bokomslag Applied Evolutionary Algorithms in Java
Data & IT

Applied Evolutionary Algorithms in Java

Robert Ghanea-Hercock

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  • 219 sidor
  • 2012
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.
  • Författare: Robert Ghanea-Hercock
  • Format: Pocket/Paperback
  • ISBN: 9781468495263
  • Språk: Engelska
  • Antal sidor: 219
  • Utgivningsdatum: 2012-07-24
  • Förlag: Springer-Verlag New York Inc.