基于重构模型的可行值约束标量化方法
CSTR:
作者:
作者单位:

作者简介:

通讯作者:

中图分类号:

O221.6

基金项目:

国家自然科学基金——重点项目(No.12431010),面上项目(No.12171060);重庆市自然科学基金创新发展联合基金重点项目(No.CSTB2024NSCQ-LZX0140);重庆市教育委员会科学技术研究计划重大项目(No.KJZD-M202300504);重庆市巴渝学者计划;重庆师范大学博望学者青年拔尖人才项目;重庆师范大学启动基金项目(No.22XLB006)


Feasible-Value-Constraint Scalarization Method Based on Model Reconstruction
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    针对可行值约束标量化方法无法获得非凸多目标优化问题真有效解的这一情况,利用模型重构的思想,提出一种改进的可行值约束标量化方法,并研究该方法在非凸多目标优化问题中的应用。首先,通过对原多目标优化问题进行重构,结合可行值约束标量化方法,构建一种基于重构模型的可行值约束标量化方法;其次,利用该方法分别建立原问题和重构后的多目标优化问题的(弱)有效解的标量化刻画;然后,基于原问题的真有效解与重构后问题的(弱)有效解之间的关系,利用基于重构模型的可行值约束方法,给出原问题真有效解的标量化刻画。最后,数值实验表明,与可行值约束标量化方法相比,所提方法能更有效地逼近帕累托前沿面。

    Abstract:

    To address the issue that the feasible-value constrained scalarization method cannot obtain properly efficient solutions for nonconvex multiobjective optimization problems, this paper uses the idea of model reconstruction and proposes an improved feasible-value-constraint scalarization method, investigating its application in nonconvex multiobjective optimization problems. First, by reconstructing the original multiobjective optimization problem and combining it with the feasible-value constrained scalarization method, an improved feasible-value-constraint scalarization method based on the reconstructed model is constructed. Second, using this method, scalarization characterizations of (weakly) efficient solutions are established for both the original problem and the reconstructed multiobjective problem. Third, based on the relationship between properly efficient solutions for the original problem and (weakly) efficient solutions of the reconstructed problem, a scalarization characterization of properly efficient solutions for the original problem is derived using the reconstruction based feasible-value-constraint method. Finally, numerical experiments demonstrate that, compared with the feasible-value-constraint method, the proposed method can approximate the Pareto front more effectively.

    参考文献
    相似文献
    引证文献
引用本文

汪帅,唐莉萍.基于重构模型的可行值约束标量化方法[J].重庆师范大学学报自然科学版,2026,43(4):1-10

复制
分享
相关视频

文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期: 2026-09-07
  • 出版日期:
文章二维码