Building Blocks Propagation in Quantum-Inspired Genetic Algorithm

Autor:	Nowotniak, Robert, Kucharski, Jacek
Rok vydání:	2010
Předmět:	Computer Science - Neural and Evolutionary Computing I.2.8
Druh dokumentu:	Working Paper
Popis:	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. Comment: 16 pages, 7 figures
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1007.4221 Zobrazit plný text záznamu View this record from Arxiv