{"title":"面向协作专家系统设计的工具","authors":"C. Grossner, J. Lyons, T. Radhakrishnan","doi":"10.1109/TAI.1992.246446","DOIUrl":null,"url":null,"abstract":"A tool to aid the designer of cooperative distributed problem solving (CDPS) systems will determine whether a proposed CDPS system violates any of the constraints for CDPS systems, and will display a prediction of the performance that can be expected from that CDPS system. This tool will rely on a predictive model for the performance of the expert systems in the CDPS system. Using the Blackbox Expert (a DAI testbed), an experiment was conducted to test the performance of expert systems in a CDPS system. Statistically significant differences in the Blackbox Expert's performance were found when the CDPS system was changed. The results of the experiment are being using to create a predictive model for the performance of the Blackbox Expert when it is a member of the CDPS system.<<ETX>>","PeriodicalId":265283,"journal":{"name":"Proceedings Fourth International Conference on Tools with Artificial Intelligence TAI '92","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1992-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Towards a tool for the design of cooperating expert systems\",\"authors\":\"C. Grossner, J. Lyons, T. Radhakrishnan\",\"doi\":\"10.1109/TAI.1992.246446\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A tool to aid the designer of cooperative distributed problem solving (CDPS) systems will determine whether a proposed CDPS system violates any of the constraints for CDPS systems, and will display a prediction of the performance that can be expected from that CDPS system. This tool will rely on a predictive model for the performance of the expert systems in the CDPS system. Using the Blackbox Expert (a DAI testbed), an experiment was conducted to test the performance of expert systems in a CDPS system. Statistically significant differences in the Blackbox Expert's performance were found when the CDPS system was changed. The results of the experiment are being using to create a predictive model for the performance of the Blackbox Expert when it is a member of the CDPS system.<<ETX>>\",\"PeriodicalId\":265283,\"journal\":{\"name\":\"Proceedings Fourth International Conference on Tools with Artificial Intelligence TAI '92\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1992-11-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings Fourth International Conference on Tools with Artificial Intelligence TAI '92\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TAI.1992.246446\",\"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 Fourth International Conference on Tools with Artificial Intelligence TAI '92","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TAI.1992.246446","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
摘要
协同分布式问题解决(cooperative distributed problem solving, CDPS)系统的设计人员可以使用一个工具来确定所提出的CDPS系统是否违反了CDPS系统的任何约束条件，并对该CDPS系统的预期性能进行预测。该工具将依赖于CDPS系统中专家系统性能的预测模型。利用黑盒专家(DAI测试平台)，对专家系统在CDPS系统中的性能进行了测试。当CDPS系统被改变时，Blackbox Expert的性能有统计学上的显著差异。实验结果被用来创建一个预测模型，预测黑箱专家作为CDPS系统成员时的性能。
Towards a tool for the design of cooperating expert systems
A tool to aid the designer of cooperative distributed problem solving (CDPS) systems will determine whether a proposed CDPS system violates any of the constraints for CDPS systems, and will display a prediction of the performance that can be expected from that CDPS system. This tool will rely on a predictive model for the performance of the expert systems in the CDPS system. Using the Blackbox Expert (a DAI testbed), an experiment was conducted to test the performance of expert systems in a CDPS system. Statistically significant differences in the Blackbox Expert's performance were found when the CDPS system was changed. The results of the experiment are being using to create a predictive model for the performance of the Blackbox Expert when it is a member of the CDPS system.<>
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