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Qualitative Reasoning

Modeling and the Generation of Behavior

  • Hannes Werthner

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Hannes Werthner
    Pages 1-12
  3. Hannes Werthner
    Pages 13-68
  4. Hannes Werthner
    Pages 69-122
  5. Hannes Werthner
    Pages 123-145
  6. Hannes Werthner
    Pages 146-160
  7. Hannes Werthner
    Pages 161-166
  8. Back Matter
    Pages 167-180

About this book

Introduction

The book provides a survey about the field of Qualitative Reasoning, it contrasts and classifies its approaches and puts them into a common framework. Qualitative Reasoning represents an approach of Artificial Intelligence to model dynamic systems, about which little information is available, and to derive statements about the potential behavior of these systems, putting emphasis on a causal explanation of the behavior. Both variables and relationships between variables are described by means of qualitative terms such as small and large or positive and negative. Since this approach also takes into consideration the way how humans reason about physical systems, it can be stated that Qualitative Reasoning participates in the creation of a cognitive theory of non-numerical process descriptions which can be mapped onto a digital computer. This approach can be used for simulation, diagnosis, design, structure identification and interpretation. Areas of application are physics, medicine, the field of ecology, process control, etc. In addition to the classification of existing methods, the book presents a new approach based on fuzzy sets. And the work relates Qualitative Reasoning with such fields of Expert Systems, System Theory and Cognitive Science.

Keywords

artificial intelligence classification expert system fuzzy fuzzy set information intelligence model modeling simulation systems theory

Authors and affiliations

  • Hannes Werthner
    • 1
  1. 1.Institut für Statistik, OR und ComputerverfahrenUniversität WienÖsterreich

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