{"title":"磁粒子群优化","authors":"P. S. Prampero, R. Attux","doi":"10.1109/SIS.2011.5952575","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a new particle swarm approach based on the idea of repulsion by a magnetic field. The structure of the method is presented and, using a number of well-known benchmark functions in a 30-dimension search space, its performance is compared to that of well-established algorithms of similar inspiration. The global search potential of the proposal is also analyzed with the aid of a simpler simulation setup.","PeriodicalId":175889,"journal":{"name":"2011 IEEE Symposium on Swarm Intelligence","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"18","resultStr":"{\"title\":\"Magnetic particle swarm optimization\",\"authors\":\"P. S. Prampero, R. Attux\",\"doi\":\"10.1109/SIS.2011.5952575\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a new particle swarm approach based on the idea of repulsion by a magnetic field. The structure of the method is presented and, using a number of well-known benchmark functions in a 30-dimension search space, its performance is compared to that of well-established algorithms of similar inspiration. The global search potential of the proposal is also analyzed with the aid of a simpler simulation setup.\",\"PeriodicalId\":175889,\"journal\":{\"name\":\"2011 IEEE Symposium on Swarm Intelligence\",\"volume\":\"66 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-04-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"18\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE Symposium on Swarm Intelligence\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIS.2011.5952575\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE Symposium on Swarm Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIS.2011.5952575","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this paper, we propose a new particle swarm approach based on the idea of repulsion by a magnetic field. The structure of the method is presented and, using a number of well-known benchmark functions in a 30-dimension search space, its performance is compared to that of well-established algorithms of similar inspiration. The global search potential of the proposal is also analyzed with the aid of a simpler simulation setup.
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