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A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: preliminary results | IEEE Conference Publication | IEEE Xplore

A parallel implementation of an artificial immune system to handle constraints in genetic algorithms: preliminary results


Abstract:

We present a parallel version of a constraint-handling technique based on the artificial immune system. The proposed approach does not require penalty factors of any kind...Show More

Abstract:

We present a parallel version of a constraint-handling technique based on the artificial immune system. The proposed approach does not require penalty factors of any kind, it is relatively simple to implement and it is quite competitive with more sophisticated techniques. Additionally, when parallelized using an island scheme, the approach not only reduces its computational time, but it also improves the quality of the results produced.
Date of Conference: 12-17 May 2002
Date Added to IEEE Xplore: 07 August 2002
Print ISBN:0-7803-7282-4
Conference Location: Honolulu, HI, USA

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