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Integer Optimization by Local Search

  • Kartonierter Einband
  • 164 Seiten
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Integer Optimization addresses a wide spectrum of practically important optimization problems and represents a major challenge for... Weiterlesen
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Beschreibung

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.

Includes supplementary material: sn.pub/extras



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

Produktinformationen

Titel: Integer Optimization by Local Search
Untertitel: A Domain-Independent Approach
Autor:
EAN: 9783540663676
ISBN: 3540663673
Format: Kartonierter Einband
Herausgeber: Springer Berlin Heidelberg
Genre: Informatik
Anzahl Seiten: 164
Gewicht: 260g
Größe: H235mm x B155mm x T9mm
Jahr: 1999
Untertitel: Englisch
Auflage: 1999

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