Optimized Bayesian Dynamic Advising Theory And Algorithms(2006th Edition)
Authors:
Miroslav Karny
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ISBN: 1852339284, 978-1852339289
Book publisher: Springer
Book Price $0 : This Work Summarizes The Theoretical And Algorithmic Basis Of Optimized Pr- Abilistic Advising. It Developed From A Series Of Targeted Research Projects S- Ported Both By The European Commission And Czech Grant Bodies. The Source Text Has Served As A Common Basis Of Communication For The Research Team. When Accumulating And Re?ning The Material We Found That The Text Could Also Serve As • A Grand Example Of The Strength Of Dynamic Bayesian Decision Making, • A Practical Demonstration That Computational Aspects Do Matter, • A Reference To Ready Particular Solutions In Learning And Optimization Of Decision-making Strategies, • A Source Of Open And Challenging Problems For Postgraduate Students, Young As Well As Experienced Researchers, • A Departure Point For A Further Systematic Development Of Advanced Op- Mized Advisory Systems, For Instance, In Multiple Participant Setting. These Observations Have Inspired Us To Prepare This Book. Prague, Czech Republic Miroslav K´ Arn´ Y October 2004 Josef B¨ Ohm Tatiana V. Guy Ladislav Jirsa Ivan Nagy Petr Nedoma Ludv´ ?k Tesa? R Contents 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 1 Motivation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 2 State Of The Art . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1. 2. 1 Operator Supports . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1. 2. 2 Mainstream Multivariate Techniques . . . . . . . . . . . . . . . . . 4 1. 2. 3 Probabilistic Dynamic Optimized Decision-making . . . . . . 6 1. 3 Developed Advising And Its Role In Computer Support . . . . . . . . . 6 1. 4 Presentation Style, Readership Andlayout . . . . . . . . . . . . . . . . . . . 7 1. 5 Acknowledgements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 2 Underlying Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2. 1 General Conventions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2. 2 Basic Notions And Notations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
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