Learning Algorithms Theory and Applications : Theory and Applications
Language: English
Published by Springer, Copernicus, 1981
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 54.80
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Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - Learning constitutes one of the most important phase of the whole psychological processes and it is essential in many ways for the occurrence of necessary changes in the behavior of adjusting organisms. In a broad sense influence of prior behavior and its consequence upon subsequent behavior is usually accepted as a definition of learning. Till recently learning was regarded as the prerogative of living beings. But in the past few decades there have been attempts to construct learning machines or systems with considerable success. This book deals with a powerful class of learning algorithms that have been developed over the past two decades in the context of learning systems modelled by finite state probabilistic automaton. These algorithms are very simple iterative schemes. Mathematically these algorithms define two distinct classes of Markov processes with unit simplex (of suitable dimension) as its state space. The basic problem of learning is viewed as one of finding conditions on the algorithm such that the associated Markov process has prespecified asymptotic behavior. As a prerequisite a first course in analysis and stochastic processes would be an adequate preparation to pursue the development in various chapters.…
Seller Inventory # 9780387906409
- Title
- Learning Algorithms Theory and Applications : Theory and Applications
- Author
- S. Lakshmivarahan
- Publisher
- Springer, Copernicus
- Publication year
- 1981
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 0387906401
- ISBN 13
- 9780387906409
- Item weight
- 458 grams
- Dimensions
- 235x155x17 mm
"Synopsis" may belong to another edition of this title.
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