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Reciprocal Translocation Against GA-Deceptiveness

Authors: Adnan Acan; Yüce Tekol;

Reciprocal Translocation Against GA-Deceptiveness

Abstract

Reciprocal translocation is a nature-inspired crossover operator that is proved to be a useful alternative for the conventional multipoint and uniform crossover operators. This paper compares the performance of reciprocal translocation against the well-known conventional crossover operators for the solution of provably difficult GA-deceptive functions. This study also aims to discover the linkage learning capability of reciprocal translocation since it is an important requirement to be successful on GA-deceptive functions. A number of well-known hard GA-deceptive functions are considered for experimental evaluations and several GA implementations with reciprocal translocation and other conventional crossover operators are used for their solutions. The obtained results show that the performance achieved with reciprocal translocation is much better than that of any other conventional crossover operator.

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Powered by OpenAIRE graph
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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