ON THE LINEAR WEIGHTED SUM METHOD FOR MULTI-OBJECTIVE OPTIMIZATION

被引:0
|
作者
Stanimirovic, Ivan P. [1 ]
Zlatanovic, Milan Lj. [2 ]
Petkovic, Marko D. [1 ]
机构
[1] Fac Sci & Math, Dept Comp Sci, POB 224,Visegradska 33, Nish 18000, Serbia
[2] Fac Sci & Math, Dept Math, Nish 18000, Serbia
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中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
A method providing the efficient way of construction of weighted coefficients for linear weighted sum method is provided. By applying this method, all of the resulting points are Pareto optimal points of the corresponding multi-objective optimization problem. A method for the efficient construction of weighting coefficients w(i) > 0 in programming package MATHEMATI CA is presented. Run-time symbolic transformations of the objective functions and constraints into the corresponding single-objective constrained problem arc emphasized. The implementation details and the graphical representations of two and three variables case are given, in order to depict the introduced method.
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页码:49 / 63
页数:15
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