{"title":"基于鲸鱼优化算法的机器人路径规划研究","authors":"Jie Zan, Peng-Jui Ku, Shoufeng Jin","doi":"10.1109/acait53529.2021.9731150","DOIUrl":null,"url":null,"abstract":"The working environment of robot and the working functions entrusted by people are becoming more and more complex. For mobile robot, intelligent path planning can be realized based on sensor technology and intelligent system. In order to realize intelligent mobile robot path planning, whale algorithm is introduced and optimized by genetic algorithm. Combined with computer perception technology, an innovative path planning algorithm is proposed. In order to verify the availability of the proposed method, the simulation analysis shows that the improved algorithm shows better path optimization performance, and can quickly analyze and calculate an intended optimization path.","PeriodicalId":173633,"journal":{"name":"2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Research on robot path planning based on whale optimization algorithm\",\"authors\":\"Jie Zan, Peng-Jui Ku, Shoufeng Jin\",\"doi\":\"10.1109/acait53529.2021.9731150\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The working environment of robot and the working functions entrusted by people are becoming more and more complex. For mobile robot, intelligent path planning can be realized based on sensor technology and intelligent system. In order to realize intelligent mobile robot path planning, whale algorithm is introduced and optimized by genetic algorithm. Combined with computer perception technology, an innovative path planning algorithm is proposed. In order to verify the availability of the proposed method, the simulation analysis shows that the improved algorithm shows better path optimization performance, and can quickly analyze and calculate an intended optimization path.\",\"PeriodicalId\":173633,\"journal\":{\"name\":\"2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)\",\"volume\":\"76 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/acait53529.2021.9731150\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/acait53529.2021.9731150","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on robot path planning based on whale optimization algorithm
The working environment of robot and the working functions entrusted by people are becoming more and more complex. For mobile robot, intelligent path planning can be realized based on sensor technology and intelligent system. In order to realize intelligent mobile robot path planning, whale algorithm is introduced and optimized by genetic algorithm. Combined with computer perception technology, an innovative path planning algorithm is proposed. In order to verify the availability of the proposed method, the simulation analysis shows that the improved algorithm shows better path optimization performance, and can quickly analyze and calculate an intended optimization path.