Applied Evolutionary Algorithms in Java, w. CD-ROM

Name: Applied Evolutionary Algorithms in Java, w. CD-ROM
Brand: Springer, Berlin
SKU: 9780387955681
Price: 583.72 RON
Availability: InStock

Autor: Robert Ghanea-Herock

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Legare: Copertă tare

Editura: Springer, Berlin

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583.72 lei

Genetic algorithms provide a powerful range of methods for solving complex engineering search and op...

Informații despre carte

Autor

Robert Ghanea-Herock

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2003

Pagini

219

EAN

9780387955681

ISBN

0387955682

Enbook ID

01384467

Editura

Springer, Berlin

Greutate

486

Dimensiuni

156 x 234 x 14

Descriere completă

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.

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Applied Evolutionary Algorithms in Java, w. CD-ROM

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