Article ID: | iaor20031682 |
Country: | United States |
Volume: | 50 |
Issue: | 2 |
Start Page Number: | 324 |
End Page Number: | 332 |
Publication Date: | Mar 2002 |
Journal: | Operations Research |
Authors: | Schrage Linus, Menon Syam |
Keywords: | production |
A common problem encountered in paper-production facilities is that of allocating customer orders to machines so as to minimize the total cost of production. It can be formulated as a dual-angular integer program, with identical machines inducing symmetry. While the potential advantages of decomposing large mathematical programs into smaller subproblems have long been recognized, the solution of decomposable integer programs remains extremely difficult. Symmetry intensifies the difficulty. This paper develops an approach, based on the construction of tight subproblem bounds, to solve decomposable dual-angular integer programs and successfully applies it to solve the problem from the paper industry. This method is of particular interest as it significantly reduces the impact of symmetry.