This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Application of Simulated Annealing Algorithm in the Reliability Optimization of Redundant System
Technical Paper
2004-01-3280
ISSN: 0148-7191, e-ISSN: 2688-3627
Annotation ability available
Sector:
Language:
English
Abstract
This work presents an application of the simulated annealing algorithm to redundant system reliability optimization, and its objective is to analyze this method and compare to other optimization methods, which are Genetic Algorithm, Evolution Strategy and Lagrange Multipliers. A hidrid optimization algorithm, composed by Simulated Annealing and Genetic Algorithm, is also developed in this work, to conciliate the advantages of both methods. The results presented by the Simulated Annealing and the hybrid algorithm are significant and validate these methods as robust tools for parameters optimization in engineering systems developments
Authors
Citation
Mori, B., de Castro, H., and Cavalca, K., "Application of Simulated Annealing Algorithm in the Reliability Optimization of Redundant System," SAE Technical Paper 2004-01-3280, 2004, https://doi.org/10.4271/2004-01-3280.Also In
References
- Castro, H. F. Cavalca, K. L. Reliability Optimization of Redundant System SAE Technical Papers. In: CONGRESSO SAE BRASIL 2002 São Paulo. Danvers MA USA 2002 1 1 9
- Castro, Hélio Fiori de Otimização da Confiabilidade e Disponibilidade em Sistemas Redundantes Universidade Estadual de Campinas 2003 139
- Metropolis, N. Rosenbluth A. Rosenbluth M. Teller A. Teller E. Equation of State Calculations by Fast Computing Machines J. of Chem. Physics 21 1953
- Holland, J. H. Adaptation in natural and artificial system: an introduction with application to biology, control and artificial intelligence An Arbor, MI University of Michigan Press 1975
- Ravi, V. Murty, B. S. N. Reddy, P. J. Nonequilibrium Simulated Annealing-Algorithm Applied to Reliability Optimization of Complex Systems IEEE Transaction on Reliability 46 2 233 239 June 1997
- Laarhoven, P. M. Aarts, E. Simulated Annealing: theory and applications Dordrecht: Kluwer 1989 187
- Kuo, W. Prasad, V., R. “An Annotated Overview of System-Reliability Optimization” IEEE Transactions on Reliability 49 2 176 187 June 2000