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Integer Optimization by Local Search

2003-06-26 Computers
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Release : 2003-06-26
Genre : Computers
Kind : eBook
Book Rating : 691/5 ( reviews)

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Book Synopsis Integer Optimization by Local Search by : Joachim P. Walser

Download or read book Integer Optimization by Local Search written by Joachim P. Walser. This book was released on 2003-06-26. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Optimization Over Integers

2005 Algorithms
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Release : 2005
Genre : Algorithms
Kind : eBook
Book Rating : 625/5 ( reviews)

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Book Synopsis Optimization Over Integers by : Dimitris Bertsimas

Download or read book Optimization Over Integers written by Dimitris Bertsimas. This book was released on 2005. Available in PDF, EPUB and Kindle. Book excerpt:

Domain-independent Local Search for Linear Integer Optimization

2004
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Release : 2004
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Domain-independent Local Search for Linear Integer Optimization by : Joachim Paul Walser

Download or read book Domain-independent Local Search for Linear Integer Optimization written by Joachim Paul Walser. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt:

Integer Programming

2020-10-20 Mathematics
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Release : 2020-10-20
Genre : Mathematics
Kind : eBook
Book Rating : 535/5 ( reviews)

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Book Synopsis Integer Programming by : Laurence A. Wolsey

Download or read book Integer Programming written by Laurence A. Wolsey. This book was released on 2020-10-20. Available in PDF, EPUB and Kindle. Book excerpt: A PRACTICAL GUIDE TO OPTIMIZATION PROBLEMS WITH DISCRETE OR INTEGER VARIABLES, REVISED AND UPDATED The revised second edition of Integer Programming explains in clear and simple terms how to construct custom-made algorithms or use existing commercial software to obtain optimal or near-optimal solutions for a variety of real-world problems. The second edition also includes information on the remarkable progress in the development of mixed integer programming solvers in the 22 years since the first edition of the book appeared. The updated text includes information on the most recent developments in the field such as the much improved preprocessing/presolving and the many new ideas for primal heuristics included in the solvers. The result has been a speed-up of several orders of magnitude. The other major change reflected in the text is the widespread use of decomposition algorithms, in particular column generation (branch-(cut)-and-price) and Benders’ decomposition. The revised second edition: Contains new developments on column generation Offers a new chapter on Benders’ algorithm Includes expanded information on preprocessing, heuristics, and branch-and-cut Presents several basic and extended formulations, for example for fixed cost network flows Also touches on and briefly introduces topics such as non-bipartite matching, the complexity of extended formulations or a good linear program for the implementation of lift-and-project Written for students of integer/mathematical programming in operations research, mathematics, engineering, or computer science, Integer Programming offers an updated edition of the basic text that reflects the most recent developments in the field.

Integer Programming and Combinatorial Optimization

2004-05-24 Computers
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Release : 2004-05-24
Genre : Computers
Kind : eBook
Book Rating : 131/5 ( reviews)

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Book Synopsis Integer Programming and Combinatorial Optimization by : Daniel Bienstock

Download or read book Integer Programming and Combinatorial Optimization written by Daniel Bienstock. This book was released on 2004-05-24. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2004, held in New York City, USA in June 2004. The 32 revised papers presented were carefully reviewed and selected from 109 submissions. Among the topics addressed are vehicle routing, network management, mixed-integer programming, computational complexity, game theory, supply chain management, stochastic optimization problems, production scheduling, graph computations, computational graph theory, separation algorithms, local search, linear optimization, integer programming, graph coloring, packing, combinatorial optimization, routing, flow algorithms, 0/1 polytopes, and polyhedra.

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