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A Finite Branch-and-Bound Algorithm for Linear Multiplicative Programming
Authors:Takahito Kuno
Abstract:On the basis of Soland's rectangular branch-and-bound, we develop an algorithm for minimizing a product of p (ge2) affine functions over a polytope. To tighten the lower bound on the value of each subproblem, we install a second-stage bounding procedure, which requires O(p) additional time in each iteration but remarkably reduces the number of branching operations. Computational results indicate that the algorithm is practical if p is less than 15, both in finding an exact optimal solution and an approximate solution.
Keywords:global optimization  nonconvex optimization  linear multiplicative programming  branch-and-bound algorithm  continuous knapsack problem
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