Integer Optimization by Local Search A Domain-Independent Approach
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Integer Optimization by Local Search A Domain-Independent Approach

SKU: 9783540483694

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Additional information

Full Title

Integer Optimization by Local Search A Domain-Independent Approach
Author(s)

Joachim P. Walser
Edition
ISBN

9783540483694, 9783540663676
Publisher

Springer
Format

PDF and EPUB

Description

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.

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