{"title":"基于蚂蚁觅食行为建模的群体智能lsi电路设计与制造","authors":"M. Nakao, K. Izumi","doi":"10.1109/MWSCAS.2004.1354300","DOIUrl":null,"url":null,"abstract":"Novel functional LSIs based on swarm intelligence of ant colony have been proposed. An ant colony is a highly organized society, though individual ants themselves act only according to simple behavioral patterns. Focusing on a foraging pattern among them, the modeled function was integrated on one LSI chip. To verify the function, the fabricated LSI was applied to solve a quasi-traveling salesman problem. Simulation results indicated that a designed LSI has swarm intelligence due to pheromone communication. This work suggests the possibility of fabricating swarm intelligence LSIs with our design method, based on modeling the foraging behaviors of ants.","PeriodicalId":185817,"journal":{"name":"The 2004 47th Midwest Symposium on Circuits and Systems, 2004. MWSCAS '04.","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Circuit designs and fabrication of swarm-intelligence LSIs based on modeling foraging behaviors of ants\",\"authors\":\"M. Nakao, K. Izumi\",\"doi\":\"10.1109/MWSCAS.2004.1354300\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Novel functional LSIs based on swarm intelligence of ant colony have been proposed. An ant colony is a highly organized society, though individual ants themselves act only according to simple behavioral patterns. Focusing on a foraging pattern among them, the modeled function was integrated on one LSI chip. To verify the function, the fabricated LSI was applied to solve a quasi-traveling salesman problem. Simulation results indicated that a designed LSI has swarm intelligence due to pheromone communication. This work suggests the possibility of fabricating swarm intelligence LSIs with our design method, based on modeling the foraging behaviors of ants.\",\"PeriodicalId\":185817,\"journal\":{\"name\":\"The 2004 47th Midwest Symposium on Circuits and Systems, 2004. MWSCAS '04.\",\"volume\":\"21 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-07-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The 2004 47th Midwest Symposium on Circuits and Systems, 2004. MWSCAS '04.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MWSCAS.2004.1354300\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 2004 47th Midwest Symposium on Circuits and Systems, 2004. MWSCAS '04.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MWSCAS.2004.1354300","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Circuit designs and fabrication of swarm-intelligence LSIs based on modeling foraging behaviors of ants
Novel functional LSIs based on swarm intelligence of ant colony have been proposed. An ant colony is a highly organized society, though individual ants themselves act only according to simple behavioral patterns. Focusing on a foraging pattern among them, the modeled function was integrated on one LSI chip. To verify the function, the fabricated LSI was applied to solve a quasi-traveling salesman problem. Simulation results indicated that a designed LSI has swarm intelligence due to pheromone communication. This work suggests the possibility of fabricating swarm intelligence LSIs with our design method, based on modeling the foraging behaviors of ants.
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