| Description |
1 online resource (xiii, 641 pages) : illustrations |
| Contents |
An introduction to Evolutionary Computation, p.1 -- Evolving control circuits for autonomous robots, p.29 -- Simulating the evolution of genetic systems, p.85 -- Evolving online productivity, p.119 -- Evolving computer programs, p.143 -- Artificial life and evolving strategies, p.163 -- Artificial intelligence through simulated evolution, p.227 -- Evolutionary experimentation, p.301 -- Evolution and optimization, p.311 -- Evolutionary algorithms for system identification, p.353 -- Co-evolution, self adaptation, and crossover, p.361 -- Evolving populations, p.389 -- Artificial ecosystems, p.403 -- Soft selection, p.423 -- Schema processing and the K-armed bandit, p.441 -- Classifier systems, p.461 -- Evolving neural networks, p.481 -- Evolutionary computation and the travelling salesman problem, p.523 -- The Iterated prisoner's dilemma, p.541 -- Implicit parallelism and representations, p.555 -- Fuzzy evolution, p.565 -- Evolving programs using symbolic expressions, p.575 -- Tierra and emergent properties, p.585 |
| Summary |
Featuring copious introductory material by distinguished scientist Dr. David B. Fogel, this formidable collection of 30 landmark papers spans the entire history of evolutionary computation--from today's investigations back to its very origins more than 40 years ago. Chapter by chapter, Fogel highlights how early ideas have developed into current thinking and how others have been lost and await rediscovery. The introductions to each chapter reflect Fogel's one-on-one conversations with the authors and their colleagues, conducted over a period of four years. Evolutionary Computation: The Fossil Record provides in-depth historical information and technical detail that is simply unmatched in the field. This volume is complete with an extensive bibliography of related literature. Evolutionary Computation: The Fossil Record will be of particular interest to researchers and students in need of a comprehensive resource on this fascinating area of computer science. Historians will also find the book thoroughly engaging |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
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English |
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digitized 2011 HathiTrust Digital Library committed to preserve pda MiAaHDL |
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Print version record |
| Subject |
Evolutionary programming (Computer science)
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Evolutionary programming (Computer science)
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Aufsatzsammlung
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Evolutionärer Algorithmus
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Genetischer Algorithmus
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Evolutie.
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Genetische algoritmen.
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Programmeren (computers)
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Stochastische programmering.
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Algoritmen.
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Programmation évolutionnaire.
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| Genre/Form |
Aufsatzsammlung.
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| Form |
Electronic book
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| Author |
Fogel, David B
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| ISBN |
9780470544600 |
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0470544600 |
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