{"title":"改进的多策略非洲秃鹫优化算法","authors":"Dawei Ke, Cangsheng Yu","doi":"10.1109/AINIT59027.2023.10212788","DOIUrl":null,"url":null,"abstract":"The problems of low convergence efficiency and easy to fall into local extremum in dealing with optimization problems of African vulture optimization algorithm, an improved multi-strategy African vulture algorithm (TSAVOA) combining Tent chaotic map, time-varying mechanism and adaptive hybrid strategy was proposed. The test results on typical unimodal and multimodal functions show that the improved African vulture algorithm compared with other algorithms, it is more excellent in various indicators and has better optimization effect.","PeriodicalId":276778,"journal":{"name":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-Strategy Improved African Vulture Optimization Algorithm\",\"authors\":\"Dawei Ke, Cangsheng Yu\",\"doi\":\"10.1109/AINIT59027.2023.10212788\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The problems of low convergence efficiency and easy to fall into local extremum in dealing with optimization problems of African vulture optimization algorithm, an improved multi-strategy African vulture algorithm (TSAVOA) combining Tent chaotic map, time-varying mechanism and adaptive hybrid strategy was proposed. The test results on typical unimodal and multimodal functions show that the improved African vulture algorithm compared with other algorithms, it is more excellent in various indicators and has better optimization effect.\",\"PeriodicalId\":276778,\"journal\":{\"name\":\"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AINIT59027.2023.10212788\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AINIT59027.2023.10212788","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The problems of low convergence efficiency and easy to fall into local extremum in dealing with optimization problems of African vulture optimization algorithm, an improved multi-strategy African vulture algorithm (TSAVOA) combining Tent chaotic map, time-varying mechanism and adaptive hybrid strategy was proposed. The test results on typical unimodal and multimodal functions show that the improved African vulture algorithm compared with other algorithms, it is more excellent in various indicators and has better optimization effect.