A. Hariri, R. Rastegar, K. Navi, M. S. Zamani, M. Meybodi
{"title":"基于元胞学习自动机的进化计算(CLA-EC)内在硬件进化","authors":"A. Hariri, R. Rastegar, K. Navi, M. S. Zamani, M. Meybodi","doi":"10.1109/EH.2005.12","DOIUrl":null,"url":null,"abstract":"Evolvable hardware (EHW) deals with the application of evolutionary algorithms in hardware design. In intrinsic EHW, the evolutionary algorithm or the fitness evaluation is implemented in hardware. In this case, there is a need for hardware-friendly algorithms. In this work, we introduce cellular learning automata based evolutionary computing (CLA-EC) as a new algorithm for intrinsic hardware evolution. The parallel structure of CLA-EC makes it suitable for EHW. Therefore, in this work we consider the application of this algorithm to EHW.","PeriodicalId":448208,"journal":{"name":"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Cellular learning automata based evolutionary computing (CLA-EC) for intrinsic hardware evolution\",\"authors\":\"A. Hariri, R. Rastegar, K. Navi, M. S. Zamani, M. Meybodi\",\"doi\":\"10.1109/EH.2005.12\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Evolvable hardware (EHW) deals with the application of evolutionary algorithms in hardware design. In intrinsic EHW, the evolutionary algorithm or the fitness evaluation is implemented in hardware. In this case, there is a need for hardware-friendly algorithms. In this work, we introduce cellular learning automata based evolutionary computing (CLA-EC) as a new algorithm for intrinsic hardware evolution. The parallel structure of CLA-EC makes it suitable for EHW. Therefore, in this work we consider the application of this algorithm to EHW.\",\"PeriodicalId\":448208,\"journal\":{\"name\":\"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)\",\"volume\":\"60 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-06-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EH.2005.12\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2005 NASA/DoD Conference on Evolvable Hardware (EH'05)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EH.2005.12","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Cellular learning automata based evolutionary computing (CLA-EC) for intrinsic hardware evolution
Evolvable hardware (EHW) deals with the application of evolutionary algorithms in hardware design. In intrinsic EHW, the evolutionary algorithm or the fitness evaluation is implemented in hardware. In this case, there is a need for hardware-friendly algorithms. In this work, we introduce cellular learning automata based evolutionary computing (CLA-EC) as a new algorithm for intrinsic hardware evolution. The parallel structure of CLA-EC makes it suitable for EHW. Therefore, in this work we consider the application of this algorithm to EHW.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
