Combinatorial Optimization: Theory and Algorithms

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This comprehensive textbook on combinatorial optimization places special emphasis on theoretical results and algorithms with provably good performance, in contrast to heuristics. It is based on numerous courses on combinatorial optimization and specialized topics, mostly at graduate level. This book reviews the fundamentals, covers the classical topics (paths, flows, matching, matroids, NP-completeness, approximation algorithms) in detail, and proceeds to advanced and recent topics, some of which have not appeared in a textbook before. Throughout, it contains complete but concise proofs, and also provides numerous exercises and references.

This fifth edition has again been updated, revised, and significantly extended, with more than 60 new exercises and new material on various topics, including Cayley's formula, blocking flows, faster b-matching separation, multidimensional knapsack, multicommodity max-flow min-cut ratio, and sparsest cut. Thus, this book represents the state of the art of combinatorial optimization.

Author(s): Bernhard Korte, Jens Vygen (auth.)
Series: Algorithms and Combinatorics 21
Edition: 5
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2012

Language: English
Pages: 660
Tags: Combinatorics; Calculus of Variations and Optimal Control; Optimization; Mathematics of Computing; Operations Research/Decision Theory

Front Matter....Pages I-XIX
Introduction....Pages 1-12
Graphs....Pages 13-49
Linear Programming....Pages 51-71
Linear Programming Algorithms....Pages 73-99
Integer Programming....Pages 101-129
Spanning Trees and Arborescences....Pages 131-155
Shortest Paths....Pages 157-171
Network Flows....Pages 173-209
Minimum Cost Flows....Pages 211-239
Maximum Matchings....Pages 241-271
Weighted Matching....Pages 273-299
b -Matchings and T -Joins....Pages 301-320
Matroids....Pages 321-353
Generalizations of Matroids....Pages 355-375
NP -Completeness....Pages 377-412
Approximation Algorithms....Pages 413-457
The Knapsack Problem....Pages 459-470
Bin-Packing....Pages 471-488
Multicommodity Flows and Edge-Disjoint Paths....Pages 489-520
Network Design Problems....Pages 521-556
The Traveling Salesman Problem....Pages 557-592
Facility Location....Pages 593-628
Back Matter....Pages 629-659