Improved Lyrebird Optimization Algorithm (Improved LOA)

버전 1.0.0 (3.55 KB) 작성자: Abdullah M. Shaheen
Improved Lyrebird Optimization Algorithm with mimicry and territory protection mechanisms
5.0
(3)
다운로드 수: 72
업데이트 날짜: 2025/8/6

라이선스 보기

This paper provides an Improved Lyrebird Optimization Algorithm (Improved LOA) to address these issues. The Improved LOA improves on the standard Lyrebird Optimization Algorithm (LOA) by incorporating two biologically inspired mechanisms: the mimicry mechanism, which boosts exploitation by allowing agents to recall and refine previously successful positions, and the territory protection mechanism, which encourages exploration by repelling agents from densely populated areas. These processes enhance convergence speed, solution variety, and robustness.
Main paper: A. Khaled, M. Gafar, S. Sarhan, A. M. Shaheen, and A. S. Alwakeel, “A lyrebird optimizer with mimicry and territory protection mechanisms for spectrum sharing MIMO system with intelligent reflecting surface,” Results in Engineering, vol. 26, p. 105519, Jun. 2025, https://doi.org/10.1016/j.rineng.2025.105519

인용 양식

Abdullah M. Shaheen (2026). Improved Lyrebird Optimization Algorithm (Improved LOA) (https://kr.mathworks.com/matlabcentral/fileexchange/181734-improved-lyrebird-optimization-algorithm-improved-loa), MATLAB Central File Exchange. 검색 날짜: .

MATLAB 릴리스 호환 정보
개발 환경: R2017b
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux
태그 태그 추가

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

버전 게시됨 릴리스 정보
1.0.0