Evolutionary Algorithms for Solving Multi-objective Problems

Name: Evolutionary Algorithms for Solving Multi-objective Problems
Brand: Springer
SKU: 9780387332543
Price: 538.18 PLN
Availability: InStock

Autor: Coello Coello

Język:

Oprawa: Twarda

Wydawca: Springer

Dostępność: Dostępna u dostawcy

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538.18 zł

Solving multi-objective problems is an evolving effort, and computer science and other related disci...

Informacje o książce

Autor

Coello Coello

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2007

strony

700

EAN

9780387332543

ISBN

0387332545

Enbook ID

04066830

Wydawca

Springer

Waga

1274

Wymiary

164 x 237 x 45

Pełny opis

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 applicablein 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.

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