Thirteen years have passed since the seminal book on knapsack problems by Martello and Toth appeared. On this occasion a former colleague exclaimed back in 1990: "How can you write 250 pages on the knapsack problem?" Indeed, the definition of the knapsack problem is easily understood even by a non-expert who will not suspect the presence of challenging research topics in this area at the first glance. However, in the last decade a large number of research publications contributed new results for the knapsack problem in all areas of interest such as exact algorithms, heuristics and approximation schemes. Moreover, the extension of the knapsack problem to higher dimensions both in the number of constraints and in the numĀ ber of knapsacks, as well as the modification of the problem structure concerning the available item set and the objective function, leads to a number of interesting variations of practical relevance which were the subject of intensive research during the last few years. Hence, two years ago the idea arose to produce a new monograph covering not only the most recent developments of the standard knapsack problem, but also giving a comprehensive treatment of the whole knapsack family including the siblings such as the subset sum problem and the bounded and unbounded knapsack problem, and also more distant relatives such as multidimensional, multiple, multiple-choice and quadratic knapsack problems in dedicated chapters.
Author(s): Hans Kellerer, Ulrich Pferschy, David Pisinger
Publisher: Springer
Year: 2004
Language: English
Pages: 548
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Front Matter....Pages I-XX
Introduction....Pages 1-14
Basic Algorithmic Concepts....Pages 15-42
Advanced Algorithmic Concepts....Pages 43-72
The Subset Sum Problem....Pages 73-115
Exact Solution of the Knapsack Problem....Pages 117-160
Approximation Algorithms for the Knapsack Problem....Pages 161-183
The Bounded Knapsack Problem....Pages 185-209
The Unbounded Knapsack Problem....Pages 211-234
Multidimensional Knapsack Problems....Pages 235-283
Multiple Knapsack Problems....Pages 285-316
The Multiple-Choice Knapsack Problem....Pages 317-347
The Quadratic Knapsack Problem....Pages 349-388
Other Knapsack Problems....Pages 389-424
Stochastic Aspects of Knapsack Problems....Pages 425-447
Some Selected Applications....Pages 449-482
Introduction to NP-Completeness of Knapsack Problems....Pages 483-493
Back Matter....Pages 495-546