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Masatoshi Sakawa

Genetic Algorithms and Fuzzy Multiobjective Optimization (Operations Research/Computer Science Interfaces Series)

Обложка книги Genetic Algorithms and Fuzzy Multiobjective Optimization (Operations Research/Computer Science Interfaces Series)

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ISBN: 0792374525
Издательство: Springer; 1 edition
Год издания: 2005
Страниц: 304
Since the introduction of genetic algorithms in the 1970s, an enormous number of articles together with several significant monographs and books have been published on this methodology. As a result, genetic algorithms have made a major contribution to optimization, adaptation, and learning in a wide variety of unexpected fields. Over the years, many excellent books in genetic algorithm optimization have been published; however, they focus mainly on single-objective discrete or other hard optimization problems under certainty. There appears to be no book that is designed to present genetic algorithms for solving not only single-objective but also fuzzy and multiobjective optimization problems in a unified way. Genetic Algorithms And Fuzzy Multiobjective Optimization introduces the latest advances in the field of genetic algorithm optimization for 0-1 programming, integer programming, nonconvex programming, and job-shop scheduling problems under multiobjectiveness and fuzziness. In...