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Introduction to Evolutionary Computing
Paperback
Series: Natural Computing
Technology & EngineeringGeneral Computers
ISBN13: 9783662499856
Publisher: Springer
Published: Oct 17 2016
Pages: 287
Weight: 0.94
Height: 0.64 Width: 6.14 Depth: 9.21
Language: English
Problems to Be Solved.- Evolutionary Computing: The Origins.- What Is an Evolutionary Algorithm?.- Representation, Mutation, and Recombination.- Fitness, Selection, and Population Management.- Popular Evolutionary Algorithm Variants.- Hybridisation with Other Techniques: Memetic Algorithms.- Nonstationary and Noisy Function Optimisation.- Multiobjective Evolutionary Algorithms.- Constraint Handling.- Interactive Evolutionary Algorithms.- Coevolutionary Systems.- Theory.- Evolutionary Robotics.- Parameters and Parameter Tuning.- Parameter Control.- Working with Evolutionary Algorithms.- References.
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