A GA based penalty function technique for solving constrained redundancy allocation problem of series system with interval valued reliability of components
✍ Scribed by R.K. Gupta; A.K. Bhunia; D. Roy
- Publisher
- Elsevier Science
- Year
- 2009
- Tongue
- English
- Weight
- 746 KB
- Volume
- 232
- Category
- Article
- ISSN
- 0377-0427
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✦ Synopsis
a b s t r a c t
In this paper, we have considered the problem of constrained redundancy allocation of series system with interval valued reliability of components. For maximizing the overall system reliability under limited resource constraints, the problem is formulated as an unconstrained integer programming problem with interval coefficients by penalty function technique and solved by an advanced GA for integer variables with interval fitness function, tournament selection, uniform crossover, uniform mutation and elitism. As a special case, considering the lower and upper bounds of the interval valued reliabilities of the components to be the same, the corresponding problem has been solved. The model has been illustrated with some numerical examples and the results of the series redundancy allocation problem with fixed value of reliability of the components have been compared with the existing results available in the literature. Finally, sensitivity analyses have been shown graphically to study the stability of our developed GA with respect to the different GA parameters.