Invention Grant
- Patent Title: Process for optimization of insurance underwriting suitable for use by an automated system
- Patent Title (中): 适用于自动化系统使用的保险承保优化流程
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Application No.: US10173017Application Date: 2002-06-18
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Publication No.: US07899688B2Publication Date: 2011-03-01
- Inventor: Piero Patrone Bonissone , Richard Paul Messmer , Angela Neff Patterson , Dan Yang , Marc Pavese , Rajesh Venkat Subbu , Kareem Sherif Aggour
- Applicant: Piero Patrone Bonissone , Richard Paul Messmer , Angela Neff Patterson , Dan Yang , Marc Pavese , Rajesh Venkat Subbu , Kareem Sherif Aggour
- Applicant Address: US VA Richmond
- Assignee: Genworth Financial, Inc.
- Current Assignee: Genworth Financial, Inc.
- Current Assignee Address: US VA Richmond
- Agency: Hunton & Williams
- Main IPC: G06Q40/00
- IPC: G06Q40/00 ; G06Q10/00 ; G06Q50/00
Abstract:
A robust process 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.
Public/Granted literature
- US20030187701A1 Process for optimization of insurance underwriting suitable for use by an automated system Public/Granted day:2003-10-02
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