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ASME Press Select Proceedings

Intelligent Engineering Systems through Artificial Neural Networks Volume 18

Editor
Cihan H. Dagli
Cihan H. Dagli
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ISBN-10:
0791802823
ISBN:
9780791802823
No. of Pages:
700
Publisher:
ASME Press
Publication date:
2008

In this paper, we describe an implementation of a hybrid GA∕IA algorithm (HGA) which combines a Genetic Algorithm (GA) with the Immune Algorithm (IA) for solving multiobjective nonlinear integer programming problems. This proposed method can find better quality Pareto solutions. Moreover, we apply the HGA for solving the optimal design problem of the system reliability as a numerical example of the multiobjective nonlinear integer programming problem. We compare the proposed method with the simple genetic algorithm to verify its effectiveness.

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