An Introduction to Genetic Algorithms 2024 pdf epub mobi 電子書下載

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Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics--particularly in machine learning, scientific modeling, and artificial life--and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics.

An Introduction to Genetic Algorithms 2024 pdf epub mobi 電子書下載

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An Introduction to Genetic Algorithms 2024 pdf epub mobi 電子書下載

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老米似乎特彆擅長寫這種入門書，這本書和他的機器學習一樣齣色。書最後的一係列問題更是說明瞭他的書總是有他自己的想法，總是帶著那麼一點好奇心。書裏沒有太多嚴肅的公式定理，也許他是不懈於寫上那些工具書似的東西。我所知道，有這樣寫作風格的人還有一個，那就是GA算法之...

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What is "most interesting" is, of course, very subjective; the choice of topics reflects my own interests, which lean toward machine learning, scientific modeling, and "artificial life" more than toward optimization and engineering. GAs have been widely exp...

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出版者:MIT Press

作者:Melanie Mitchell

出品人:

頁數:221

譯者:

出版時間:1998-2-6

價格:USD 45.00

裝幀:Paperback

isbn號碼:9780262631853

叢書系列:

圖書標籤: 算法人工智能計算機計算美國編程科普碩士