Genetic algorithms and genetic programming : modern concepts and practical applications / / Michael Affenzeller. [and others]
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| Autore: |
Affenzeller Michael
|
| Titolo: |
Genetic algorithms and genetic programming : modern concepts and practical applications / / Michael Affenzeller. [and others]
|
| Pubblicazione: | Boca Raton : , : Chapman & Hall/CRC, , 2009 |
| Descrizione fisica: | 1 online resource (394 p.) |
| Disciplina: | 006.3/1 |
| Soggetto topico: | Algorithms |
| Combinatorial optimization | |
| Programming (Mathematics) | |
| Evolutionary computation | |
| Note generali: | "A Chapman & Hall book." |
| Nota di bibliografia: | Includes bibliographical references (pages 327-358) and index. |
| Nota di contenuto: | Cover; Title; Copyright; Contents; List of Tables; List of Figures; List of Algorithms; Introduction; Chapter 1: Simulating Evolution: Basics about Genetic Algorithms; Chapter 2: Evolving Programs: Genetic Programming; Chapter 3: Problems and Success Factors; Chapter 4: Preservation of Relevant Building Blocks; Chapter 5: SASEGASA - More than the Sum of All Parts; Chapter 6: Analysis of Population Dynamics; Chapter 7: Characteristics of Offspring Selection and the RAPGA; Chapter 8: Combinatorial Optimization: Route Planning; Chapter 9: Evolutionary System Identification |
| Chapter 10: Applications of Genetic Algorithms: Combinatorial OptimizationChapter 11: Data-Based Modeling with Genetic Programming; Conclusion and Outlook; Symbols and Abbreviations; References; Index | |
| Sommario/riassunto: | Describes several generic algorithmic concepts that can be used in various kinds of GA or with evolutionary optimization techniques. This title provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. |
| Titolo autorizzato: | Genetic algorithms and genetic programming |
| ISBN: | 9780429141973 |
| 0429141971 | |
| 9781420011326 | |
| 1420011324 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910832991003321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Numerical insights ; ; v. 6.