{"title":"基于CA-IA-PSO算法的数字集成电路测试图生成","authors":"Zhang Jiali, Zhang Lin, Yang Yun, Niu Tian-lin, Zhang Long, X. Xiaodong","doi":"10.1109/ICMTMA.2015.322","DOIUrl":null,"url":null,"abstract":"In order to improve the ability to get rid of partial extreme spot and the diversity of population in evolution, the immunity mechanism of IA algorithm is imported into PSO algorithm to form IA-PSO algorithm. For the purpose of raising fault rate and shortening test pattern generation time, CA algorithm is imported into IA-PSO algorithm to form CAIA-PSO algorithm. Finally, adopting single stuck-at fault and using different algorithms to the simulation experiment of test pattern generation for digital integrated circuits, the result of the experiment is that CA-IA-PSO algorithm can solve the problem of test pattern generation more practically and efficiently, especially the bigger digital integrated circuits.","PeriodicalId":196962,"journal":{"name":"2015 Seventh International Conference on Measuring Technology and Mechatronics Automation","volume":"37 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The Test Pattern Generation for Digital Integrated Circuits Based on CA-IA-PSO Algorithm\",\"authors\":\"Zhang Jiali, Zhang Lin, Yang Yun, Niu Tian-lin, Zhang Long, X. Xiaodong\",\"doi\":\"10.1109/ICMTMA.2015.322\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to improve the ability to get rid of partial extreme spot and the diversity of population in evolution, the immunity mechanism of IA algorithm is imported into PSO algorithm to form IA-PSO algorithm. For the purpose of raising fault rate and shortening test pattern generation time, CA algorithm is imported into IA-PSO algorithm to form CAIA-PSO algorithm. Finally, adopting single stuck-at fault and using different algorithms to the simulation experiment of test pattern generation for digital integrated circuits, the result of the experiment is that CA-IA-PSO algorithm can solve the problem of test pattern generation more practically and efficiently, especially the bigger digital integrated circuits.\",\"PeriodicalId\":196962,\"journal\":{\"name\":\"2015 Seventh International Conference on Measuring Technology and Mechatronics Automation\",\"volume\":\"37 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-06-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 Seventh International Conference on Measuring Technology and Mechatronics Automation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMTMA.2015.322\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 Seventh International Conference on Measuring Technology and Mechatronics Automation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMTMA.2015.322","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Test Pattern Generation for Digital Integrated Circuits Based on CA-IA-PSO Algorithm
In order to improve the ability to get rid of partial extreme spot and the diversity of population in evolution, the immunity mechanism of IA algorithm is imported into PSO algorithm to form IA-PSO algorithm. For the purpose of raising fault rate and shortening test pattern generation time, CA algorithm is imported into IA-PSO algorithm to form CAIA-PSO algorithm. Finally, adopting single stuck-at fault and using different algorithms to the simulation experiment of test pattern generation for digital integrated circuits, the result of the experiment is that CA-IA-PSO algorithm can solve the problem of test pattern generation more practically and efficiently, especially the bigger digital integrated circuits.