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Advances in Fuzzy Decision Making

Theory and Practice

  • Book
  • © 2015

Overview

Authors:
  1. Iwona Skalna

    1. AGH University of Science and Technology, Kraków, Poland

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  2. Bogdan Rębiasz

    1. AGH University of Science and Technology, Kraków, Poland

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  3. Bartłomiej Gaweł

    1. AGH University of Science and Technology, Kraków, Poland

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  4. Beata Basiura

    1. AGH University of Science and Techn, Kraków, Poland

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  5. Jerzy Duda

    1. AGH University of Science and Technology, Krakow, Poland

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  6. Janusz Opiła

    1. AGH University of Science and Technology, Kraków, Poland

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  7. Tomasz Pełech-Pilichowski

    1. AGH University of Science and Technology, Kraków, Poland

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  • cutting-edge research in fuzzy decision theory and applications
  • how to deal with uncertain and incomplete information in decision-making
  • Includes practical case-studies on real-life management problems
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 333)

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About this book

This book shows how common operation management methods and algorithms can be extended to deal with vague or imprecise information in decision-making problems. It describes how to combine decision trees, clustering, multi-attribute decision-making algorithms and Monte Carlo Simulation with the mathematical description of imprecise or vague information, and how to visualize such information. Moreover, it discusses a broad spectrum of real-life management problems including forecasting the apparent consumption of steel products, planning and scheduling of production processes, project portfolio selection and economic-risk estimation. It is a concise, yet comprehensive, reference source for researchers in decision-making and decision-makers in business organizations alike.

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Table of contents (8 chapters)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Fuzzy Numbers

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 1-26

  3. Ordering of Fuzzy Numbers

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 27-48

  4. Fuzzy Random Variable and the Dempster-Shafer Theory of Evidence

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 49-54

  5. Multi-attribute Decision Making Process and Its Application

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 55-72

  6. Risk Assessment in the Presence of Uncertainty

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 73-92

  7. Application of Fuzzy Theory in Steel Production Planning and Scheduling

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 93-117

  8. Application of Fuzzy Decision Trees in Analog Forecasting

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 119-134

  9. Selected Issues of Visualisation of Fuzziness in Cardiac Imaging Data

    • Beata Basiura, Jerzy Duda, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski, Bogdan Rębiasz et al.
    Pages 135-151
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Authors and Affiliations

  • AGH University of Science and Technology, Kraków, Poland

    Iwona Skalna, Bogdan Rębiasz, Bartłomiej Gaweł, Janusz Opiła, Tomasz Pełech-Pilichowski

  • AGH University of Science and Techn, Kraków, Poland

    Beata Basiura

  • AGH University of Science and Technology, Krakow, Poland

    Jerzy Duda

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