Jen-Hao Chang
ABSTRACT
This work proposes a test function to study overlapping. The test function provides full controllability over overlapping. To achieve full controllability, the building block assigning problem is reduced to a bipartite matching problem which allow us to directly assign extent of overlapping to each gene. At the end, an experiment on overlapping shows that to four chosen crossover methods, the problem difficulty increases exponentially with the extent of overlapping.
- M. Tsuji, M. Munetomo, and K. Akama. A crossover for complex building blocks overlapping. In Proceedings of the 8th annual conference on Genetic and evolutionary computation, GECCO '06, pages 1337--1344. ACM, 2006. Google Scholar
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Index Terms
- A test function with full controllability over overlapping: estimation of distribution algorithms
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