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Browsing by Subject "quantum-inspired evolutionary algorithms"

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    Item type:Article, Access status: Open Access ,
    Building blocks propagation in quantum-inspired genetic algorithm
    (Wydawnictwa AGH, 2010) Nowotniak, Robert; Kucharski, Jacek
    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.