Advanced Information and Knowledge Processing
cover

Optimized Bayesian Dynamic Advising

Theory and Algorithms

Editors: Karny, Miroslav (Ed.)

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eBook 166,59 €
price for Spain (gross)
  • ISBN 978-1-84628-254-6
  • Digitally watermarked, DRM-free
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Hardcover 202,79 €
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  • ISBN 978-1-85233-928-9
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Softcover 202,79 €
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  • ISBN 978-1-4471-5675-8
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About this book

Written by one of the world’s leading groups in the area of Bayesian identification, control and decision making, this book provides the theoretical and algorithmic basis of optimized probabilistic advising.
Starting from abstract ideas and formulations, and culminating in detailed algorithms, Optimized Bayesian Dynamic Advising comprises a unified treatment of an important problem of the design of advisory systems supporting supervisors of complex processes. It introduces the theoretical and algorithmic basis of developed advising, relying on novel and powerful combination black-box modeling by dynamic mixture models and fully probabilistic dynamic optimization. The proposed non-standard problem formulation and its solution mark a significant contribution to the design of anthropocentric automation systems.
Written for a broad audience, including developers of algorithms and application engineers, researchers, lecturers and postgraduates, this book can be used as a reference tool, and an advanced text on Bayesian dynamic decision making.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Introduction

    Pages 1-10

  • Underlying theory

    Pages 11-41

  • Approximate and feasible learning

    Pages 43-56

  • Approximate design

    Pages 57-65

  • Problem formulation

    Pages 67-94

Buy this book

eBook 166,59 €
price for Spain (gross)
  • ISBN 978-1-84628-254-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 202,79 €
price for Spain (gross)
  • ISBN 978-1-85233-928-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 202,79 €
price for Spain (gross)
  • ISBN 978-1-4471-5675-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Optimized Bayesian Dynamic Advising
Book Subtitle
Theory and Algorithms
Editors
  • Miroslav Karny
Series Title
Advanced Information and Knowledge Processing
Copyright
2006
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-84628-254-6
DOI
10.1007/1-84628-254-3
Hardcover ISBN
978-1-85233-928-9
Softcover ISBN
978-1-4471-5675-8
Series ISSN
1610-3947
Edition Number
1
Number of Pages
XVII, 529
Topics