Learning Automata and Stochastic Optimization (Lecture Notes in Control and Information Sciences, 225, Band 225) - Softcover

Poznyak, A.S.

 
9783540761549: Learning Automata and Stochastic Optimization (Lecture Notes in Control and Information Sciences, 225, Band 225)
Softcover
ISBN 10: 3540761543 ISBN 13: 9783540761549
Verlag: Springer, 1997

Inhaltsangabe

In the last decade there has been a steadily growing need for and interest in computational methods for solving stochastic optimization problems with or wihout constraints. Optimization techniques have been gaining greater acceptance in many industrial applications, and learning systems have made a significant impact on engineering problems in many areas, including modelling, control, optimization, pattern recognition, signal processing and diagnosis. Learning automata have an advantage over other methods in being applicable across a wide range of functions. Featuring new and efficient learning techniques for stochastic optimization, and with examples illustrating the practical application of these techniques, this volume will be of benefit to practicing control engineers and to graduate students taking courses in optimization, control theory or statistics.

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Verlag
Springer
Erscheinungsdatum
1997
Sprache
Englisch
ISBN 10 
3540761543
ISBN 13 
9783540761549
Einband
Taschenbuch
Anzahl der Seiten
220
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