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Record Nr. |
UNINA9910784848703321 |
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Autore |
Bäck Thomas <1963-> |
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Titolo |
Evolutionary algorithms in theory and practice [[electronic resource] ] : evolution strategies, evolutionary programming, genetic algorithms / / Thomas Bäck |
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Pubbl/distr/stampa |
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New York, : Oxford University Press, 1996 |
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ISBN |
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0-19-756092-X |
1-280-76079-6 |
9786610760794 |
0-19-535670-5 |
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Descrizione fisica |
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1 online resource (329 p.) |
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Collana |
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Oxford scholarship online |
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Disciplina |
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Soggetti |
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Genetic algorithms |
Evolution (Biology) - Mathematical models |
Evolutionary programming (Computer science) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Previously issued in print: 1996. |
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Nota di bibliografia |
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Includes bibliographical references (p. 293-305) and index. |
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Nota di contenuto |
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Contents; Introduction; I: A COMPARISON OF EVOLUTIONARY ALGORITHMS; 1 Organic Evolution and Problem Solving; 1.1 Biological Background; 1.2 Evolutionary Algorithms and Artificial Intelligence; 1.3 Evolutionary Algorithms and Global Optimization; 1.4 Early Approaches; 1.5 Summary; 2 Specific Evolutionary Algorithms; 2.1 Evolution Strategies; 2.2 Evolutionary Programming; 2.3 Genetic Algorithms; 2.4 Summary; 3 Artificial Landscapes; 3.1 Sphere Model; 3.2 Step Function; 3.3 Ackley's Function; 3.4 Function after Fletcher and Powell; 3.5 Fractal Function; 3.6 Summary; 4 An Empirical Comparison |
C.2 UsageC.3 Data Collection; D: The Multiprocessor Environment; D.1 The Transputer System; D.2 The Helios Operating System; E: Mathematical Symbols; Bibliography; Index; A; B; C; D; E; F; G; H; I; K; L; M; N; O; P; Q; R; S; T; U; V; W |
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Sommario/riassunto |
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Comparing the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies and evolutionary |
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