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Evolutionary Algorithms for Solving Multi-Objective Problems - Carlos Coello Coello,David A. van Veldhuizen,Gary B. Lamont

Anglų
2007-09-18
160,86 € 214,48 €

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Solving multi-objective problems is an evolving effort, and computer science and other related disciplines have given rise to many powerful deterministic and stochastic techniques for addressing these large-dimensional optimization problems. Evolutionary algorithms are one such generic stochastic approach that has proven to be successful and widely applicable in solving both single-objective and multi-objec ... Visas aprašymas

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Solving multi-objective problems is an evolving effort, and computer science and other related disciplines have given rise to many powerful deterministic and stochastic techniques for addressing these large-dimensional optimization problems. Evolutionary algorithms are one such generic stochastic approach that has proven to be successful and widely applicable in solving both single-objective and multi-objective problems. This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems, including test suites with associated performance based on a variety of appropriate metrics, as well as serial and parallel algorithm implementations.

Daugiau informacijos

Autorius Carlos Coello Coello, David A. van Veldhuizen, Gary B. Lamont
Leidėjas Springer US
Series Genetic and Evolutionary Computation
Išleidimo metai 2007
Viršelio tipas Kieti viršeliai
EAN 9780387332543
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160,86 € 214,48 €