是对人类智力的侮辱,悲哀地宣判人的心智已至绝境。对此,人自觉无力反抗。佛曾宣讲它,柏拉图曾说明它,一群献身于对机械与攻击人类知识定律经历世纪之久的哲学家,伤心地承认它,而新近的科学也证实了它。

第1929页
把柏拉图洞穴的比喻放在现代科学中来看,是否适用和正确是超乎我们所能估计的。爱丁丝说:“真正了解到物质科学所谈及的是一个影子世界,是近代最有意义的进步之一。”而杰恩斯追求以太的量子及波长的时候说:“人们已开始觉得这个宇宙看来像一个伟大的思想,多过像一架伟大的机器。”量子的确成为物理学上的困惑。量子让我们首次看到物质与能力渡过不可见的边界的地方,使我们确认对于物质的老概念已不再适用。当我们对物质做进一步的探究,到了把次原子的极小量充以一百万伏特的电,我们简直是失去了它。这是今天舆论的客观趋势。

第1829页
其实人想及上帝时,必须把他抽离一切实在,而不将他想象为一个占据空间的形式,只是一种事物的秩序。上帝不是存在,纯是动力——一个形而上学世界秩序的元素。

现实不似你所见

11. 无穷的终结

第1950页
《数沙者》像是在开玩笑,但意义深远。凭借比启蒙运动早大约一千年的想象力,阿基米德对某种认识做出了反抗,这种认识坚持认为存在一些人类思想本质上无法触及的奥秘。他没有宣称确切地知道宇宙的维度,或者沙子的具体数目。他主张的不是知识的完备性,正好相反,他十分清楚他估算的近似性和暂时性。他谈到宇宙真实的大小有哪些可能,但没有做出明确的选择。重要的不是假设我们通晓一切,而是相反:意识到昨天的无知可能被今天阐明,今天的无知可以被明天照亮。

4. 量子

第1187页
在量子力学描述的世界中,实在只存在于物理系统之间的关联之中。并不是事物进入关联,而是关联是“事物”的基础。量子力学的世界不是物体的世界,它是事件的世界。事物通过基本事件的发生而建立,就像哲学家尼尔森·古德曼(Nelson Goodman)在20世纪50年代写出的美妙语句那样:“物体是一个不变的过程”。

黎曼猜想漫谈

未竟的探索

第183页
在所有高难度的数学猜想中,若以它们跟其他数学命题之间的关系,乃至与物理学那样的自然科学领域之间的关系(这些关系在很大程度上决定了一个数学猜想的重要性)而论,黎曼猜想可以说是无与伦比的。

与费马猜想或哥德巴赫猜想那种连中学生都能看懂题意的数学猜想不同,理解黎曼猜想是有一定“门槛”的,因为仅仅理解其表述就需要有一些复分析方面的知识。

《黎曼猜想漫谈》读后感(代序)

第10页

一旦这些RH解决了,人类就站在一个不知比现在高多少的数学平台上,看到更远得多的风景。— 王元

从存在到演化

第3章 量子力学

第918页
算符的引入从根本上改变了我们对自然的描述,因此把它说成“量子革命”是很恰当的。

一个算符的本征函数用来描述系统的状态,其中该算符所代表的物理量具有确定的值(即本征值)。因此用物理学的术语来说,不可对易性意味着,不可能存在这样的状态,在其中,比如说坐标q和动量p同时具有确定的值。这就是著名的海森伯测不准关系的内容。

第四章 热力学

第61页
总是和耗散结构相连的三个方面:用化学方程所表达的功能;不稳定性所产生的时空结构;以及触发这个不稳定性的涨落。

The Riemann Hypothesis

Prime Time

第13页

Mathematicians have tried in vain to this day to discover some order in the sequence of prime numbers, and we have reason to believe that it is a mystery into which the human mind will never penetrate. — Leonhard Euler

The Millennium Problems

The Riemann Hypothesis - Bernhard Riemann

第25页
While for many mathematicians “intuitive work” can be hit-or-miss, Riemann’s mathematical intuitions were incredibly acute, and his results generally turned out to be correct.

ZERO The Gauntlet is Thrown

第14页
Perhaps the best way to read this book is to think of the seven problems as the commonplace mathematics of the twenty-fifth century.

心理学与生活

chapter 12 Emotion, Stress, And Health — A toast to your health

第430页

  1. Never say bad things about yourself.

在成年时期,社会关系和个人的成就占重要地位。

社会亲密感是成年期心理健康的先决条件,重要的不是社会交往的数量,而是质量。亲密感是一种对他人承担性爱、情感及道德承诺的能力。它要求坦率、勇气、伦理感,并且往往要牺牲一些个人偏好。

再生力的本质:良好的适应,依赖于成为一名“关注他人”的人-即成为一名关心他人、富有同情心并拥有良好的社会关系的人士。

编程珠玑(第二版)

第1章 开篇 – 1.7 进阶阅读

第9页
程序员的主要问题不一定是技术上的,更可能是心理上的;因为他试图解决一个错误的问题,所以他不能取得进步。通过打破概念上的障碍,转而解决一个更简单的问题,这样我们最终解决他的问题了。
James L.Adams所著的《Conceptual Blocking》研究了这种跳跃,通常它可以说是一种通向创造性思维的令人愉悦的激励。Adams将概念性障碍定义为“妨碍问题解决者正确认识问题或获得解答的心理屏障”。

第二版的尾声

第167页
Tom Duff:尽可能盗用别人的代码。
库非常伟大,任何时候都尽可能使用它们。

Thinking, Fast and Slow

Part 4. choices — 32 keeping score — Regret

第346页
Regret is one of the counterfactual emotions that are triggered by the availability of alternatives to reality.

素数论

第5章 重要的猜想

第105页
素数首先就是一些谜。

第2章 Riemann zeta函数

第41页
19世纪上半叶,Gauss根据当时已有的素数表,猜测对数积分li(x)给出了素数稀疏分布律的一个极好的近似,从而将Legendre的直觉精确化。

法文版前言

素数表显示了素数的混沌特性,而其表面的无序性最终却与一些,比如说源于物理现象的经典随机模型相吻合。…为什么像素数这样高度确定的序列能够包含着那样的随机性。

确定性的终结

引言 一种新的理性?

第3页
James Clerk Maxwell就谈到"一种新型的知识"会克服决定论的偏见。

问题解决心理学

第三章 问题表征:"顿悟"的案例

第63页
Reproductive thinking是问题的structurally blind,其表现是没有真正理解问题后面的结构。

与“众”不同的心理学

第十章 人类认知的死穴

第235页
很多人头脑里不具备概率推理的基本定律,或者即使有也不够用。

第一章 充满活力的心理学

第19页
公众更倾向于用哲学的思辩、神学的预言或是民间的常识来解释世界。

博大精深的素数

第四章 素数是如何分布的?

第162页
许多数学家都认为素数分布问题具有极大的美学动力。

机遇与混沌

11. 混沌:一个新的范式

第65页
物理学家杨振宁(C.N.Yang)邀请我去做了一个报告。之后,他取笑了我的"有争议的湍流思想"—在当时这是一个恰如其分的评价。

学会提问

第1章 提出正确问题的益处

第5页
如果一个读者始终依赖于海绵式思维,那么他将始终相信其最后接收到的信息。不管对个人还是社会,成为别人思想的傀儡都是一件可怕的事。
海绵式思维强调知识的获得,而淘金式思维强调与知识积极的互动。

认知心理学

第11章 问题解决与创造性

第312页
专家不仅仅拥有丰富的知识,而且知识的组织性更好,这样才使得他们能更有效地利用他们的知识。而且,专家的图式不仅包括更多某个问题领域的陈述性知识,而且与该领域相关的程序性策略也比新手更多。

薄伽梵歌论

附:薄伽梵歌 1957年海外初版序言

第465页
然舍是则无以立,不得已必落于言筌,则曰至真,即至善而尽美,曰太极,即全智而遍能;在印度教辄曰超上大梵,曰彼一,人格化而为薄伽梵,薄伽梵者,称谓之至尊,佛乘固尝以此尊称如来者也。欧西文字,辄译曰:天主,上帝,皆是也。

旁观者

第3章 怀恩师

第70页
不要从别人的错误中学习,看看别人是怎么做对的。

数学的语言

序曲 何谓数学

第3页
数学是研究模式的科学(science of patterns)。

我们内心的冲突

序言

第2页
神经症是由文化因素引起的。
神经症产生于人际关系的紊乱失调。

第1页
精神失调者…而是饱受内心冲突折磨的人。

第十章 人格衰竭

第111页
表明冲突存在的三种大的紊乱失调:其一是遇事都犹豫不决。精力被分散的第二个典型症状是一种普遍性的办事无效率,即一个人由于内心有冲突不能发挥最好的能力造成的。第三个典型的紊乱症状是普遍性怠惰,主动性和行动能力瘫痪,奋斗的方向不明确,对自我的严重疏离。

乔布斯产品圣经

179 发明比思想更能改变世界

第191页
那时我开始认为,也许爱迪生给世界带来的改变,比马克思和印度高僧尼姆•卡洛里•巴巴加起来的还要多。

项目百态

模式 33 扑克之夜

第80页
互相熟悉可以使彼此互相信任,也可以使彼此更有耐心。

除了在一起玩耍,我们从来没有在其他事情上面感觉到如此地有活力,如此放开地表现自己,以及如此地专注痴迷。—Charles E.Schaefer

混沌

第4章 生命的盛衰

第73页
在世界上压倒一切的是非线性。
如果有更多的人明白简单的非线性系统并不必然具有简单的动力学性质,那我们大家的日子都会好过得多。

数学的故事

第237页
Sophus Lie的新颖想法:Galois理论在微分方程上应该有一个相应的理论。

第352页
Jack Wisdom和Jacques Laskar:1、发现太阳系的动力学特性是混沌的。2、这俩位天文学家还证明了:月球潮汐能使地球保持稳定,否则的话,就会导致混沌运动,而致使天气迅速变化,从暖期一下子变到冰川时代,又从冰川时代迅速变回暖期。因此,混沌理论证明,如果没有月球,地球将会是一个非常不宜居的地方。

完美的证明

第110页
Everyone is a bastard, everyone is bad, with the possible exception of Jesus Christ. Einstein is bad too, because he did not leave America after the nuclear bomb was detonated over his objections.In the end, through the general interconnectedness of events, a person becomes, in some way or another, to a greater or lesser extent, party to everything that happens in the world, and if he can exert any influence whatsoever on any event, then he becomes responsible for it.

Alexandrov:
每个人都是混账、坏蛋,只有耶稣基督除外。爱因斯坦也是个坏蛋,因为在原子弹被引爆之后,他并没有离开美国,尽管他曾极力反对使用原子弹。
最终,通过事物之间的普遍联系,一个人会以这样或那样的方式,在深浅不等的程度上与世界上发生的所有事物都扯上干系。如果一个人可以对任何一个事件施加任何影响,那么他就要为此承担责任。

第二章 如何培养数学家

第17页
佩雷尔曼的母亲名叫Lubov,是犹太人,20世纪60年代的数学专业研究生,当了名数学老师。

The Music of the Primes

chapter one : who wants to be a millionaire?

第1页
Somebody allegedly asked Hilbert, ‘If you were to be received like Barbarossa, after five hundred years, what would you do?’ His reply:’I would ask, “Has someone proved the Riemann Hypothesis?”’

第10页
The dependence of so many results on Riemann’s challenge is why mathematicians refer to it as a hypothesis rather than a conjecture.

the atoms of arithmetic

第55页
As we shall see, Riemann’s Hypothesis can be interpreted as an example of a general philosophy among mathematicians that, given a choice between an ugly world and an aesthetic one, Nature always choose the latter.

Riemann’s Imaginary Mathematical Looking-Glass

第66页
His contemporaries were to see nothing of him while he waded through Cauchy’s output. Several weeks later Riemann resurfaced, declaring that ‘this is a new mathematics’. What had captured Cauchy and Riemann’s imagination was the emerging power of imaginary numbers.

chapter five The Mathematical RelayRace: Realising Riemann’s Revolution

第102页
Euclid in Alexandria. Euler in St. Petersburg. The Göttingen trio — Gauss, Dirichlet, Riemann. The problem of prime numbers had been passed on like a baton from one generation to another. The new perspectives of each generation provided impetus for a fresh surge along the track. Each wave of mathematicians left its characteristic mark on the primes, a reflection of their era’s particular cultural outlook on the mathematical world.

第106页
As Hilbert wrote in 1897, he wanted to implement ‘Riemann’s principle according to which proofs should be impelled by thought alone and not by computation’.

第128页
But Gauss had made a second conjecture: that his guess would always overestimate the number of primes…

But in 1912 Littlewood proved that as you counted higher you would eventually come to regions of numbers where Gauss’s guess switch from overestimating to underestimating the number of primes.

Littlewood also showed that Riemann’s refinement might look more accurate as we count through the first million numbers, but in the farther reaches of universe of numbers Gauss’s guess would sometimes give the better prediction.

Indeed, to this day no one has actually counted far enough to arrive at a region of numbers where Gauss’s guess underestimates the primes. It is only through Littlewood’s theoretical analysis and the power of mathematical proof that we can be sure that somewhere along the line Gauss’s original prediction is false.

第131页
From now on, proof was everything. Nothing could be trusted without conclusive evidence.

chapter six Ramanujan, the Mathematical Mystic

第136页
Mathematics seems to bring out the cranks.

chapter seven Mathematical Exodus: From Göttingen to Princeton

第159页
Selberg spoke about his view on the Riemann Hypothesis. Although he had made a major contribution on the way to a proof. he stressed that there was still very little to support its truth. ‘I think the reason that we were tempted to believe the Riemann Hypothesis then was essentially that it is the most beautiful and simple distribution that we can have. You have this symmetry down the line. It would lead also to the most natural distribution of primes. You think that at least something should be right in this universe.’

第160页
Some misinterpreted his comments, thinking that Selberg was casting doubt on the validity of the Riemann Hypothesis. Yet he was not as pessimistic as Littlewood who believed the lack of evidence meant the Hypothesis was false. ‘I have always been a strong believer in the Riemann Hypothesis. I would never bet against it. But at that stage I maintained that we didn’t really have any results either numerical or theoretical that pointed very strongly to its truth. What the results pointed to was that it was mostly true.’

第165页
Hardy once dismissively declared, ‘Probability is not a notion of pure mathematics but of philosophy or physics.’

第167页
Erdös liked this probabilistic interpretation of the Riemann Hypothesis.

chapter eight Machines of the Mind

第184页
Hilbert responded with a view shared by many mathematicians: ‘It is a completely misunderstanding of our science to construct differences according to peoples and races and the reasons for which this has been done are very shabby ones. Mathematics knows no races…for mathematics, the whole cultural world is a single country.’

第197页
Julia Robinson: ‘We can conceive of a chemistry that is different from ours, or a biology, but we cannot conceive a different mathematics of numbers. What is proved about numbers will be a fact in any universe.’

第202页
Cohen has been one of the few mathematicians to admit that he was actively working on this notoriously difficult problem. So far, though, it has held firm against his attack.

Chapter Nine The Computer Age: From the Mind to the Desktop

第222页
The Mertens Conjecture is very closely related to the Riemann Hypothesis, and its disproof showed mathematicians that if the Riemann Hypothesis were true, it was only just true.

chapter 10 - Cracking Numbers and Codes

第224页
If Gauss were alive today, he would be a hacker. — Peter Sarnak

Chapter 11 - From Orderly Zeros to Quantum Chaos

第257页
Gödel himself had voiced such concerns in relation to the Riemann Hypothesis: perhaps the axioms that formed the foundation of the mathematical edifice were not broad enough to carry the required proof, in which case you might continue building upwards and never find a connection to the Hypothesis.

第261页
As Littlewood had advised Montgomery during his time in Cambridge, ‘Don’t be afraid to work on hard problems because you might solve something interesting along the way.’
Atle Selberg had become something of a latter-day Gauss.

第263页
Chowla, who dragged Montgomery over and introduce to Dyson, is the only person ever to have bullied Selberg into writing a joint paper.

Chapter 12 - The Missing Piece of the Jigsaw

第291页
One epic in particular was to become a close companion throughout André Weil’s life: the Bhagavad-Gita, the song of God from the Mahabharata.

Chapter 12 - The Missing Piece of the Jigsaw

第311页
Many of the mathematicians who have contributed to our understanding of the primes have been rewarded with long lives. Having proved the prime number theorem in 1896, Jacques Hadamard and Charles de la Vallée-Poussin both lived into their nineties. People had begun to believe that their having proved the Prime Number Theorem had made them immortal. The belief in a connection between longevity and the primes has been further fulled by Atle Selberg and Paul Erdös, whose alternative elementary proof the Prime Number Theorem in the 1940s saw both of them live into their eighties. Mathematicians joke about a new conjecture: anyone who prove the Riemann Hypothesis will indeed become immortal.

Dr.Riemann’s Zeros

Proofs and refutations

There was a mathematician in the Soviet Union … called Nikolai Gavrilov, who in the early 1960s was a big Communist boss in one of the Ukrainian cities. He was an ameteur mathematician, and he got hold of the Riemann Hypothesis and thought he had a proof, and being a man of power he organized for his proof to be published. The fortunate thing is that the proof did get published. You should know that at that time the Soviets were competing, especially with the United States, in all fields - the cosmos, high technology, and so on - and they had fine number theorists and mathematicians in general. Especially one Gelfond and one Yuri Linnik. Now, when these men got hold of a false proof of the Riemann Hypothesis, it is said, Gelfond had a heart attack and Linnik was choking and gasping for breath. He almost died from shock. They were so frustrated because much damage had been done to Soviet mathematics by this false proof of the Riemann Hypothesis appearing.

How to Write Email in English

The email address you use

As a general rule, firstname.lastname@emailprovider.com is a good format for your email address.

To/from field

From

It should simply be your first and last names, appropriately capitalised and spelt correctly, with no extra bits like hearts or exclamation marks.

To

your recipient’s email address

CC

“CC” field stands for “Carbon Copy”, and it means that they will see the email but will also see that it’s not directly addressed to them. Don’t use it unless there is a real need for this person to see the communication.

BCC

If you’re emailing several people, it’s bad form to include all their email addresses in the “To” field. In this instance, you should put your own email address in the “To” field and put those of your recipients into the “BCC” field. This stands for “Blind Carbon Copy”, and it means they’ll all see the email but won’t see who else you’ve sent it to.

Subject line

Write something descriptive in the subject line that summarises what the email is about. Don’t make it too long.

Salutation

However, go by how they address you; if their emails to you start “Dear”, you reply with “Dear”; if they start “Hi”, you can reply with “Hi”. An alternative email greeting that lies somewhere between formal and informal is “Good morning” or “Good afternoon”. This is perhaps a little friendlier and more personal than “Dear”, so if your style is not naturally very formal then this is an acceptable form of email greeting.

Signing off an email

These common conventions include:

  • Best wishes,
  • Kind regards,
  • Best regards,
  • All the best,
  • Thanks,
  • Thanks in advance,
  • Many thanks,
  • Sincerely,
  • Yours truly,
  • Thanks again,
  • Appreciatively,
  • Respectfully,

With all of these, make sure you have a comma at the end of the line, as in the examples above.


无线网络的未来

无线网络变得越来越普遍,大如蜂窝移动通信网络,小如无线局域网。大卫•奇斯纳尔试图效仿阿瑟•克拉克,对无线网络技术的发展前景进行预测。

新千年的元旦——一个历史性的日子。世界各地的电信公司将同时取消长途资费,所有的电话都将作为本地通话计费。这听起来异想天开,但这可是大约十年前阿瑟•克拉克[1]曾经作出的预测。

事与愿违,现实总是不及愿望美好。电信运营商依旧按你拨打的被叫号码的程控交换距离来计费。然而,情况并非完全与阿瑟爵士的预言相反。这几年来我打国际长途电话付出的几乎只是宽带连接成本。但与公用电话交换网不同的是,IP电话的两端是连接在互联网上的设备。其实不管是固定电话还是IP电话,通话两端的物理链路经过的中继线缆一般都差不多。

全IP网络

英国的有线电话骨干网(由英国电信经营)和下一代无线电话网络都有一个共同点:他们本质上都是IP网络并把电话作为IP电话(VoIP)处理。我现在的手机支持UMTS [2](通用移动通讯系统),每当我使用它就会自动分配一个10/8的子网IP地址。这意味着它位于网络地址转换(NAT) 背后,因此就不能再接受入站连接。

10/8子网是最大的可分配私有网络。作为8位CIDR [3]前缀,它容许224(等于16,777,216,将近1700万)个不同的IP地址。与连接到移动电话网络的庞大设备数量相比,这根本不算多,这也是为什么移动运营商很可能率先部署IPv6的原因。采用IPv6,一家公司(甚至个人)都能轻易获得64位网络前缀,意味着前64位可用来标识网络,后64位可用来标识设备。对此可以这么理解,这家公司拥有足够的地址空间使每个有效的IPv4地址都能扩张为互联网那么大的网络,或换言之每个人都可以在他(或她)的网络上接入30亿个IP独立的设备。更重要的是,它容许全世界每台设备都具有各自唯一的IP地址,路由表记录稀少,如此路由的代价大为降低。

IPv6带来与移动电话密切相关的另一个优点就是移动IPv6,其中设备可以改变其在网络中的位置而继续保持路由,其已有的连接不会被中断。在信号塔之间移动位置通常在协议栈的底层就已经做了处理,但这种新的构架允许手机在两个彼此独立的网络之间移动同时保持连接,只要两端都采用IPv6连接。

全IP网络强调提供接入和提供服务之间的区别——一个正在被移动运营商搞模糊的分别。每当你打电话,你就在使用他们的网络,当你在使用他们的路由系统的时候,同时也在使用移动运营商与其他电话网络之间的协议。

电话号码与联系人的对应关系已经不像过去那么重要。过去我打电话的过程很麻烦:首先,我会先在一个纸质的通讯录或本地缓存中寻找对方的电话号码——要么是个电话簿或是我的大脑记忆,然后拨这个号码(后来变成了按键)。相比之下,现在我只是从通讯录中选择这个人的名字,然后就按下拨号键。最近一项研究称人们的记忆力越来越糟,因为他们连朋友的电话号码都记不住了。对我而言,不仅仅是我不再记住我朋友的电话号码——我根本就没在意那个号码是什么。很多时候,一个朋友通过电子邮件或蓝牙把电子名片发送给我,而我从来都不会去看号码那一栏。打电话(而不是联系某人)的概念看来已经依稀有些过时了。

连接的移动性

802.11标准家族不太知名的一个标准是802.11r。这个标准着眼于在无线接入点之间进行快速切换。802.11接入点在户内通常只限于几个房间那么大的范围,户外则大约一百米左右。一个走动中的人几分钟之内就可能需要在六个左右的接入点之间跳转。802.11r标准针对这个需要提供了相应的机制。如果你坐在一个与两个无线接入点距离大致相等的位置上,你或许觉察到你的网络连接不时地停顿片刻,因为你的网络堆栈在接入点之间进行切换。802.11r标准改善了停顿时间,把切换时间降低到1秒以内。这样的改进使802.11对手机用户切实可行。在安装了.11r支持的无线接入区域,你可以边走边打电话,而不会察觉你的电话在接入点之间的跳转——就像现在当你的手机在信号塔之间跳转时你根本没注意到一样。(好吧,理论上你不会注意到;实际上,你可能会察觉到)

如果所有的接入点都在一个网段上,这种切换行之有效。然而,想象你走在一条布满了接入点的街道上,这些接入点都开放并且配置在一个网络上。你从其中一头往另一头走,你打的电话被第一家的网络连接路由。当你在这条街上继续走动时,你的电话被无缝地在接入点之间切换,直到你到达另外那头。在这点上,你的电话的数据包被一打接入点中继转发给被你呼叫的那方,这不是很有效率。理想的情况下,在这点之前你就会开始用新接入点上行数据。不幸的是,每个接入点都有不同的可路由的子网地址,这样如果你切换成新的接入点来上行数据,你就会突然切换IP地址,而这将中断你的连接。

这就是移动IPv6的用武之地。IPv4也有一个针对移动的变种,依赖于三角路由——简单来说,老的网络连接充当数据包的中继,每当你移动数据包就暗中增加。对IPv6,IPSec允许安全地更新路由表。目前,切换时间大约1秒,这对VoIP电话来说还不够快,但这个切换时间有望得到改善。

对移动IPv6来说,网络间的边界变得平滑。如果你坐在一个提供免费wifi的咖啡厅,你也许就想使用咖啡厅的网络,而不是使用需要花钱的移动运营商的网络。如果你边打电话边走进咖啡厅,你当然想自动切换到咖啡厅的免费wifi网络,而不是继续使用移动运营商那资源稀缺而费用昂贵的蜂窝网络。

提供接入

移动运营商很善于根据不同数据类型来收取不同的费用。他们的整个业务模式都基于此方案。如果每条文本信息你付10美分,算下来大约折合750美元/MB。许多人愿意为短信支付这些钱,但这样的话加载InformIT首页的费用就超过500美元,而我怀疑大多数人会愿意为浏览网页花那么多钱。

你可以在你的手机上运行一个即时通讯软件,即便是XMPP这样臃肿的协议算下来其成本也只是短信费用的一部分。不幸的是,你不能用它与手机上没有装IM客户端的用户沟通,这降低了它的可用性。你不只在为IM的带宽而付费,而且也需要为网络服务付费。

电话按与别的数据不同的方式计费。这样设计更合理。然而,由于电话的要求与浏览网页和电子邮件很不一样。GSM和相关的协议用于语音通话的传输速度大约为12Kb/秒。以这个速度,你打一个小时电话也只用了大约5MB的数据流量——这在现代网络中不值一提。

然而对语音通话来说带宽并非一切。如果延迟超过200毫秒左右,你很可能就会感觉到通话质量不好。更重要的是抖动,比起延迟都还要重要。如果延迟时间稍有增加,通话的双方就会产生说与听之间的脱节。如果延迟减缓,你只有以丢包的方式才能赶上,因为你不能以高于实时的速度回放音频而没有察觉。(你可以加快点速度,但很有限)。你可以通过在每个接收端进行缓冲来补偿抖动带来的损失,但这种方法增加了延迟,而这是你极力避免的事。

所以网络接入中你在为三件事买单:带宽、延迟和抖动。对于带宽来说,你想提高就得多掏钱;对延迟和抖动,你想降低就得多花钱。即时只是提供IP连接,移动网络仍旧能通过提供不同的QoS服务质量来收取不同档次的费用。如果你想打个电话,你或许会选择具有低延迟和低抖动而费用较高的连接,你更愿意在信号质量方面而不是带宽上花钱。

软件无线电: 工程师的梦想,监管者的梦魇

随着GNU Radio之类开源项目的出现,近几年来一个有趣的发展是软件无线电。当然,无线电系统不能完全是软件的,但其需要的硬件相对简单——差不多就是一架天线和一个数模转换/模数转换器。

过去,无线电设备的执法较容易。你检查硬件是否工作在限定频率和功率范围内;如果是,你就可以核准其批量生产。

对软件无线电来说,功率和频率都由软件控制。这对监管机构来说构成问题,尤其是与开源驱动一起使用的时候,因为这意味着终端用户能轻易地把合法设备换成不合法设备。(当然,总有人可能会通过增加放大器和天线做到这一点,但是如果你只需要下载固件的补丁,事情就变得更加容易了)

尽管令监管者不爽,软件无线电的确给通信带来一些有趣的变化。当你能够把同样一台硬件用于接收HDTV和WiFi两种信号时(同时,只要你有一个足够快的处理器),就带来了很多可能性。纯软件无线电是令人难以置信的处理器密集型应用,因此对移动设备意义不大(手机专用芯片计算能力不强),但它提供了一些启示。动态配置的信号处理单元能够集成到相同的包中,这样你现在就能得到能够运行许多不同无线协议的低功耗芯片。

未来几年里设备有可能会支持WiFi, WiMAX, HSPDA, GSM和其他流行的低功耗协议,以及在它们之间进行快速切换的能力。

尽管这种变化就其自身而言并非完全有用,当与移动IPv6相结合后就变得激动人心——给你的设备一种在各种各样的协议之间跳转的能力,可以针对你的需要选择最省钱的那种协议。

什么是频谱?

可悲的是,无线电频谱是一种稀缺资源。频率越低传输距离越远,但数据传输率越低。频率高则传输距离不远。这就是为什么WiFi比移动通信快得多的原因之一。另一个是信道竞争。信号传输距离越远,你需要的接入点越少(有利的一面),而同时有更多的人在共享这个信号(不利的一面)

一些较新的发展可能会缓解频谱稀缺面临的压力,尽管它们(总是)非常占用处理器计算能力。如果你在建筑物密集的地区或丘陵地区观看模拟电视,你或许会注意到重影。这是由于一个信号从发射机直接到达,而另一个信号从山上反弹过来,延迟到达。

在建筑物密集的地区,信号会被建筑物、树木反弹,某些频率甚至能被人反弹。对于大多数现有的协议,你必须计算反弹的均值以尝试找到你真正想要的那个信号。有了更精确的设备,你有另外更好的选择。你能用不同路径的信息来确定一个特定的端点。几个设备可以在同一地区以相同频率同时发射,提供了更多可用的频谱。

虽然并非完全相关,但这种缓兵之计表明一定宽度的频谱并不意味着等量的数字带宽。技术进步允许你在同等大小的信号空间中传输更多的信号。但就目前而言,这一事实并没有改变这样的现状,即频谱相对地还是稀缺。

目前我们有两种截然相反的供互联网接入的频谱分配方式:蜂窝网络和未管制的(WiFi及其邻接频谱区间)。前者被集中统一控制,网络覆盖面广。后者不受监管,任何人都能使用,但覆盖的范围有限。

我在前面提及的一些技术使这些界线有点模糊。有线电视公司可以部署一个很高效的城域网,给所有客户提供WiFi接入,使客户能通过Mesh多路径路由和移动IPv6的组合在二者之间按需跳转。

在美国,最近作出的一项决定允许一些以前用于电视的频谱(频道与频道之间那些所谓的“空白频谱”)也可以用于数据网络。这对城域网来说是个不错的频率范围,为其实现方式提供了另一种选择。

这里可用的频率范围甚至比用于蜂窝移动通信的频率还要低,因此信号传输距离更远(毫不奇怪,只要你想想移动通信基站比电视发射塔要密集得多)。这使它对提供覆盖面广的服务很有吸引力。由于FCC(联邦通讯委员会)决定将这一范围的频谱免授权开放使用,任何人都可以开展这种覆盖业务。一个城市可以拥有许多提供快速、覆盖范围小的接入方式的热点地区,同时还有一个更大的基站以较低的接入速率覆盖整个地区作为候选。当你走在两个热点之间时,你的手机转为使用空白频谱系统,而不影响你的覆盖范围(尽管你的可用带宽可能会减少)。

未来有望看到你的手持设备能透明地在由不同服务提供商控制的和不同服务质量的网络之间自由切换。提供统一的接入服务、不同级别的最低连接质量和其他多种选择将给创新型公司带来在诸多领域建立新的商业模式的机遇。


[1] 科幻小说作家,提出卫星通信地外中继的概念,作出的很多预测也大多应验

[2] 全球使用率最高的3G移动通信标准,采用WCDMA

[3] 无类别域间路由


honest Translate的身份于2010年发表于 译言网 无线网络的未来,现在GitHub上留作备份,翻译不当之处欢迎指正

原文地址:The Future of Wireless Networking