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公开(公告)号：US07519553B2
公开(公告)日：2009-04-14
申请号：US11743293
申请日：2007-05-02
申请人： Naoki Abe , James J. Bennett , David L. Jensen , Richard D. Lawrence , Prem Melville , Edwin Peter Dawson Pednault , Cezar Pendus , Chandan Karrem Reddy , Vincent Philip Thomas
发明人： Naoki Abe , James J. Bennett , David L. Jensen , Richard D. Lawrence , Prem Melville , Edwin Peter Dawson Pednault , Cezar Pendus , Chandan Karrem Reddy , Vincent Philip Thomas
IPC分类号： G06Q40/00
CPC分类号： G06Q40/00 , G06Q40/025 , G06Q40/12
摘要： The present invention employs data processing systems to handle debt collection by formulation the collections process as a Markov Decision Process with constrained resources, thus making it possible automatically to generate an optimal collections policy with respect to maximizing long-term expected return throughout the course of a collections process, subject to constraints on the available resources possibly in multiple organizations. This is accomplished by coupling data modeling and resource optimization within the constrained Markov Decision Process formulation and generating optimized rules based on constrained reinforcement learning process comprising applied on the basis of past historical data.
摘要翻译： 本发明采用数据处理系统来处理债务收集，通过将收集过程作为具有约束资源的马尔可夫决策过程来制定收款过程，从而使得可以自动生成关于在整个过程中最大化长期预期回报的最佳收款策略 收集过程，受到可能在多个组织中可用资源的限制。 这通过在约束马尔可夫决策过程公式中耦合数据建模和资源优化来实现，并且基于约束强化学习过程生成优化的规则，其包括基于过去的历史数据应用。
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公开(公告)号：US07100058B1
公开(公告)日：2006-08-29
申请号：US10726972
申请日：2003-12-03
IPC分类号： G06F1/26 , G01N27/416
摘要： A programmable power management integrated circuit includes analog input monitors that receive analog input signals that correspond to voltage, current, or temperature measurements. The analog input monitors apply programmable thresholds to the measurements and output the results to a programmable logic device, which may generate various status and/or control signals to the system being monitored. The programmable logic device controls FET drivers that can switch on and off power to the monitored system. The programmable power management integrated circuit may also comprise an internal oscillator, a serial interface, an in-system programmable interface, a joint test action group interface, a memory that stores identification information, and a register for capturing system information during power-down.
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公开(公告)号：US06735706B2
公开(公告)日：2004-05-11
申请号：US09732216
申请日：2000-12-06
IPC分类号： G06F126
摘要： A programmable power management integrated circuit includes analog input monitors that receive analog input signals that correspond to voltage, current, or temperature measurements. The analog input monitors apply programmable thresholds to the measurements and output the results to a programmable logic device, which may generate various status and/or control signals to the system being monitored. The programmable logic device controls FET drivers that can switch on and off power to the monitored system. The programmable power management integrated circuit may also comprise an internal oscillator, a serial interface, an in-system programmable interface, a joint test action group interface, a memory that stores identification information, and a register for capturing system information during power-down.
摘要翻译： 可编程电源管理集成电路包括模拟输入监视器，其接收对应于电压，电流或温度测量的模拟输入信号。 模拟输入监视器将可编程阈值应用于测量，并将结果输出到可编程逻辑器件，可编程逻辑器件可以向被监视的系统生成各种状态和/或控制信号。 可编程逻辑器件控制FET驱动器，可以打开和关闭被监视系统的电源。 可编程电源管理集成电路还可以包括内部振荡器，串行接口，在系统可编程接口，联合测试动作组接口，存储识别信息的存储器和用于在掉电期间捕获系统信息的寄存器。
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公开(公告)号：US20080275800A1
公开(公告)日：2008-11-06
申请号：US11743293
申请日：2007-05-02
申请人： Naoki Abe , James J. Bennett , David L. Jensen , Richard D. Lawrence , Prem Melville , Edwin Peter Dawson Pednault , Cezar Pendus , Chandan Karrem Reddy , Vincent Philip Thomas
发明人： Naoki Abe , James J. Bennett , David L. Jensen , Richard D. Lawrence , Prem Melville , Edwin Peter Dawson Pednault , Cezar Pendus , Chandan Karrem Reddy , Vincent Philip Thomas
IPC分类号： G06Q40/00
CPC分类号： G06Q40/00 , G06Q40/025 , G06Q40/12
摘要： The present invention employs data processing systems to handle debt collection by formulation the collections process as a Markov Decision Process with constrained resources, thus making it possible automatically to generate an optimal collections policy with respect to maximizing long-term expected return throughout the course of a collections process, subject to constraints on the available resources possibly in multiple organizations. This is accomplished by coupling data modeling and resource optimization within the constrained Markov Decision Process formulation and generating optimized rules based on constrained reinforcement learning process comprising applied on the basis of past historical data.
摘要翻译： 本发明采用数据处理系统来处理债务收集，通过将收集过程作为具有约束资源的马尔可夫决策过程来制定收款过程，从而使得可以自动生成关于在整个过程中最大化长期预期回报的最佳收款策略 收集过程，受到可能在多个组织中可用资源的限制。 这通过在约束马尔可夫决策过程公式中耦合数据建模和资源优化来实现，并且基于约束强化学习过程生成优化的规则，其包括基于过去的历史数据应用。
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