Integer Optimization by Local Search

A Domain-Independent Approach

Specificaties
Paperback, 144 blz. | Engels
Springer Berlin Heidelberg | 1999e druk, 1999
ISBN13: 9783540663676
Rubricering
Springer Berlin Heidelberg 1999e druk, 1999 9783540663676
Onderdeel van serie Lecture Notes in Computer Science
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Integer Optimization addresses a wide spectrum of practically important optimization problems and represents a major challenge for algorithmics. The goal of integer optimization is to solve a system of constraints and optimization criteria over discrete variables.
Integer Optimization by Local Search introduces a new approach to domain-independent integer optimization, which, unlike traditional strategies, is based on local search. It develops the central concepts and strategies of integer local search and describes possible combinations with classical methods from linear programming. The surprising effectiveness of the approach is demonstrated in a variety of case studies on large-scale, realistic problems, including production planning, timetabling, radar surveillance, and sports scheduling. The monograph is written for practitioners and researchers from artificial intelligence and operations research.

Specificaties

ISBN13:9783540663676
Taal:Engels
Bindwijze:paperback
Aantal pagina's:144
Uitgever:Springer Berlin Heidelberg
Druk:1999

Inhoudsopgave

Frameworks for Combinatorial Optimization.- Local Search for Integer Constraints.- Case Studies Methodology.- Time-Tabling and Sports Scheduling.- Covering and Assignment.- Capacitated Production Planning.- Extensions.

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        Integer Optimization by Local Search