Erweiterte
Suche ›

Evolutionary Multi-objective Optimization in Uncertain Environments

Issues and Algorithms

Springer Berlin,
Buch
160,49 € Lieferbar in 5-7 Tagen
Dieses Produkt ist auch verfügbar als:

Kurzbeschreibung

The primary motivation of this book is to provide a comprehensive introduction on the design and application of evolutionary algorithms for multi-objective optimization in the presence of uncertainties. The book is intended for a wide readership.

Details
Schlagworte
Hauptbeschreibung

Titel: Evolutionary Multi-objective Optimization in Uncertain Environments
Autoren/Herausgeber: Chi-Keong Goh, Kay Chen Tan
Aus der Reihe: Studies in Computational Intelligence
Ausgabe: Softcover reprint of hardcover 1st ed. 2009

ISBN/EAN: 9783642101137

Seitenzahl: 271
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 439 g
Sprache: Englisch

Evolutionary algorithms are sophisticated search methods that have been found to be very efficient and effective in solving complex real-world multi-objective problems where conventional optimization tools fail to work well. Despite the tremendous amount of work done in the development of these algorithms in the past decade, many researchers assume that the optimization problems are deterministic and uncertainties are rarely examined.
The primary motivation of this book is to provide a comprehensive introduction on the design and application of evolutionary algorithms for multi-objective optimization in the presence of uncertainties. In this book, we hope to expose the readers to a range of optimization issues and concepts, and to encourage a greater degree of appreciation of evolutionary computation techniques and the exploration of new ideas that can better handle uncertainties. "Evolutionary Multi-Objective Optimization in Uncertain Environments: Issues and Algorithms" is intended for a wide readership and will be a valuable reference for engineers, researchers, senior undergraduates and graduate students who are interested in the areas of evolutionary multi-objective optimization and uncertainties.

buchhandel.de - Newsletter
Möchten Sie sich für den Newsletter anmelden?


Bitte geben Sie eine gültige E-Mail-Adresse ein.
Lieber nicht