An edition of Evolutionary algorithms (1999)

Evolutionary Algorithms (The IMA Volumes in Mathematics and its Applications)

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Last edited by MARC Bot
November 30, 2020 | History
An edition of Evolutionary algorithms (1999)

Evolutionary Algorithms (The IMA Volumes in Mathematics and its Applications)

1 edition
  • 0 Ratings
  • 1 Want to read
  • 0 Currently reading
  • 0 Have read

"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."--BOOK JACKET.

"Real progress in communication was made 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 worked 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."--BOOK JACKET.

Publish Date
Publisher
Springer
Language
English
Pages
293

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Previews available in: English

Edition Availability
Cover of: Evolutionary Algorithms (The IMA Volumes in Mathematics and its Applications)
Evolutionary Algorithms (The IMA Volumes in Mathematics and its Applications)
June 4, 1999, Springer
Hardcover in English - 1 edition

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Book Details


Classifications

Library of Congress
QA402.5 .E95 1999

The Physical Object

Format
Hardcover
Number of pages
293
Dimensions
9.3 x 6.1 x 0.8 inches
Weight
1.2 pounds

ID Numbers

Open Library
OL9853587M
Internet Archive
evolutionaryalgo00chri
ISBN 10
0387988262
ISBN 13
9780387988269
LCCN
99018387
OCLC/WorldCat
40783900
Library Thing
6363055
Goodreads
1672729

Work Description

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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