서지주요정보
Stochastic Learning and Optimization: A Sensitivity-Based Approach [electronic resource]
서명 / 저자 Stochastic Learning and Optimization [electronic resource] : A Sensitivity-Based Approach / by Xi-Ren Cao.
저자명 Cao, Xi-Ren. author. (orcid)0000-0001-5165-8804 https://orcid.org/0000-0001-5165-8804 aut http://id.loc.gov/vocabulary/relators/aut
단체명 SpringerLink (Online service)
발행사항 New York, NY : Springer US : Imprint: Springer, 2007.
Online Access https://doi.org/10.1007/978-0-387-69082-7 URL

서지기타정보

서지기타정보
청구기호 QA76.9.M35 
판사항 1st ed. 2007.
형태사항 XX, 566 p. 119 illus. With 212 Problems. online resource.
언어 English
내용 Four Disciplines in Learning and Optimization -- Perturbation Analysis -- Learning and Optimization with Perturbation Analysis -- Markov Decision Processes -- Sample-Path-Based Policy Iteration -- Reinforcement Learning -- Adaptive Control Problems as MDPs -- The Event-Based Optimization - A New Approach -- Event-Based Optimization of Markov Systems -- Constructing Sensitivity Formulas.
주제 Computer science—Mathematics.
Engineering design.
Control engineering.
Artificial intelligence.
Calculus of variations.
Probabilities.
Discrete Mathematics in Computer Science. --https://scigraph.springernature.com/ontologies/product-market-codes/I17028
Engineering Design. --https://scigraph.springernature.com/ontologies/product-market-codes/T17020
Control and Systems Theory. --https://scigraph.springernature.com/ontologies/product-market-codes/T19010
Artificial Intelligence. --https://scigraph.springernature.com/ontologies/product-market-codes/I21000
Calculus of Variations and Optimal Control; Optimization. --https://scigraph.springernature.com/ontologies/product-market-codes/M26016
Probability Theory and Stochastic Processes. --https://scigraph.springernature.com/ontologies/product-market-codes/M27004
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9780387515298 Printed edition: 9781441942227 Printed edition: 9780387367873
ISBN 9780387690827
기타 표준번호 10.1007/978-0-387-69082-7
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