发明授权
- 专利标题： System for optimization of insurance underwriting suitable for use by an automated system
- 专利标题（中）： 适用于自动化系统的保险承保优化制度
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申请号： US10173039申请日： 2002-06-18
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公开(公告)号： US07895062B2公开(公告)日： 2011-02-22
- 发明人: Piero Patrone Bonissone , Richard Paul Messmer , Angela Neff Patterson , Dan Yang , Marc Pavese , Rajesh Venkat Subbu , Kareem Sherif Aggour
- 申请人： Piero Patrone Bonissone , Richard Paul Messmer , Angela Neff Patterson , Dan Yang , Marc Pavese , Rajesh Venkat Subbu , Kareem Sherif Aggour
- 申请人地址： US VA Richmond
- 专利权人： Genworth Financial, Inc.
- 当前专利权人： Genworth Financial, Inc.
- 当前专利权人地址： US VA Richmond
- 代理机构： Hunton & Williams
- 主分类号： G06Q40/00
- IPC分类号： G06Q40/00 ; G06Q10/00 ; G06Q50/00
摘要：
A robust system for automating the tuning and maintenance of decision-making systems is described. A configurable multi-stage mutation-based evolutionary algorithm optimally tunes the decision thresholds and internal parameters of fuzzy rule-based and case-based systems that decide the risk categories of insurance applications. The tunable parameters have a critical impact on the coverage and accuracy of decision-making, and a reliable method to optimally tune these parameters is critical to the quality of decision-making and maintainability of these systems.
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