节点文献
多目标优化问题的完全标量化
Complete scalarization of multi-objective optimization problems
【摘要】 本文首先利用松弛变量和广义Tchebycheff范数的推广形式提出一类新的标量化优化问题.进一步,通过调整几种参数范围获得一般多目标优化问题弱有效解、有效解和真有效解的一些完全标量化刻画.此外,本文提出例子对主要结果进行说明,利用相应的标量化方法判定给定的多目标优化问题的可行解是否是弱有效解、有效解和真有效解.
【Abstract】 In this paper, we first propose a kind of new scalarization optimization problem by using the slack variables and the extension of generalized Tchebycheff norm. Furthermore, we obtain some complete scalarization characterizations of weakly efficient solutions, efficient solutions and properly efficient solutions for a general multi-objective optimization problem by adjusting the ranges of several kinds of parameters. Moreover, we give an example to illustrate our main results, which verifies that whether a given feasible solution of multi-objective optimization problems is a weakly efficient solution, an efficient solution and a properly efficient solution by using the corresponding scalarization procedures.
【Key words】 multi-objective optimization; generalized Tchebycheff norm; complete scalarization; efficient solution; weakly efficient solution; properly efficient solution;
- 【文献出处】 中国科学:数学 ,Scientia Sinica(Mathematica) , 编辑部邮箱 ,2021年02期
- 【分类号】O224
- 【被引频次】11
- 【下载频次】310