logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Return

An adaptive resource management based evolutionary algorithm for large-scale multi-modal multi-objective optimization

delete2026-02-16
delete0
PRE
AI
S
Shuai Shao
Y
Ye Tian *
Y
Yajie Zhang
DOI：10.1016/j.asoc.2026.114853delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• A dynamic resource allocation strategy is introduced to redistribute computation by subpopulation performance. • An adaptive adjustment approach is proposed to merge subpopulations or create new ones for exploration. • A new evolutionary algorithm is developed to balance convergence and decision-space diversity in high-dimensional problems.
Keywords:
resource allocation
adaptive adjustment
evolutionary algorithm
multi-modal optimization
high-dimensional problems

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

No organization information available