Evolutionary Algorithms

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Evolutionary AlgorithmsISBN13:9781848218048ISBN10:1848218044Author:Petrowski, Alain (Author), Ben-Hamida, Sana (Author)Description:Evolutionary Algorithms Are Bio-Inspired Algorithms Based On Darwin's Theory Of Evolution They Are Expected To Provide Non-Optimal But Good Quality Solutions To Problems Whose Resolution Is Impracticable By Exact Methods In Six Chapters, This Book Presents The Essential Knowledge Required To Efficiently Implement Evolutionary Algorithms Chapter 1 Describes A Generic Evolutionary Algorithm As Well As The Basic Operators That Compose It Chapter 2 Is Devoted To The Solving Of Continuous Optimization Problems, Without Constraint Three Leading Approaches Are Described And Compared On A Set Of Test Functions Chapter 3 Considers Continuous Optimization Problems With Constraints Various Approaches Suitable For Evolutionary Methods Are Presented Chapter 4 Is Related To Combinatorial Optimization It Provides A Catalog Of Variation Operators To Deal With Order-Based Problems Chapter 5 Introduces The Basic Notions Required To Understand The Issue Of Multi-Objective Optimization And A Variety Of Approaches For Its Application Finally, Chapter 6 Describes Different Approaches Of Genetic Programming Able To Evolve Computer Programs In The Context Of Machine Learning Binding:Hardcover, HardcoverPublisher:Wiley-IstePublication Date:2017-04-24Weight:1.1 lbsDimensions:0.7'' H x 9.3'' L x 6.1'' WNumber of Pages:256Language:English

Price: 167.22 USD

Location: USA

End Time: 2024-11-18T02:47:20.000Z

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