Applied Evolutionary Algorithms In Java(1st Edition)
Authors:
Robert Ghanea Hercock
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Book details
ISBN: B001K6PO2M, 978-0387216157
Book publisher: Springer
Book Price $0 : 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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