×

A thermodynamically motivated optimization algorithm: Circular wheel balance optimization. (English) Zbl 0599.65040

The author investigates a Monte Carlo algorithm for finding suboptimal solutions for a wide class of complicated optimization problems characterized by a large combinatorial complexity. This algorithm was applied to one specific problem: circular wheel balance optimization. The slow increase of the effort along with the increasing size of the problems and the generality of the method promise that the thermodynamically motivated optimization will become a very universal and effective optimization method.

MSC:

65K05 Numerical mathematical programming methods
90C30 Nonlinear programming

References:

[1] V. Černý: A Therrnodynamical Approach to The Travelling Salesman Problem: An Efficient Simulation Algorithm. Report, Institute of Physics and Biophysics, Comenius University, Bratislava, 1982, to be published in Journal of Optimization Theory and Applications.
[2] S. Kirkpatrick S. D. Gelatt M. J. Vecchi: Optimization by Simulated Annealing:. Science, 220(1983), 671-680. · Zbl 1225.90162
[3] C. Kittel: Thermal Physics. J. Wiley and Sons, New York, 1969.
[4] N. Metropolis A. Rosenbluth M. Rosenbluth A. Teller, E. Teller: Equation of state Calculations by Fast Computing Machines. J. Chem. Phys., 21 (1953), 1087-1092. · doi:10.1063/1.1699114
[5] R. E. Burkard, F. Rendl: A TherrnodynamicalIy Motivated Simulation Procedure for Combinatorial Optimization Problems. Report 83-12, Institut für Mathematik, Technische University, Graz, 1983. · Zbl 0541.90070
[6] V. Černý: Multiprocessor System as a Statistical Ensemble: a Way Towards General-purpose Parallel Processing and MIND Computers?. Report, Institut of Physics and Biophysics, Comenius University, Bratislava, 1983.
[7] S. Lin, B. W. Kernighan: An Effective Heuristic Algorithm for The Travelling Salesman Problem. Opns. Res., 21 (1973), 498-516. · Zbl 0256.90038 · doi:10.1287/opre.21.2.498
[8] A. Croes: A Method for Solving Travelling Salesman Problems. Opns. Res., 5 (1958), 791-812. · doi:10.1287/opre.6.6.791
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.