JOURNAL ARTICLE

SOLVING LINEAR MULTI-OBJECTIVE PROGRAMMING PROBLEMS BY USING MULTIDIMENSIONAL DIFFERENTIAL TRANSFORMS

Abstract

Multidimensional differential transforms are proposed to be applied for the solution of the linear multi-objective programming problems. The multi-objective problem is red¬u¬c¬e¬d to the one-dimensional multiparametric problem with a generalized objective function by inserting weight coeffici¬ents which are considered as parameters. The obtained multipar¬a¬me¬t¬ric problem is solved by using multidimensional differential and simplex transforms. The change intervals of the weight coefficients (parameters), the multiparamet¬r¬i¬c optimal objec¬t¬i¬ve function and the optimal values of the variables in each change interval are formed as a result of the solution.

Keywords:
Linear programming Mathematics Differential (mechanical device) Simplex Simplex algorithm Mathematical optimization Interval (graph theory) Applied mathematics Function (biology) Linear-fractional programming Weight function Algorithm Mathematical analysis Combinatorics

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Topics

Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Optimization Algorithms Research
Physical Sciences →  Mathematics →  Numerical Analysis
Advanced Multi-Objective Optimization Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

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