Author(s)

Ping Liu, Shengjiang Zhang

Nanchang Vocational University, Nanchang, China.

In this paper, the principle of Cuckoo algorithm is introduced, and the traditional Cuckoo algorithm is improved to establish a mathematical model of multi-objective optimization scheduling. Based on the improved algorithm, the model is optimized to a certain extent. Through analysis, it is proved that the improved algorithm has higher computational accuracy and can effectively improve the global convergence.

Cuckoo Search Algorithm, Feature Selection, Infrared Spectrum, Global Convergence

Liu, P. and Zhang, S. (2021) A Novel Cuckoo Search Algorithm and Its Application. Open Journal of Applied Sciences, 11, 1071-1081. doi: 10.4236/ojapps.2021.119079.