Blondie24 Playing at Edge of AI英文原版
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作者David Fogel
出版社Morgan Kaufmann
ISBN9781558607835
出版时间2001-09
印刷时间2001-09
印数1千册
装帧平装
开本大32开
纸张轻型纸
页数406页
字数1千字
定价398元
上书时间2024-11-18
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基本信息
By (author) David B. Fogel
Format Paperback | 406 pages
Dimensions 140 x 216 x 20.83mm | 410g
Publication date 04 Oct 2001
Publisher ELSEVIER SCIENCE & TECHNOLOGY
Imprint Morgan Kaufmann Publishers In
Publication City/Country San Francisco, United States
Language English
Illustrations note w. 75 figs.
ISBN10 1558607838
ISBN13 9781558607835
页面参数仅供参考，具体以实物为准
内容简介
Blondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue, the celebrated chess machine that beat Garry Kasparov, the former world champion chess player, this evolutionary program didn't have access to strategies employed by human grand masters, or to databases of moves for the endgame moves, or to other human expertise about the game of chekers. With only the most rudimentary information programmed into its "brain," Blondie24 (the program's Internet username) created its own means of evaluating the complex, changing patterns of pieces that make up a checkers game by evolving artificial neural networks---mathematical models that loosely describe how a brain works. It's fitting that Blondie24 should appear in 2001, the year when we remember Arthur C. Clarke's prediction that one day we would succeed in creating a thinking machine. In this compelling narrative, David Fogel, author and co-creator of Blondie24, describes in convincing detail how evolutionary computation may help to bring us closer to Clarke's vision of HAL. Along the way, he gives readers an inside look into the fascinating history of AI and poses provocative questions about its future.
作者简介
David B. Fogel is the CEO of Natural Selection, Inc., a company which addresses complex, real-world problems in the areas of industry, medicine, and defense by applying the techniques of evolutionary computation, neural networks, fuzzy systems, knowledge-based systems, and stochastic processes, among other technologies. Dr. Fogel was the founding president of the Evolutionary Programming Society and was elected a Fellow of the IEEE in 1999. He is the founding editor-in-chief of the IEEE Transactions on Evolutionary Computation and serves on the editorial boards of several journals including BioSystems, Fuzzy Sets and Systems, and Journal of Scheduling.
书籍目录
Part 1 - Setting the Stage
Chapter 1 - Intelligent Machines: Imitating Life
Chapter 2 - Deep Blue: A Triumph of AI?
Chapter 3 - Building An Artificial Brain
Chapter 4 - Evolutionary Computation: Putting Nature to Work
Chapter 5 - Blue Hawaii: Natural Selection
Chapter 6 - Checkers
Chapter 7 - Chinook: The Man-machine Checkers Champion
Chapter 8 - Samuel's Learning Machine
Chapter 9 - The Samuel-Newell Challenge
Part 2 - The Making of Blondie
Chapter 10 - Evolving in the Checkers Environment
Chapter 11 - In The Zone
Chapter 12 - A Repeat Performance
Chapter 13 - A New Dimension
Chapter 14 - Letting the Genie Out of the Bottle
Chapter 15 - Blondie24
Epilogue: The Future of Artificial Intelligence
Appendix: Your Honor, I Object!
Notes
Index
About the Author
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