Uniform crossover in genetic algorithms
Proceedings of the third international conference on Genetic algorithms
Convergence of a recombination-based elitist evolutionary algorithm on the royal roads test function
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
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Genetic algorithms (GA) mostly commonly use three main operators: selection, crossover and mutation, although many others have been proposed in the literature. This article introduces a new operator, k-bit-swap, which swaps bits between two strings without preserving the location of those bits, changing their order of bits in the string. It can be considered as a form of crossover. We investigate the effects of this operator and demonstrate that its use improves the speed and performance on several well-known problems.