ホウチン　テルヒサ   Teruhisa Hochin   寶珍　輝尚    所属   追手門学院大学  理工学部 情報工学科    職種   教授
言語種別	英語
発行・発表の年月	2014/09/29
形態種別	論文
査読	査読あり
標題	Improvement of the success rate of automatic generation of procedural programs with variable initialization using genetic programming
執筆形態	共著・編著（代表編著を除く）
掲載誌名	Proceedings - 2014 IIAI 3rd International Conference on Advanced Applied Informatics, IIAI-AAI 2014
掲載区分	国外
出版社・発行元	IEEE Computer Society
巻・号・頁	pp.699-704
著者・共著者	Fuuki Horii,Teruhisa Hochin,Hiroki Nomiya
概要	Genetic Programming (GP), a method of evolutionary computation, is used in producing a variety of programs. In order to generate a procedural program, handling variables is required. It increases the number of combinations of generated programs. This paper proposes a method including the automatic initialization of variables and decreasing the number of combinations of them. For this propose, two major revisions are introduced. One is the introduction of new parameters, the maximum depth and the minimum depth of the height of a program tree. These make programs easy to have a specific structure. The other is the addition of genetic operations. These are for avoiding convergence of programs. Owing to these revisions, it is possible to improve the success rate of the generation of program that includes all of requirement.
DOI	10.1109/IIAI-AAI.2014.144
DBLP ID	conf/iiaiaai/HoriiHN14
PermalinkURL	https://dblp.uni-trier.de/rec/conf/iiaiaai/2014
researchmap用URL	https://dblp.uni-trier.de/db/conf/iiaiaai/iiaiaai2014.html#HoriiHN14