Applications of Bayesian Classifiers : Uncertainty Modeling, Global Optimization, and SolidMechanics Problems

Language: English

Published by VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K., 2008

3639088956 / 9783639088953

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - In this book, it is shown how pattern recognitionapproaches developed in computer science can beseamlessly combined with statistical techniques toproduce a knowledge driven search algorithm. Twodifferent classes of applications are used todemonstrate the wide applicability of the algorithm.The first class of applications is in global designoptimization. In design optimization applications,Bayesian classification tree is used to generatehigh-performing design alternatives. The second is inthe structural mechanics of systems with spatiallyrandom properties. In applications involvingspatially random properties, the classification treeprovides pattern-based features that can be used toidentify regions of a system with desirable orundesirable local properties. The theories andexample applications should be especially useful toresearchers and professionals in the field ofuncertainty modeling and design optimization.

Seller Inventory # 9783639088953

Title
Applications of Bayesian Classifiers : Uncertainty Modeling, Global Optimization, and SolidMechanics Problems
Author
Haoyang Liu
Publisher
VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K.
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3639088956
ISBN 13
9783639088953
Item weight
233 grams
Dimensions
220x150x9 mm

AHA-BUCH GmbH

Einbeck, Germany

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