Multi–Objective Optimization using Evolutionary Algorithms
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Описание:
Evolutionary algorithms are very powerful techniques used to find solutions to real–world search and optimization problems. Many of these problems have multiple objectives, which leads to the need to obtain a set of optimal solutions, known as effective solutions. It has been found that using evolutionary algorithms is a highly effective way of finding multiple effective solutions in a single simulation run. ? Comprehensive coverage of this growing area of research ? Carefully introduces each algorithm with examples and in–depth discussion ? Includes many applications to real–world problems, including engineering design anf scheduling ? Accessible to those with limitedknowledge of multi–objective optimization and evolutionary algorithms This integrated presentation of theory, algorithms and examples will benefit those working and researching in the areas of optimization, optimal design anf evolutionary computing. ?Deb?s book is complete, eminently...Похожие книги
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