The Practical Handbook of Genetic Algorithms (eBook, PDF)

Applications, Second Edition
Redaktion: Chambers, Lance D.

• Format: PDF

Produktbeschreibung

Rapid developments in the field of genetic algorithms along with the popularity of the first edition precipitated this completely revised, thoroughly updated second edition of The Practical Handbook of Genetic Algorithms: Applications. Like its predecessor, this edition provides practitioners with material they can use productively in their own endeavors. Among the applications explored are scheduling problems, optimization, multidimensional scaling, constraint handling, and feature selection and classification. All of the computer code offered in the book is available for download from the Internet.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 544
• Erscheinungstermin: 7. Dezember 2000
• Englisch
• ISBN-13: 9781420035568
• Artikelnr.: 52996773

Autorenporträt

Lance D. Chambers

Inhaltsangabe

Model Building, Model Testing, and Model Fitting. Compact Fuzzy Models and
Classifiers through Model Reduction and Evolutionary Optimization. On the
Application of Reorganization Operators for Solving a Language Recognition
Problem Using GA to Optimize the Selection and Scheduling of Road Projects.
Decoupled Optimization of Power electronics Circuits using GAs. Feature
Selection and Classification in the Diagnosis of Cervical Cancer.
Algorithms for Multidimensional Scaling. Genetic-Algorithms-Based Approach
for Transportation Optimization Problems. Solving Job-Shop Scheduling
Problems by means of GAs. Applying the Implicit Redundant Representation GA
in an Unstructured Problem Domain. How to Handle Constraints with
Evolutionary Algorithms. An Optimized Fuzzy Logic Controller for Active
Power Factor Corrector Using GAs.