Large Scale Interactive Fuzzy Multiobjective Programming
Subtitle: Decomposition Approaches
By: by Masatoshi Sakawa
Series: Studies in Fuzziness and Soft Computing -- 48; Studies in Fuzziness and Soft Computing -- 48
Publisher: Physica-Verlag HD; Imprint: Physica
Published: 2000
Place of publication: Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 217
ISBN-13: 9783662003862; 9783790818512
Subjects: Mathematical optimization; Economics; Artificial intelligence; Management information systems
Description: 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.
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Table of contents: title: Introduction; title: Mathematical Preliminaries; title: The Dantzig-Wolfe Decomposition Method; title: Large Scale Fuzzy Linear Programming; title: Large Scale Fuzzy Multioobjective Linear Programming; title: Large Scale Multiobjective Linear Programming with Fuzzy Numbers; title: Genetic Algorithms with Decomposition Procedures; title: Large Scale Fuzzy Multiobjective 0-1 Programming; title: Large Scale Interactive Multiobjective 0-1 Programming with Fuzzy Numbers; title: Further Research Directions.