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

Distributed fixed/predefined-time optimization for multi-agent systems: new exponential-function-based algorithms

delete2026-01-09
delete0
PRE
AI
L
Luke Li
Q
Qintao Gan *
R
Ruihong Li
Q
Qiaokun Kang
Y
Yuanlong Liu
DOI：10.1016/j.isatra.2026.01.013delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• Exponential-function-based fixed/predefined-time controller with simplified design. • Distributed estimator to reconstruct the average global gradient. • Relaxation of strong convexity in time-invariant distributed optimization. • ZNN model with a new activation function to approximate the Hessian inverse in real-time. • Algorithms with exact fixed/predefined-time optimization for arbitrary initial states.

Journal

ISA Transactions cover
ISA Transactions
IF:
6.5
Papers:
5.9K
Citations:
2.0W

Organization

No organization information available