{"title":"基于极坐标差分进化算法的数字IIR滤波器设计","authors":"P. Stubberud","doi":"10.1109/CCWC54503.2022.9720786","DOIUrl":null,"url":null,"abstract":"A differential evolution algorithm is presented that uses a combination of rectangular and polar coordinates. The algorithm was developed using thirteen commonly used numerical optimization test functions, including a spherical, three hyper-ellipsoid, the sum of different powers, Rastrigin's, Schwefel's, Griewank's, Rosenbrock's valley, Styblinski- Tang, Ackley's Path, Price- Rosenbrock, and Eggholder's functions. The algorithm was then applied to design a digital infinite impulse response (IIR) filter.","PeriodicalId":101590,"journal":{"name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Digital IIR Filter Design Using a Differential Evolution Algorithm with Polar Coordinates\",\"authors\":\"P. Stubberud\",\"doi\":\"10.1109/CCWC54503.2022.9720786\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A differential evolution algorithm is presented that uses a combination of rectangular and polar coordinates. The algorithm was developed using thirteen commonly used numerical optimization test functions, including a spherical, three hyper-ellipsoid, the sum of different powers, Rastrigin's, Schwefel's, Griewank's, Rosenbrock's valley, Styblinski- Tang, Ackley's Path, Price- Rosenbrock, and Eggholder's functions. The algorithm was then applied to design a digital infinite impulse response (IIR) filter.\",\"PeriodicalId\":101590,\"journal\":{\"name\":\"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CCWC54503.2022.9720786\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CCWC54503.2022.9720786","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Digital IIR Filter Design Using a Differential Evolution Algorithm with Polar Coordinates
A differential evolution algorithm is presented that uses a combination of rectangular and polar coordinates. The algorithm was developed using thirteen commonly used numerical optimization test functions, including a spherical, three hyper-ellipsoid, the sum of different powers, Rastrigin's, Schwefel's, Griewank's, Rosenbrock's valley, Styblinski- Tang, Ackley's Path, Price- Rosenbrock, and Eggholder's functions. The algorithm was then applied to design a digital infinite impulse response (IIR) filter.
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