Review on the medical application of swarm intelligence optimization algorithms(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2024年第5期
- Page:
- 646-656
- Research Field:
- 医学人工智能
- Publishing date:
Info
- Title:
- Review on the medical application of swarm intelligence optimization algorithms
- Author(s):
- CHEN Yinwei1; WANG Anqi1; LI Fengsen2
- 1. School of Information Engineering, Gansu University of Chinese Medicine, Lanzhou 730000, China 2. Finance Office, Gansu Provincial Hospital, Lanzhou 730000, China
- Keywords:
- Keywords: swarm intelligence optimization algorithm mathematical model improvement strategy applied research review
- PACS:
- R318;TP301
- DOI:
- DOI:10.3969/j.issn.1005-202X.2024.05.017
- Abstract:
- Abstract: In order to cope with the limitations of traditional algorithms, intelligent optimization algorithms have emerged, in which swarm intelligence algorithms have become the research focus. Herein gray wolf optimization algorithm, ant-lion optimization algorithm, sparrow search algorithm, dragonfly optimization algorithm, whale optimization algorithm, and grasshopper optimization algorithm are summarized in terms of mathematical models, improvement strategies and medical applications. Through in-depth literature comparison horizontally and vertically, it is found that the improved optimization algorithms are most widely used in the medicine, and the advantages of optimization algorithms are found to be beneficial to their subsequent medical applications.
Last Update: 2024-05-24