Adaptive learning by genetic algorithms : analytical results and applications to economic models

＜図書＞
Adaptive learning by genetic algorithms : analytical results and applications to economic models

責任表示	Herbert Dawid
シリーズ	Lecture notes in economics and mathematical systems ; 441
データ種別	図書
出版情報	Berlin ; New York : Springer-Verlag , c1996
本文言語	英語
大きさ	ix, 166 p. : ill. ; 24 cm
概要	This book deals with the learning behavior of boundedly rational agents in economic systems. In particular, the modeling of learning populations by genetic algorithms is studied in detail. After an e...tensive review and discussion of the existing literature in the first part, a mathematical analysis of the dynamic properties of genetic algorithm learning in the general framework of systems with a state dependent fitness function is provided. It is shown that co-evolutionary economic models typically fall into this class and the usefulness of the analytical results derived is illustrated in several game theoretic and microeconomic models. The mathematical analysis is complemented by extensive simulation analyses. The last part of the book demonstrates how the obtained theory may be used to design the algorithm such that the learning of equilibria of the economic system is facilitated. 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
		中央図 3B	331.19/D 47/1	1996		017211997014083		予約・取寄			予約・取寄
		理系図3F 数理独自	SER/LNEMS/441	1996		023211996010511		予約・取寄			予約・取寄

一般注記	Includes bibliographical references (p. [151]-157) and index
著者標目	*Dawid, Herbert
件　名	LCSH:Economics -- Mathematical models 全ての件名で検索 LCSH:Genetic algorithms
分　類	LCC:HB135 DC20:330/.01/5118
書誌ID	1000288464
ISBN	354061513X
NCID	BA28396819
巻冊次	ISBN:354061513X
登録日	2009.09.11
更新日	2009.11.02