Behind deep blue ebook




















As the development comes to its culmination in Philadelphia, we meet the Deep Blue team, Garry Kasparov and each of the historic six games is provided in full with a detailed commentary. Chess grandmaster Yasser Seirawan provided a lively commentary throughout the match and here provides a Foreword about the significance of this event.

The text examines the progress made by the creators of Deep Blue, beginning with the two-game match against Kasparov. The text chronicles one of the great technology achievements of the 20th Century. It establishes the point in history when mankind's exciting new tool, the computer, came of age and competed with its human creators in the ultimate intellectual competition: a game of chess. This book will serve as the premier story documenting that achievement and a milestone in the development of artificial intelligence.

An aging drifter tormented by the past. They meet by a campfire in late summer and their lives are forever changed. As a leading advocatefor evolutionary computation, the author has successfullychallenged the traditional notion of artificial intelligence, whichessentially programs human knowledge fact by fact, but does nothave the capacity to learn or adapt as evolutionary computationdoes.

Readers gain an understanding of the history of evolutionarycomputation, which provides a foundation for the author's thoroughpresentation of the latest theories shaping current research. Balancing theory with practice, the author provides readers withthe skills they need to apply evolutionary algorithms that cansolve many of today's intransigent problems by adapting to newchallenges and learning from experience.

Several examples areprovided that demonstrate how these evolutionary algorithms learnto solve problems. In particular, the author provides a detailedexample of how an algorithm is used to evolve strategies forplaying chess and checkers. As readers progress through the publication, they gain anincreasing appreciation and understanding of the relationshipbetween learning and intelligence.

Readers familiar with theprevious editions will discover much new and revised material thatbrings the publication thoroughly up to date with the latestresearch, including the latest theories and empirical properties ofevolutionary computation. The Third Edition also features new knowledge-building aids.

Readers will find a host of new and revised examples. New questionsat the end of each chapter enable readers to test their knowledge. Written by the man who started the adventure, Behind Deep Blue reveals the inside story of what happened behind the scenes at the two historic Deep Blue vs.

Kasparov matches. This is also the story behind the quest to create the mother of all chess machines. Behind Deep Blue is not just another tale of man versus machine. This fascinating book tells us how man as genius was given an ultimate, unforgettable run for his mind, no, not by the genius of a computer, but of man as toolmaker.

Hsu manages to make seemingly dry, technical material vivid and gripping, even for readers without a background in chess or computers. And his story is a fascinating study, of men as well as machines. Chabris, The Wall Street Journal. The point that Hsu makes is that building and programming a computer that can calculate 2 million chess moves a second is not frivolous.

All science is a kind of play, in the sense of a play of mind. Most of Behind Deep Blue is Hsu's tale of encountering and overcoming obstacles in the design and programming of the computer to enable it to play chess like a human being. The technical aspects of both computers and chess will be fully comprehensible only to those with the appropriate experience and skill. The human story, though, is clear and exciting: dversity encountered, challenges met, all with the human elements of pride and anxiety and triumph.

And the human elements, too, of anger and resentment. It proves on every page the author's claim that computer scientists are human too, and they do like to have fun. The fun will be shared by the reader who has no prior knowledge of chess or of computer science.

The IBM team put of these processors into a supercomputer, allowing it to analyze at least million chess positions a second. On May 11, , millions worldwide heard news of a stunning victory, as a machine defeated the defending world chess champion, Garry Kasparov. Behind Deep Blue tells the inside story of the quest to create the mother of all chess machines and what happened at the two historic Deep Blue vs. Kasparov matches. Feng-hsiung Hsu, the system architect of Deep Blue, reveals how a modest student project started at Carnegie Mellon in led to the production of a multimillion-dollar supercomputer.

With a new foreword by Jon Kleinberg and a new preface from the author, Behind Deep Blue offers a remarkable look at one of the most famous advances in artificial intelligence, and the brilliant toolmaker who invented it.



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