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" Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty "
edited by Roman Slowinski, Jacques Teghem.
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BL
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| Record Number
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775543
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b595539
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| Main Entry
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edited by Roman Slowinski, Jacques Teghem.
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| Title & Author
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Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty\ edited by Roman Slowinski, Jacques Teghem.
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| Publication Statement
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Dordrecht : Springer Netherlands, 1990
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| Series Statement
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Theory and decision library., Series D,, System theory, knowledge engineering, and problem solving ;, 6.
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| Page. NO
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(440 pages)
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| ISBN
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940092111X
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: 9401074496
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: 9789400921115
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: 9789401074490
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| Contents
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I. The General Framework.- 1. Multiobjective programming under uncertainty : scope and goals of the book.- 2. Multiobjective programming : basic concepts and approaches.- 3. Stochastic programming : numerical solution techniques by semi-stochastic approximation methods.- 4. Fuzzy programming : a survey of recent developments.- II. The Stochastic Approach.- 1. Overview of different approaches for solving stochastic programming problems with multiple objective functions.- 2. "STRANGE" : an interactive method for multiobjective stochastic linear programming, and "STRANGE-MOMIX" : its extension to integer variables.- 3. Application of STRANGE to energy studies.- 4. Multiobjective stochastic linear programming with incomplete information : a general methodology.- 5. Computation of efficient solutions of stochastic optimization problems with applications to regression and scenario analysis.- III. The Fuzzy Approach.- 1. Interactive decision-making for multiobjective programming problems with fuzzy parameters.- 2. A possibilistic approach for multiobjective programming problems. Efficiency of solutions.- 3. "FLIP" : an interactive method for multiobjective linear programming with fuzzy coefficients.- 4. Application of "FLIP" method to farm structure optimization under uncertainty.- 5. "FULPAL" : an interactive method for solving (multiobjective) fuzzy linear programming problems.- 6. Multiple objective linear programming problems in the presence of fuzzy coefficients.- 7. Inequality constraints between fuzzy numbers and their use in mathematical programming.- 8. Using fuzzy logic with linguistic quantifiers in multiobjective decision making and optimization: A step towards more human-consistent models.- IV. Stochastic Versus Fuzzy Approaches and Related Issues.- 1. Stochastic versus possibilistic multiobjective programming.- 2. A comparison study of "STRANGE" and "FLIP".- 3. Multiobjective mathematical programming with inexact data.
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Economics.
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| Subject
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Logic, Symbolic and mathematical.
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| LC Classification
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QA402.5E358 1990
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| Added Entry
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Jacques Teghem
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Roman Slowinski
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