Practical Genetic Algorithms
Seiten
1998
John Wiley & Sons Inc (Verlag)
9780471188735 (ISBN)
John Wiley & Sons Inc (Verlag)
9780471188735 (ISBN)
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The area of genetic algorithms is an expanding field and many new applications are being discovered across a variety of disciplines. This text is an introduction to genetic algorithms and their application in science and engineering.
A tutorial on genetic algorithms with an emphasis on practical applications The rapidly expanding field of genetic algorithms has given rise to many new applications in a variety of disciplines. However, most of the existing books on the subject concentrate on theory. Practical Genetic Algorithms is the first introductory-level book to emphasize practical applications through the use of example problems. In an accessible style, the authors explain why the genetic algorithm is superior in many real-world applications, cover continuous parameter genetic algorithms, and provide in-depth trade-off analysis of genetic algorithm parameter selection. Written for the end user in engineering, science, and computer programming, as well as upper-level undergraduate and graduate students, Practical Genetic Algorithms: Provides numerous practical example problems Contains over 80 illustrations Features many figures and tables Includes three appendices: a glossary of terms, a list of genetic algorithm routines in pseudocode, and a list of symbols used in the book.
A tutorial on genetic algorithms with an emphasis on practical applications The rapidly expanding field of genetic algorithms has given rise to many new applications in a variety of disciplines. However, most of the existing books on the subject concentrate on theory. Practical Genetic Algorithms is the first introductory-level book to emphasize practical applications through the use of example problems. In an accessible style, the authors explain why the genetic algorithm is superior in many real-world applications, cover continuous parameter genetic algorithms, and provide in-depth trade-off analysis of genetic algorithm parameter selection. Written for the end user in engineering, science, and computer programming, as well as upper-level undergraduate and graduate students, Practical Genetic Algorithms: Provides numerous practical example problems Contains over 80 illustrations Features many figures and tables Includes three appendices: a glossary of terms, a list of genetic algorithm routines in pseudocode, and a list of symbols used in the book.
RANDY L. HAUPT, PhD, is Professor and Chair of Electrical Engineering at the University of Nevada, Reno. SUE ELLEN HAUPT, PhD, is a research associate in the Program in Atmospheric and Oceanic Science at the University of Colorado, Boulder.
Introduction to Optimization; The Binary Genetic Algorithm; The Continuous Parameter Genetic Algorithm; Applications; An Added Level of Sophistication; Advanced Applications; Evolutionary Trends; Appendix; Glossary; Index.
| Erscheint lt. Verlag | 16.1.1998 |
|---|---|
| Zusatzinfo | Illustrations |
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 160 x 240 mm |
| Gewicht | 454 g |
| Einbandart | gebunden |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik | |
| Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
| Technik ► Umwelttechnik / Biotechnologie | |
| ISBN-13 | 9780471188735 / 9780471188735 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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