An edition of Evolutionary Algorithms (2012)

Evolutionary Algorithms

Evolutionary Algorithms
Lawrence D. Davis, Kenneth De ...
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Last edited by MARC Bot
September 28, 2024 | History
An edition of Evolutionary Algorithms (2012)

Evolutionary Algorithms

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.

Publish Date
Publisher
Springer New York
Language
English
Pages
293

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Edition Availability
Cover of: Evolutionary Algorithms
Evolutionary Algorithms
2012, Springer New York
in English
Cover of: Evolutionary Algorithms
Evolutionary Algorithms
2012, Springer
in English

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Book Details


Classifications

Library of Congress
Q334-342, TJ210.2-211.495

The Physical Object

Pagination
x, 293
Number of pages
293
Weight
0.486

Edition Identifiers

Open Library
OL37170034M
ISBN 13
9781461271857

Work Identifiers

Work ID
OL27357151W

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September 28, 2024 Edited by MARC Bot import existing book
February 26, 2022 Created by ImportBot import new book