Wang Yi, Liu Wenhui, Wang Tianzhu, Han Dongfeng, Meng Yu
{"title":"Collision detection for deforming linear objects using particle swarm optimization","authors":"Wang Yi, Liu Wenhui, Wang Tianzhu, Han Dongfeng, Meng Yu","doi":"10.1109/GRC.2006.1635841","DOIUrl":null,"url":null,"abstract":"In this paper we investigate the application of particle swarm optimization in detecting collisions, including self- collisions, between deformable linear objects. This approach makes use of speciation technique to multi-local optimization in dynamic environment caused by deformation and reduces the computational needs by exploiting spatial relationships between the primitives and also frame-to-frame coherence to find solutions. Experimental results prove the efficiency and applicability of our approach.","PeriodicalId":400997,"journal":{"name":"2006 IEEE International Conference on Granular Computing","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 IEEE International Conference on Granular Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GRC.2006.1635841","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In this paper we investigate the application of particle swarm optimization in detecting collisions, including self- collisions, between deformable linear objects. This approach makes use of speciation technique to multi-local optimization in dynamic environment caused by deformation and reduces the computational needs by exploiting spatial relationships between the primitives and also frame-to-frame coherence to find solutions. Experimental results prove the efficiency and applicability of our approach.