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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Applied Evolutionary Algorithms in Java, w. CD-ROM
• Author: Robert Ghanea-Herock
• Language: English
• Binding: Hardback
• Number of pages: 219
• EAN: 9780387955681
• ISBN: 0387955682
• ID: 01384467
• Publisher: Springer, Berlin
• Weight: 486 g
• Dimensions: 234 × 156 × 14 mm
• Published: 2003

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