Availability allocation to repairable systems with genetic algorithms: A multi-objective formulation

Reliability Engineering and System Safety

Volumn 82, Issue 3, 2003, Pages 319-330

  Elegbede, Charles ^a,b   Adjallah, Kondo ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE TROYES   (France)

^b AIRBUS GROUP INNOVATIONS   (Germany)

Author keywords

Availability allocation; Genetic algorithms; Multi objective optimization

Indexed keywords

COSTS; OPTIMIZATION; RELIABILITY;

MULTI-OBJECTIVE OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 0141929393     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2003.08.001     Document Type: Article

References (40)

1. Pagès A., Gondran M. Fiabilité des systèmes. 1980;Eyrolles, Paris.
2. Tillman F., Hwang C.-L., Kuo W. Optimization of systems reliability. 1985;Marcel Dekker, New York.
3. Elegbede C., Yalaoui F., Adjallah K.H., Chu C. Allocation de fiabilité par les algorithmes génétiques et le recuit simulé Congrès International Pluridisciplinaire, Qualité et Sûreté de Fonctionnement. Paris, France, 25-26 Mars. 1999;. p. 475-83.
4. Villemeur A. Sûreté de fonctionnement des systèmes industriels. 1988;Eyrolles, Paris.
5. Michalewicz Z. Genetics algorithms+data structures=evolution programs. 1996;Springer, New York.
6. Goldberg D. Les algorithmes génétiques. 1994;Addison-Wesley, Paris.
7. Coit D., Smith E. Reliability optimization of series parallel systems using genetic algorithm. IEEE Trans Reliab. R45:(2):1996;254-260.
8. Campbell J., Painton L. Genetic algorithm in optimization of system reliability. IEEE Trans Reliab. R44:(2):1995;172-178.
9. Elegbede C., Adjallah K. Reliability allocation to components following Weibull law using genetics algorithms. ESREL'99, European Safety and reliability Conference, Munich, Germany, 13-17 September. 1999;. p. 999-1004.
10. Elegbede CAO. Contribution aux méthodes d'allocation d'exigences de fiabilité aux composants de systemes. PhD dissertation, Université de Technologie de Compiègne; 2000.
11. Gen M., Kim J.R. GA-based reliability design: state-of-the-art survey. Proc Comput Ind Engng. 37:(1/2):1999;151-155.
12. Minoux M. Programmation mathématique. vol. 1:1983;Dunod, Paris.
13. Culioli J.-C. Introduction à loptimization. 1994;Ellipses, Paris.
14. Cohon J.L. Multi-objective programming and planning. 1978;Academic Press, California.
15. Dhingra A. Optimal apportionment of reliability in series systems under multiple objectives. IEEE Trans Reliab. 41:(4):1992.
16. Valiron G. Théorie des fonctions. 1948;Masson et Cie, Paris.
17. Darwin C. L'origine des espèces. 1992;GF-Flamarion, Paris.
18. Bäck T. Evolutionnary algorithms in theory and practice. 1996;Oxford University Press, Oxford.
19. Goupy J. La méthode des plans d'expériences. 1998;Dunod, Paris.
20. Sado G., Sado M.-C. Les plans d'expériences. 1991;Afnor, Paris.
21. Dey A, Mukerjee R. Fractional, factorial plans. In: Series of Probability and Statistics. New York: Wiley; 1999.
22. Myers H.R., Montgomery D.C. Response surface methodology: process and product optimization using designed experiments. 1995;Wiley, New York.
23. Yang J.-E., Hwang M.-J., Sung T.-Y., Jin Y. Application of genetic algorithm for reliability allocation in nuclear power plants. Reliab Engng Syst Saf. 65:2000;229-238.
24. Giuggioli Busacca P., Marsenguera M., Zio E. Multiobjective optimization by genetic algorithms: application to safety systems. Reliab Engng Syst Saf. 72:2001;59-74.
25. Levitin G., Lisnianski A., Ben-Haim H., Elmakis D. Redundancy optimization for series-parallel multi-state systems. IEEE Trans Reliab. 47:(2):1998;165-172.
26. Schoenauer M, Michalewicz Z. Evolutionary computation. Control Cybern 1997;26(3):307-38.
27. Michalewicz Z., Daguspta D., Le Riche R.G., Schoenauer M. Evolutionnary algorithms for constrained engineering problems. Comput Engng Ind J. 30:(4):1996;851-870.
28. Lin C.-Y., Hajela P. Genetic algorithms in optimization problems with discrete and integer design variables. Engng Opt. 1992;309-327.
29. Chern M.-S. On the computational complexity of reliability redundancy allocation series system. Oper Res Lett. 11:1992;309-315.
30. Coello CAC. An empirical study of evolutionary techniques for multiobjective optimization in engineering design. An abstract submitted on the fourth day of 1996 partial fulfillment of the requirements for the degree of Doctor of philosophy; 1996.
31. Kuo W., Prasad R. An annotated overview of system-reliability optimization. IEEE Trans Reliab. 49:(2):2000;176-187.
32. Misra K.B., Ljubojecvic M.D. Optimal reliability design of a system: a new look. IEEE Trans Reliab. R-22:(5):1973;255-258.
33. Eckart Z. Evolutionary algorithms for multiobjective optimization methods and applications. PhD dissertation. Shaker Verlag Aachen; 1999.
34. Srinivas N., Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms. Evol Comput. 2:(3):1995;221-248.
35. Eckart Z. Multiobjective algorithms: a comparative case study and the strength Pareto approach. IEEE Trans Evol Comput. 3:(4):1999;257-271.
36. Fonseca C., Fleming P.J. An overview of evolutionary algorithms in multiobjective optimization. Evol Comput. 3:(1):1995;1-16.
37. Spear W. Role of mutation and recombination in evolutionary algorithms. PhD dissertation. George Mason University, Fairfax, Virginia; 1998.
38. Coit D.W., Smith A. Penalty guided genetic search for reliability design optimization. Comput Engng. 30:1996;895-904.
39. Grefenstette J.J. Optimization of control parameters for genetics algorithms. Trans Syst Man, Cybern. 1:1986;122-128.
40. Lin C.-Y., Hajela P. Genetic algorithms optimization problems with discrete and integer design variables. Engng Opt. 19:1992;309-327.