Advances in Learning Automata and Intelligent Optimization

Language: English

Published by Springer International Publishing Jun 2021, 2021

3030762904 / 9783030762902

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book is devoted to the leading research in applying learning automaton (LA) and heuristics for solving benchmark and real-world optimization problems. The ever-increasing application of the LA as a promising reinforcement learning technique in artificial intelligence makes it necessary to provide scholars, scientists, and engineers with a practical discussion on LA solutions for optimization. The book starts with a brief introduction to LA models for optimization. Afterward, the research areas related to LA and optimization are addressed as bibliometric network analysis. Then, LA's application in behavior control in evolutionary computation,and memetic models ofobject migration automataand cellular learning automata for solving NP hardproblems are considered. Next, an overview of multi-population methods for DOPs, LA's application in dynamic optimization problems (DOPs), and the function evaluation management in evolutionary multi-population for DOPs are discussed. Highlighted benefits- Presents the latest advances in learning automata-based optimization approaches.- Addresses the memetic models of learning automata for solving NP-hard problems.- Discusses the application of learning automata for behavior control in evolutionary computation in detail.- Gives the fundamental principles and analyses of the different concepts associated with multi-population methods for dynamic optimization problems. 360 pp. Englisch.…

Seller Inventory # 9783030762902

Title
Advances in Learning Automata and Intelligent Optimization
Author
Javidan Kazemi Kordestani
Publisher
Springer International Publishing Jun 2021
Publication year
2021
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030762904
ISBN 13
9783030762902
Item weight
705 grams
Dimensions
241x160x25 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

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