An objective hyperplane search procedure for solving the general all-integer linear programming problem

An objective hyperplane search procedure for solving the general all-integer linear programming problem

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Article ID: iaor19992598
Country: Netherlands
Volume: 104
Issue: 3
Start Page Number: 601
End Page Number: 614
Publication Date: Feb 1998
Journal: European Journal of Operational Research
Authors: , ,
Abstract:

We describe an objective hyperplane search method for solving a class of integer linear programming (ILP) problems. We formulate the search as a bounded knapsack problem and develop requisite theory for formulating knapsack problems with composite constraints and composite objective functions that facilitate convergence to an ILP solution. A heuristic solution algorithm was developed and used to solve a variety of test problems found in the literature. The method obtains optimal or near-optimal solutions in acceptable ranges of computational effort.

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