Abstract
An algorithm for solving posynomial geometric programs is presented. The algorithm uses a modification of the concave simplex method to solve the dual program which has a nondifferentiable objective function. The method permits simultaneous changes in certain blocks of dual variables. A convergence proof follows from the convergence proof of the concave simplex method. Some computational results on problems with up to forty degrees of difficulty are included.
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Duffin, R. J., Peterson, E. L., andZener, C.,Geometric Programming— Theory and Applications, John Wiley and Sons, New York, New York, 1967.
Duffin, R. J., andPeterson, E. L.,Duality Theory for Geometric Programming, SIAM Journal on Applied Mathematics, Vol. 14, pp. 1307–1349, 1966.
Rijckaert, M. J.,Engineering Applications of Geometric Programming, Optimization Theory in Technological Design, Edited by M. Avriel, M. Rijckaert, and D. Wilde, Prentice-Hall, Englewood Cliffs, New Jersey, 1972.
Duffin, R. J., andPeterson, E. L.,Geometric Programming with Signomials, Carnegie-Mellon University, Mathematics Department, Report No. 70-38, 1970.
Passy, U., andWilde, D. J.,Generalized Polynomial Optimization, SIAM Journal on Applied Mathematics, Vol. 15, pp. 1344–1356, 1967.
Avriel, M., andWilliams, A. C.,Complementary Geometric Programming, SIAM Journal on Applied Mathematics, Vol. 19, pp. 125–141, 1970.
Duffin, R. J., andPeterson, E. L.,Reversed Geometric Programs Treated by Harmonic Means, Carnegie-Mellon University, Mathematics Department, Report No. 71-19, 1971.
Zangwill, W. I.,The Convex Simplex Method, Management Science, Vol. 14, No. 3, 1967.
Zangwill, W. I.,Nonlinear Programming: A Unified Approach, Prentice-Hall, Englewood Cliffs, New Jersey, 1969.
Passy, U., andWilde, D. J.,A Geometric Programming Algorithm for Solving Chemical Equilibrium Problems, SIAM Journal on Applied Mathematics, Vol. 16, pp. 363–373, 1968.
Beck, P. A., andEcker, J. G.,Some Computational Experience with a Modified Concave Simplex Algorithm for Geometric Programming, Rensselaer Polytechnic Institute, Operations Research and Statistics Research, Paper No. 73-P1, 1973.
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Communicated by R. A. Howard
This research was supported in part by the United States Air Force, Air Force Institute of Technology, and in part by the National Science Foundation, Grant No. GP-32844X.
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Beck, P.A., Ecker, J.G. A modified concave simplex algorithm for geometric programming. J Optim Theory Appl 15, 189–202 (1975). https://doi.org/10.1007/BF02665292
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DOI: https://doi.org/10.1007/BF02665292