Chinese Pangolin Optimizer (CPO)

버전 1.1.0 (23.2 MB) 작성자: GUO
Original Name -- Manis Pentadactyla Optimizer (MPO) Modified Name -- Chinese Pangolin Optimizer (CPO)
다운로드 수: 102
업데이트 날짜: 2024/1/3

라이선스 보기

This paper proposes a novel bio-inspired metaheuristic algorithm, called Chinese Pangolin Optimizer (CPO). Drawing inspiration from two distinct hunting behaviors observed in the Chinese pangolin, namely luring and predation, the CPO algorithm embodies these behaviors in five key stages: attraction and capture, movement and feeding, search and localization, rapid approach, and digging and feeding. These stages are mathematically modeled and implemented to facilitate highly efficient optimization within complex search spaces. To validate the performance of the CPO algorithm, a comprehensive evaluation is conducted under standardized experimental conditions, benchmarking its effectiveness against other metaheuristic algorithms using benchmark functions and real-world engineering problems.

인용 양식

GUO (2024). Chinese Pangolin Optimizer (CPO) (https://www.mathworks.com/matlabcentral/fileexchange/157086-chinese-pangolin-optimizer-cpo), MATLAB Central File Exchange. 검색됨 .

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