A Branch and Bound Method for Solving Integer Separable Concave Problems |
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Authors: | O. Barrientos R. Correa P. Reyes A. Valdebenito |
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Affiliation: | (1) Centro de Modelamiento Matemático, UMR Universidad de Chile-CNRS, Casilla 170/3, Correo 3, Santiago, Chile |
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Abstract: | A branch and bound algorithm is proposed for solving integer separable concave problems. The method uses Lagrangian duality to obtain lower and upper bounds. We show that the dual program of a separable concave problem is a linear program. Moreover, we identify an excellent candidate to test on each region of the branch and we show an optimality sufficient condition for this candidate. Preliminary computational results are reported. |
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Keywords: | concave programs NP-hard problems branch and bound methods Lagrangian duality |
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