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Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

  • Rafik Aziz Aliev

Part of the Studies in Fuzziness and Soft Computing book series (STUDFUZZ, volume 293)

Table of contents

  1. Front Matter
    Pages 1-12
  2. Rafik Aziz Aliev
    Pages 1-64
  3. Rafik Aziz Aliev
    Pages 65-88
  4. Rafik Aziz Aliev
    Pages 127-189
  5. Rafik Aziz Aliev
    Pages 191-216
  6. Rafik Aziz Aliev
    Pages 217-230
  7. Rafik Aziz Aliev
    Pages 231-264
  8. Rafik Aziz Aliev
    Pages 265-319
  9. Back Matter
    Pages 0--1

About this book

Introduction

Every day decision making and decision making in complex human-centric systems are characterized by imperfect decision-relevant information. Main drawback of the existing decision theories is namely incapability to deal with imperfect information and modeling vague preferences. Actually, a paradigm of non-numerical probabilities in decision making has a long history and arose also in Keynes’s analysis of uncertainty. There is a need for further generalization – a move to decision theories with perception-based imperfect information described in NL. The languages of new decision models for human-centric systems should be not languages based on binary logic but human-centric computational schemes able to operate on NL-described information. Development of new theories is now possible due to an increased computational power of information processing systems which allows for computations with imperfect information, particularly, imprecise and partially true information, which are much more complex than computations over numbers and probabilities.

The monograph exposes the foundations of a new decision theory with imperfect decision-relevant information on environment and a decision maker’s behavior. This theory is based on the synthesis of the fuzzy sets theory with perception-based information and the probability theory.

The book is self containing and represents in a systematic way the decision theory with imperfect information into the educational systems. The book will be helpful for teachers and students of universities and colleges, for managers and specialists from various fields of business and economics, production and social sphere.

 

 

 

Keywords

Behavioral Decision Making Decision Making Decision Problem Fuzzy Logic Imperfect Information Theory of Decisions Uncertain Preferences

Authors and affiliations

  • Rafik Aziz Aliev
    • 1
  1. 1.Program (USA, Azerbaijan)Joint Business AdministrationBakuAzerbaijan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-34895-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-34894-5
  • Online ISBN 978-3-642-34895-2
  • Series Print ISSN 1434-9922
  • Series Online ISSN 1860-0808
  • Buy this book on publisher's site
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