عنوان

Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty

(Number (ISBN

940092111X

(Number (ISBN

9401074496

(Number (ISBN

9789400921115

(Number (ISBN

9789401074490

Number

b595539

Title Proper

Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty

General Material Designation

[Book]

First Statement of Responsibility

edited by Roman Slowinski, Jacques Teghem.

Place of Publication, Distribution, etc.

Dordrecht

Name of Publisher, Distributor, etc.

Springer Netherlands

Date of Publication, Distribution, etc.

1990

Specific Material Designation and Extent of Item

(440 pages)

Series Title

Theory and decision library., Series D,, System theory, knowledge engineering, and problem solving ;, 6.

Text of Note

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.

Economics.

Logic, Symbolic and mathematical.

Class number

Book number

edited by Roman Slowinski, Jacques Teghem.

Jacques Teghem

Roman Slowinski

Electronic name

[Book]

Y