A Modified Cuckoo Search Algorithm and Its Applications in Function Optimization
Shao-Qiang Ye, Fang Ling Wang, Kai Qing Zhou · Journal of Physics Conference Series · 2021
Abstract A modified Cuckoo search algorithm (MCS) is proposed in this paper to improve the accuracy of the algorithm’s convergence by implementing random operators and adapt the adjustment mechanism of the Levy Flight search step length. Comparative experiments reveal that MCS can effectively adjust the search mechanism in the high-dimensional function optimization and converge to the optimal global value.