A novel version of Cuckoo search algorithm for solving optimization problems
作者：
Highlights：
• New Movement Strategy of Cuckoo Search (NMS-CS) for solving optimization problems.
• 3 proposed functions are used to establish new strategy movement of Cuckoo birds.
• Large scale function (CEC2005) and engineering design problems are verified.
• The NMS-CS algorithm has proven highly reliable in solving optimization problems.
• NMS-CS is considered to be a more complete version than original CS algorithm.
摘要
•New Movement Strategy of Cuckoo Search (NMS-CS) for solving optimization problems.•3 proposed functions are used to establish new strategy movement of Cuckoo birds.•Large scale function (CEC2005) and engineering design problems are verified.•The NMS-CS algorithm has proven highly reliable in solving optimization problems.•NMS-CS is considered to be a more complete version than original CS algorithm.
论文关键词：Optimization,Lévy distribution,Benchmark test functions,Cuckoo search algorithm
论文评审过程：Received 13 April 2021, Revised 21 June 2021, Accepted 23 July 2021, Available online 31 July 2021, Version of Record 23 September 2021.
论文官网地址：https://doi.org/10.1016/j.eswa.2021.115669
