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[Lecture Notes in Computer Science] Computational Combinatorial Optimization Volume 2241 || Branch, Cut, and Price: Sequential and Parallel

✍ Scribed by Jünger, Michael; Naddef, Denis


Book ID
121511051
Publisher
Springer Berlin Heidelberg
Year
2001
Tongue
English
Weight
324 KB
Edition
2
Category
Article
ISBN
3540455868

No coin nor oath required. For personal study only.

✦ Synopsis


This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.


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