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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.
List of contents
From the contents:
Introduction
- Mathematical Preliminaries
- The Dantzig-Wolfe Decomposition Method
- Large Scale Fuzzy Linear Programming
- Large Scale Fuzzy Multioobjective Linear Programming
- Large Scale Multiobjective Linear Programming with Fuzzy Numbers
- Genetic Algorithms with Decomposition Procedures
- Large Scale Fuzzy Multiobjective 0-1 Programming
- Large Scale Interactive Multiobjective 0-1 Programming with Fuzzy Numbers
- Further Research Directions
