A new evolutionary algorithm based on sheep flocks heredity model

Autor:	Byungchul Ahn, Hyunchul Kim
Rok vydání:	2002
Předmět:	Mathematical optimization Computer science Cultural algorithm Population-based incremental learning Genetic algorithm Evolutionary algorithm Memetic algorithm Interactive evolutionary computation Genetic representation Evolutionary programming
Zdroj:	2001 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (IEEE Cat. No.01CH37233).
DOI:	10.1109/pacrim.2001.953683
Popis:	A new evolutionary computation algorithm based on sheep flocks heredity is proposed. The algorithm simulates heredity of sheep flocks in a prairie. The algorithm is developed for solving a large scale scheduling problem for a period of several successive years. It is found that the proposed algorithm referred to as the multistage genetic operation can find better solutions than those of the simple genetic algorithm through thermal generator maintenance scheduling examples.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::c7455b24ab10d2a35cc0d4d92f18e8b1 https://doi.org/10.1109/pacrim.2001.953683 Zobrazit plný text záznamu