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Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming (International Series of Numerical Mathematics) [Hardcover]

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Item description for Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming (International Series of Numerical Mathematics) by Ivo Nowak, Bonn Karl-Heintz Hoffman & Tempe D. Mittelmann...

This book presents a comprehensive description of theory, algorithms and software for solving nonconvex mixed integer nonlinear programs (MINLP). The main focus is on deterministic global optimization methods, which play a very important role in integer linear programming, and are used only recently in MINLP.

The presented material consists of two parts. The first part describes basic optimization tools, such as block-separable reformulations, convex and Lagrangian relaxations, decomposition methods and global optimality criteria. Some of these results are presented here for the first time.

The second part is devoted to algorithms. Starting with a short overview on existing methods, deformation, rounding, partitioning and Lagrangian heuristics, and a branch-cut-and-price algorithm are presented. The algorithms are implemented as part of an object-oriented library, called LaGO. Numerical results on several mixed integer nonlinear programs are reported to show abilities and limits of the proposed solution methods.

The book contains many illustrations and an up-to-date bibliography. Because of the emphasis on practical methods, as well as the introduction into the basic theory, it is accessible to a wide audience and can be used both as a research as well as a graduate text.





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Item Specifications...


Pages   213
Est. Packaging Dimensions:   Length: 0.75" Width: 6.5" Height: 9.25"
Weight:   1.24 lbs.
Binding  Hardcover
Release Date   Sep 27, 2005
Publisher   Birkhäuser Basel
ISBN  3764372389  
ISBN13  9783764372385  


Availability  108 units.
Availability accurate as of Feb 22, 2017 03:26.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Algorithms
2Books > Special Features > New & Used Textbooks > Sciences > Mathematics
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Heuristic & Constrained Search
4Books > Subjects > Computers & Internet > Computer Science > Software Engineering > Information Systems
5Books > Subjects > Computers & Internet > General
6Books > Subjects > Computers & Internet > Programming > Algorithms > General
7Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
8Books > Subjects > Science > Mathematics > Applied > General
9Books > Subjects > Science > Mathematics > General



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