9781489994608 - Evolutionary Algorithms for Solving Multi-Objective Problems (Genetic and Evolutionary Computation) von Coello Coello, Carlos; Lamont, Gary B.; Van Veldhuizen, Davi... (3 Ergebnisse)

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Taschenbuch. Zustand: Neu. Evolutionary Algorithms for Solving Multi-Objective Problems | Carlos Coello Coello (u. a.) | Taschenbuch | Genetic and Evolutionary Computation | xxi | Englisch | 2014 | Humana | EAN 9781489994608 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.