| A novel version of Cuckoo search Algorithm for solving Optimization problems | ||
|---|---|---|
| CS_levy_fun.m 25-02-2023 22:02:36 | Download | |
| ft_fun.m 25-02-2023 22:02:36 | Download | |
| Get_Functions_details.m 25-02-2023 22:02:36 | Download | |
| MAIN_NMS.m 25-02-2023 22:02:36 | Download | |
| NMS_CS_levy_fun.m 25-02-2023 22:02:36 | Download | |
We proposed a New Movement Strategy of Cuckoo Search algorithm (NMS-CS). The novelty is in a random walk with step lengths calculated by Lévy distribution. The step lengths in the original Cuckoo search (CS) are significant terms in simulating the Cuckoo bird's movement and are registered as a scalar vector.
The Matlab source codes of NMS-CS optimized algorithm is included
Thanh Cuong-Le
Minh Hoang-Le
Samir Khatir
Magd Abdel Wahab
Minh Thi Tran
Seyedali Mirjalili
Scientific Research Fund of the Ministry of Education and Training (MOET), Vietnam (No. B2021-MBS-06).
Cuong-Le, Thanh, Hoang-Le Minh, Samir Khatir, Magd Abdel Wahab, Minh Thi Tran, and Seyedali Mirjalili. "A novel version of Cuckoo search algorithm for solving optimization problems." Expert Systems with Applications 186 (2021): 115669. https://doi.org/10.1016/j.eswa.2021.115669
We provided a Matlab-based optimization package based on our novel optimization algorithm namely NMS-CS