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An efficient column-generation-based algorithm for solving a pickup-and-delivery problem

delete2011-12-01
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P
Prahalad Venkateshan *
K
Kamlesh Mathur
DOI:10.1016/j.cor.2011.02.009delete
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Abstract

Abstract

En 中文
We introduce a new variation of the pickup-and-delivery problem. Current methods for solving this problem rely on column-generation subroutines embedded in a branch-and-bound tree. Yet, when applied to our problem, these techniques suffer from significant combinatorial explosion in the number of routes generated by the column-generation subroutine and the number of nodes explored in the branch-and-bound tree. In this paper, by exploiting the problem structure, we develop a specialized column-generation subroutine that reduces the combinatorial explosion significantly leading to a more efficient procedure to solve the problem. (C) 2011 Elsevier Ltd. All rights reserved.
Keywords:
Pickup-and-delivery problems
Column generation
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Journal

C
Computers and Operations Research
IF:
4.3
Papers:
6.5K
Citations:
1.8W

Organization

I
indian institute of management (iim system)
Scholars:
3.4K
Papers: 4.4K
Citations: 7
I
Indian Institute of Management Ahmedabad
Scholars:
326
Papers: 330
Citations: 1.7K