辽宁师范大学学报(自然科学版)2024,Vol.47Issue(1) :1-9.DOI:10.11679/lsxblk2024010001

基于约束区间算法的模糊优化问题的Karush-Kuhn-Tucker条件

Karush-Kuhn-Tucker conditions for fuzzy optimization problems based on constrained interval arithmetic

任咏红 王锐 李达臣
辽宁师范大学学报(自然科学版)2024,Vol.47Issue(1) :1-9.DOI:10.11679/lsxblk2024010001

基于约束区间算法的模糊优化问题的Karush-Kuhn-Tucker条件

Karush-Kuhn-Tucker conditions for fuzzy optimization problems based on constrained interval arithmetic

任咏红 1王锐 1李达臣1
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作者信息

  • 1. 辽宁师范大学数学学院,辽宁大连 116081
  • 折叠

摘要

主要研究带有不等式约束的模糊优化问题,利用截集构建了与原问题等价的区间值优化问题,基于约束区间算法(CI A)将所得区间值优化问题转为等价的非线性优化问题,从而达到了去模糊化的目的.首先,定义了带有模糊系数函数截集的导数,并利用Zadeh分解定理给出模糊函数的导数概念.其次,在正线性无关约束规范下,建立了模糊优化问题的Karush-Kuhn-Tucker(KKT)条件.最后,利用KKT条件求解具体的模糊优化问题.

Abstract

The fuzzy optimization problem with inequality constraints was studied,and an interval val-ue optimization problem equivalent to the original problem was constructed by using the cut-set.The obtained interval value optimization problem was transformed into an equivalent nonlinear optimiza-tion problem based on constrained interval arithmetic(CIA),so as to achieve the purpose of defuzzi-fication.Firstly,the derivative with the cut-set of the fuzzy coefficient function was defined,and the derivative of the fuzzy function was given using Zadeh's decomposition theorem.Secondly,under the positive linear independent constraint qualification,the Karush-Kuhn-Tucker(KKT)condition for the fuzzy optimization problem was established.Finally,the KKT condition is used to solve a fuzzy optimization problem.

关键词

模糊优化/截集/KKT条件/约束区间算法

Key words

fuzzy optimization/cut-set/KKT conditions/constrained interval arithmetic

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基金项目

国家自然科学基金(12171219)

出版年

2024
辽宁师范大学学报(自然科学版)
辽宁师范大学

辽宁师范大学学报(自然科学版)

影响因子:0.491
ISSN:1000-1735
参考文献量6
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