Applied Evolutionary Algorithms in Java
Inbunden, Engelska, 2003
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Genetic algorithms provide a powerful range of methods for solving complex engineering search and optimization algorithms. Their power can also lead to difficulty for new researchers and students who wish to apply such evolution-based methods. Applied Evolutionary Algorithms in JAVA offers a practical, hands-on guide to applying such algorithms to engineering and scientific problems. The concepts are illustrated through clear examples, ranging from simple to more complex problems domains; all based on real-world industrial problems. Examples are taken from image processing, fuzzy-logic control systems, mobile robots, and telecommunication network optimization problems. The JAVA-based toolkit provides an easy-to-use and essential visual interface, with integrated graphing and analysis tools. Topics and features: inclusion of a complete JAVA toolkit for exploring evolutionary algorithms; strong use of visualization techniques, to increase understanding; coverage of all major evolutionary algorithms in common usage; broad range of industrially based example applications; includes examples and an appendix based on fuzzy logic.
Produktinformation
- Utgivningsdatum2003-04-30
- Mått155 x 235 x 19 mm
- Vikt484 g
- FormatInbunden
- SpråkEngelska
- Antal sidor219
- Upplaga2003
- FörlagSpringer-Verlag New York Inc.
- ISBN9780387955681
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