Towards a new evolutionary computation : advances in the estimation of distribution algorithms

＜図書＞
Towards a new evolutionary computation : advances in the estimation of distribution algorithms

責任表示	Jose A. Lozano ... [et al.] (eds.)
シリーズ	Studies in fuzziness and soft computing ; v. 192
データ種別	図書
出版情報	Berlin ; Heidelberg ; New York : Springer , c2006
本文言語	英語
大きさ	xv, 294 p. : ill. ; 24 cm
概要	Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrar...ly to other EC techniques such as the broadly known Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field. This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective. 続きを見る

状態	巻次	所蔵場所	請求記号	刷年	文庫名称	資料番号	コメント	予約・取寄	複写申込	自動書庫
		理系図1F 開架	007.64/L 95	2006		026212006000174		予約・取寄			予約・取寄

別書名	表紙タイトル:Towards an [sic] new evolutionary computation : advances on the estimation of distribution algorithms
一般注記	Includes bibliography and index
著者標目	Lozano, Jose A.
書誌ID	1000023763
ISBN	3540290060
NCID	BA75497753
巻冊次	ISBN:3540290060 ; XISBN:9783540290063
NBN	06,A08,003
登録日	2006.06.12
更新日	2006.06.12