Book Details

Evolutionary Algorithms for Solving Multi-Objective Problems

Publication year: 2007

: 978-0-387-36797-2

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This book for Solving Multi-Objective Problems, significantly augmented with contemporary knowledge and adapted for the classroom. All the various features of multi-objective evolutionary algorithms (MOEAs) are presented in an innovative and student-friendly fashion, incorporating state-of-the-art research results. The diversity of serial and parallel MOEA structures are given, evaluated and compared. The book provides detailed insight into the application of MOEA techniques to an array of practical problems. The assortment of test suites are discussed along with the variety of appropriate metrics and relevant statistical performance techniques.


: Computer Science, Algorithms, Analysis, algorithm, classification, computer, computer science, evolutionary algorithm, heuristics, metaheuristic, optimization