Ontology highlight
ABSTRACT:
SUBMITTER: Li X
PROVIDER: S-EPMC9575848 | biostudies-literature | 2022
REPOSITORIES: biostudies-literature
Li Xia X Chen Junhan J Sun Lingfang L Li Jing J
PeerJ. Computer science 20220907
Intelligent optimization algorithms have now become important means for solving global optimization problems. The imperialist competitive algorithm (ICA) is a nature-inspired meta-heuristic algorithm that imitates social behavior. ICA has been widely used in optimization problems, however, ICA tends to fall into a local optimal solution because of its fast convergence speed, which may lead to premature convergence when solving optimization problems. To solve these problems, a new improved ICA al ...[more]