Algorithms to Live By

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出版者:Henry Holt and Co.
作者:Brian Christian
出品人:
页数:368
译者:
出版时间:2016-4-19
价格:USD 30.00
装帧:Hardcover
isbn号码:9781627790369
丛书系列:
图书标签:
  • 算法
  • 思维
  • 计算机
  • Algorithms
  • 方法论
  • 科普
  • 数学
  • 心理学
  • 算法
  • 生活
  • 应用
  • 数学
  • 计算机科学
  • 决策
  • 优化
  • 效率
  • 实践
  • 智能
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具体描述

A fascinating exploration of how insights from computer algorithms can be applied to our everyday lives, helping to solve common decision-making problems and illuminate the workings of the human mind

All our lives are constrained by limited space and time, limits that give rise to a particular set of problems. What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of new activities and familiar favorites is the most fulfilling? These may seem like uniquely human quandaries, but they are not: computers, too, face the same constraints, so computer scientists have been grappling with their version of such issues for decades. And the solutions they've found have much to teach us.

In a dazzlingly interdisciplinary work, acclaimed author Brian Christian and cognitive scientist Tom Griffiths show how the algorithms used by computers can also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

作者简介

About the Author

Brian Christian is the author of The Most Human Human, a Wall Street Journal bestseller, New York Times editors’ choice, and a New Yorker favorite book of the year. His writing has appeared in The New Yorker, The Atlantic, Wired, The Wall Street Journal, The Guardian, and The Paris Review, as well as in scientific journals such as Cognitive Science, and has been translated into eleven languages. He lives in San Francisco.

Tom Griffiths is a professor of psychology and cognitive science at UC Berkeley, where he directs the Computational Cognitive Science Lab. He has published more than 150 scientific papers on topics ranging from cognitive psychology to cultural evolution, and has received awards from the National Science Foundation, the Sloan Foundation, the American Psychological Association, and the Psychonomic Society, among others. He lives in Berkeley.

目录信息

Introduction 1
Algorithms to Live By
1 Optimal Stopping 9
When to Stop Looking
2 Explore/Exploit 31
The Latest vs. the Greatest
3 Sorting 59
Making Order
4 Caching 84
Forget About It
5 Scheduling 105
First Things First
6 Bayes’s Rule 128
Predicting the Future
7 Overfitting 149
When to Think Less
8 Relaxation 169
Let It Slide
9 Randomness 182
When to Leave It to Chance
10 Networking 205
How We Connect
11 Game Theory 229
The Minds of Others
Conclusion 256
Computational Kindness
Notes 263
Bibliography 315
Acknowledgments 335
Index 339
· · · · · · (收起)

读后感

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从运动联盟排对阵表的角度看几种排序算法的角度倒是新颖。从第六章贝叶斯之后开始起飞了。从 overfitting 飞跃到了进化中的滞后,第七章 randomness 提到的 Monte Carlo 原来是被正经在研究原子弹的时候发明出来的,我当初还觉得自己用它省去了一些数学证明是作弊,turns out s...  

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看之前就比较担心是不是太trivial都是已经知道的东西,结果不幸料中。不过也好,打消了我写类似书的想法

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上当了,骗子东抄西凑攒的垃圾,怀疑丫用搜索引擎写的,看作者努力过,两星够了。

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最理性的做决定方式是:先收集一个不大不小的样本,对所处的世界有一个相对充分的了解,再做出选择。反过来说,如果遇到正在采样期的人,你做得再好,最多就是给别人提供一个数据点,基本没有用

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观点大多数是已经知道了的,大概作为科学从事者,看这种科普书就是这点无趣。在想白熊是不是计算到26岁该leap,才跟我求婚的orz

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强烈推荐给非CS从业者:先以非常直观的方式介绍算法,然后提升到哲学高度和你谈人生。。。对于从业者来说也应该是不错的消遣读物

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