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A robust algorithm for generalized geometric programming
Authors:Peiping Shen  Yuan Ma  Yongqiang Chen
Institution:(1) College of Mathematics and Information Science, Henan Normal University, Xinxiang, 453007, P.R.China
Abstract:Most existing methods of global optimization for generalized geometric programming (GGP) actually compute an approximate optimal solution of a linear or convex relaxation of the original problem. However, these approaches may sometimes provide an infeasible solution, or far from the true optimum. To overcome these limitations, a robust solution algorithm is proposed for global optimization of (GGP) problem. This algorithm guarantees adequately to obtain a robust optimal solution, which is feasible and close to the actual optimal solution, and is also stable under small perturbations of the constraints.
Keywords:Generalized geometric programming  Robust solution  Global optimization  Essential optimal solution  Monotonic optimization
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