A novel version of Cuckoo search Algorithm for solving Optimization problems
A novel version of Cuckoo search Algorithm for solving Optimization problems
CS_levy_fun.m
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ft_fun.m
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Get_Functions_details.m
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MAIN_NMS.m
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NMS_CS_levy_fun.m
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README.md

Introduction

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

Contributors

Thanh Cuong-Le

 Minh Hoang-Le

 Samir Khatir

 Magd Abdel Wahab

 Minh Thi Tran

Seyedali Mirjalili

Python version

Funding Agency

 Scientific Research Fund of the Ministry of Education and Training (MOET), Vietnam (No. B2021-MBS-06).

References

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

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We provided a Matlab-based optimization package based on our novel optimization algorithm namely NMS-CS

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