A deterministic approach to linear programs with several additional multiplicative constraints

A deterministic approach to linear programs with several additional multiplicative constraints

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Article ID: iaor20003758
Country: Netherlands
Volume: 14
Issue: 3
Start Page Number: 347
End Page Number: 366
Publication Date: Nov 1999
Journal: Computational Optimization and Applications
Authors: , ,
Keywords: optimization, computational analysis
Abstract:

We consider a global optimization problem of minimizing a linear function subject to p linear multiplicative constraints as well as ordinary linear constraints. We show that this problem can reduce to a 2p-dimensional reverse convex program, and present an algorithm for solving the resulting problem. Our algorithm converges to a globally optimal solution and yields an ε-approximate solution in finite time for any ε > 0. We also report some results of computational experiment.

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