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Large Scale Interactive Fuzzy Multiobjective Programming

Decomposition Approaches

  • Book
  • © 2000

Overview

Authors:
  1. Masatoshi Sakawa

    1. Department of Industrial and Systems Engineering, Faculty of Engineering Hiroshima University, Higashi-Hiroshima, Japan

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Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 48)

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Table of contents (10 chapters)

  1. Front Matter

    Pages I-XIV
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  2. Introduction

    • Masatoshi Sakawa
    Pages 1-7

  3. Mathematical Preliminaries

    • Masatoshi Sakawa
    Pages 9-39

  4. The Dantzig-Wolfe Decomposition Method

    • Masatoshi Sakawa
    Pages 41-52

  5. Large Scale Fuzzy Linear Programming

    • Masatoshi Sakawa
    Pages 53-64

  6. Large Scale Fuzzy Multiobjective Linear Programming

    • Masatoshi Sakawa
    Pages 65-84

  7. Large Scale Multiobjective Linear Programming with Fuzzy Numbers

    • Masatoshi Sakawa
    Pages 85-116

  8. Genetic Algorithms with Decomposition Procedures

    • Masatoshi Sakawa
    Pages 117-134

  9. Large Scale Fuzzy Multiobjective 0–1 Programming

    • Masatoshi Sakawa
    Pages 135-148

  10. Large Scale Interactive Multiobjective 0–1 Programming with Fuzzy Numbers

    • Masatoshi Sakawa
    Pages 149-171

  11. Further Research Directions

    • Masatoshi Sakawa
    Pages 173-204

  12. Back Matter

    Pages 205-218
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Keywords

About this book

Simultaneous considerations of multiobjectiveness, fuzziness and block angular structures involved in the real-world decision making problems lead us to the new field of interactive multiobjective optimization for large scale programming problems under fuzziness. The aim of this book is to introduce the latest advances in the new field of interactive multiobjective optimization for large scale programming problems under fuzziness on the basis of the author's continuing research. Special stress is placed on interactive decision making aspects of fuzzy multiobjective optimization for human-centered systems in most realistic situations when dealing with fuzziness. The book is intended for graduate students, researchers and practitioners in the fields of operations research, industrial engineering, management science and computer science.

Authors and Affiliations

  • Department of Industrial and Systems Engineering, Faculty of Engineering Hiroshima University, Higashi-Hiroshima, Japan

    Masatoshi Sakawa

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