高维模糊系统的遗传表示

Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society Pub Date : 1995-03-17 DOI:10.1109/ISUMA.1995.527790

M. A. Lee

{"title":"高维模糊系统的遗传表示","authors":"M. A. Lee","doi":"10.1109/ISUMA.1995.527790","DOIUrl":null,"url":null,"abstract":"We explore evolutionary design of fuzzy systems for high dimensional input systems. We evaluate three fuzzy system representations that avoid the exponential increase in the number of rules as the input dimension increases. We report on system design aspects such as the performance of the search algorithm, and the quality and complexity of the final solution. Based on our results, we discuss the merits and drawbacks of each representation and propose a technique to mix representations.","PeriodicalId":298915,"journal":{"name":"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1995-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"On genetic representation of high dimensional fuzzy systems\",\"authors\":\"M. A. Lee\",\"doi\":\"10.1109/ISUMA.1995.527790\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We explore evolutionary design of fuzzy systems for high dimensional input systems. We evaluate three fuzzy system representations that avoid the exponential increase in the number of rules as the input dimension increases. We report on system design aspects such as the performance of the search algorithm, and the quality and complexity of the final solution. Based on our results, we discuss the merits and drawbacks of each representation and propose a technique to mix representations.\",\"PeriodicalId\":298915,\"journal\":{\"name\":\"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1995-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISUMA.1995.527790\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISUMA.1995.527790","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 9

摘要

我们探讨了高维输入系统的模糊系统进化设计。我们评估了三种模糊系统表示，避免了规则数量随着输入维数的增加而呈指数增长。我们报告了系统设计方面，如搜索算法的性能，以及最终解决方案的质量和复杂性。基于我们的研究结果，我们讨论了每种表示的优缺点，并提出了一种混合表示的技术。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

On genetic representation of high dimensional fuzzy systems

We explore evolutionary design of fuzzy systems for high dimensional input systems. We evaluate three fuzzy system representations that avoid the exponential increase in the number of rules as the input dimension increases. We report on system design aspects such as the performance of the search algorithm, and the quality and complexity of the final solution. Based on our results, we discuss the merits and drawbacks of each representation and propose a technique to mix representations.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society

自引率

0.00%

发文量