An Improved Monkey Swarm Algorithm
Xiaoping Xu, Rong Jingjing, Baicang Chen, Mengyao Yang, Guangjun Liu · 2022 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) · 2022
Monkey swarm algorithm is generated by simulating the monkey climbing process. The update process is easy to operate and suitable for solving complex practical problems. In order to further enhance its optimization ability, this paper presents an modified monkey swarm algorithm. Using the chaos variables generates the initial feasible solution of the monkey algorithm initially, the decreasing factor is then taken as the climbing step in the climbing process to improve the performance of monkey swarm algorithm. Finally, in the simulation experiment, the solution results of typical functions are given to illustrate the feasibility of the proposed improved method.