Building Blocks Propagation in Quantum-Inspired Genetic Algorithm

Details Building Blocks Propagation in Quantum-Inspired Genetic Algorithm Building Blocks Propagation in Quantum-Inspired Genetic Algorithm

2010-07-23

arxiv.org/abs/1007.4221v2

Computer Science

Neural and Evolutionary Computing

16 pages, 7 figures

Scientific paper

This paper presents an analysis of building blocks propagation in Quantum-Inspired Genetic Algorithm, which belongs to a new class of metaheuristics drawing their inspiration from both biological evolution and unitary evolution of quantum systems. The expected number of quantum chromosomes matching a schema has been analyzed and a random variable corresponding to this issue has been introduced. The results have been compared with Simple Genetic Algorithm. Also, it has been presented how selected binary quantum chromosomes cover a domain of one-dimensional fitness function.

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