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Linear and Integer Programming vs Linear Integration and Counting

Linear and Integer Programming vs Linear Integration and Counting

A Duality Viewpoint

by Jean-Bernard Lasserre
Paperback
Publication Date: 15/12/2010

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Integer programming (IP) is a fascinating topic. Indeed, while linear programming (LP), its c- tinuous analogue, is well understood and extremely ef?cient LP software packages exist, solving an integer program can remain a formidable challenge, even for some small size problems. For instance, the following small (5-variable) IP problem (called the unbounded knapsack problem) min{213x?1928x?11111x?2345x +9123x} 1 2 3 4 5 s.t. 12223x +12224x +36674x +61119x +85569x = 89643482, 1 2 3 4 5 x ,x ,x ,x ,x?N, 1 2 3 4 5 taken from a list of dif?cult knapsack problems in Aardal and Lenstra [2], is not solved even by hours of computing, using for instance the last version of the ef?cient software package CPLEX. However,thisisnotabookonintegerprogramming,asverygoodonesonthistopicalreadyexist. For standard references on the theory and practice of integer programming, the interested reader is referred to, e.g., Nemhauser and Wolsey [113], Schrijver [121], Wolsey [136], and the more recent Bertsimas and Weismantel [21]. On the other hand, this book could provide a complement to the above books as it develops a rather unusual viewpoint.
ISBN:
9781441918536
9781441918536
Category:
Operational research
Format:
Paperback
Publication Date:
15-12-2010
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
168
Dimensions (mm):
235x178x9mm
Weight:
0.36kg

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