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A Modified Cuckoo Search Algorithm and Its Applications in Function Optimization
- Source :
- Journal of Physics: Conference Series. 2129:012025
- Publication Year :
- 2021
- Publisher :
- IOP Publishing, 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.
- Subjects :
- History
Computer Science Applications
Education
Subjects
Details
- ISSN :
- 17426596 and 17426588
- Volume :
- 2129
- Database :
- OpenAIRE
- Journal :
- Journal of Physics: Conference Series
- Accession number :
- edsair.doi...........ccb6747de09f6727f71730355bef4cb4