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Evolutionary Algorithms

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Davis, Lawrence David; Jong, Kenneth de; Vose, Michael D. 作者
Springer-Verlag New York Inc.
译者
1999-6-4 出版日期
303 页数
GBP 59.00 价格
Hardcover
丛书系列
9780387988269 图书编码

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发表于2024-11-25


Evolutionary Algorithms 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Evolutionary Algorithms 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Evolutionary Algorithms 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024



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The IMA Workshop on Evolutionary Algorithms brought together many of the top researchers in the area of Evolutionary Computation for a week of intensive interaction. The field of Evolutionary Computation has developed significantly over the past 30 years and today consists of a variety of subfields such as genetic algorithms, evolution strategies, evolutionary programming, and genetic programming, each with its own algorithmic perspectives and goals. The workshop did a great deal to clarify the current state of the theory of Evolutionary Algorithms. The existing theory might be characterized as deriving from two principal approaches. There is a high level macro-theory that looks at the processing of "building blocks" and "schemata" that are shared by many good solutions when searching a problem space. There is also a low level micro-theory that builds exact Markov models of the search process. It is sometimes hard for researchers working at such different levels of abstraction to interact. The IMA workshop allowed researchers working at these different levels to present their points of view and to move toward common ground. There was real progress in communication between theorists and practitioners in the evolutionary computation field. Speakers presented applications across a wide range of problem areas. In some of those cases, theoretically motivated methods work quite well. In other cases, practitioners used domain-based methods to obtain better performance than could be achieved by using a "pure" evolutionary algorithm. Individuals on both sides went away with a better appreciation of the successes and failures of current theory.

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