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Resource Allocation Using Multi-Objective Evolutionary Algorithms: Solving Resource Allocation Problems using Multi-Objective Evolutionary Algorithms - Softcover

Datta, Dilip

 
9783848441358: Resource Allocation Using Multi-Objective Evolutionary Algorithms: Solving Resource Allocation Problems using Multi-Objective Evolutionary Algorithms
Softcover
ISBN 10: 3848441357 ISBN 13: 9783848441358
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

A resource allocation problem (RAP) is encountered in a variety of areas in operations research and management science. It is a combinatorial optimization problem, where a limited amount of resources are to be allocated to certain number of competitive events in order to achieve the most effective allotment of the resources. Although the properties of an RAP can help in characterizing another RAP, different RAPs are usually studied independently without exploring the similarities among them. Therefore, with the aim of exploring the similarities among different types of RAPs, two versions of NSGA-II, a well-known multi-objective evolutionary algorithm, are developed as the solution techniques for two challenging RAPs of quite different natures, namely the university class timetabling problem and the land-use management problem. Finally, the similarities between the problems, as well as between their solution techniques, are analyzed through a number of case studies under multiple objectives and different sets of hard and soft constraints.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3848441357
ISBN 13 
9783848441358
Einband
Taschenbuch
Anzahl der Seiten
216
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Muse
customerservice@vdm-vsg.de

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Riga
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