Article
Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation.
Computers in biology and medicine - 1 Sept 2021
Liu Lei, Zhao Dong, Yu Fanhua, Heidari Ali Asghar, Li Chengye, Ouyang Jinsheng, Chen Huiling, Mafarja Majdi, Turabieh Hamza, Pan Jingye
Abstract excerpt
This paper focuses on the study of multilevel COVID-19 X-ray image segmentation based on swarm intelligence optimization to improve the diagnostic level of COVID-19. We present a new ant colony optimization with the Cauchy mutation and the greedy Levy mutation, termed CLACO, for continuous domains. Specifically, the Cauchy mutation is applied to the end phase of ant foraging in CLACO to enhance its searchability...
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