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    • 1. 发明申请
    • METHODS AND SYSTEMS FOR USE IN REDUCING SOLUTION CONVERGENCE TIME USING GENETIC ALGORITHMS
    • 使用遗传算法减少解决方案融合时间的方法和系统
    • US20130173510A1
    • 2013-07-04
    • US13342341
    • 2012-01-03
    • James Joseph Schmid, JR.
    • James Joseph Schmid, JR.
    • G06N3/12
    • G06N3/126
    • A computer system for finding a solution using a genetic algorithm is provided. The computer system includes a display, a user input device, at least one processor, and computer readable media. The at least one processor is programmed to execute a genetic algorithm. The genetic algorithm includes an initialization stage, an evolution stage, and an output stage. The evolution stage includes a domain restraint process. During the domain restraint process, children created during the evolution stage are compared with an environmental influence which represents domain knowledge. Children are influenced using the environmental influence in order to reduce the search domain by avoiding solutions known to be sub-optimal.
    • 提供了一种使用遗传算法找到解决方案的计算机系统。 计算机系统包括显示器,用户输入设备,至少一个处理器和计算机可读介质。 所述至少一个处理器被编程为执行遗传算法。 遗传算法包括初始化阶段,演进阶段和输出阶段。 演进阶段包括域约束过程。 在域约束过程中,在演化阶段创建的儿童与代表领域知识的环境影响进行比较。 儿童受到环境影响,为了通过避免已知不合理的方案来减少搜索领域。
    • 3. 发明授权
    • Volt/var switch plan
    • Volt / var开关计划
    • US08812167B2
    • 2014-08-19
    • US13089782
    • 2011-04-19
    • James Joseph SchmidHua Fan
    • James Joseph SchmidHua Fan
    • G05D17/00
    • H02J3/18H02J2003/007Y02E40/30Y02E60/76Y04S40/22
    • A power distribution system includes at least one power distribution device and a computer coupled to the power distribution device, wherein the computer includes a memory area configured to store a hierarchy of the power distribution device. The computer is configured to adjust a first voltage level of a first power distribution device, wherein the first power distribution device is a first tier of the hierarchy, and adjust at least a second voltage level of at least a second power distribution device, wherein the second power distribution device is a second tier of the hierarchy. The computer is also configured to generate a switch plan for the power distribution device based on the adjusted first voltage level and the adjusted at least a second voltage level.
    • 配电系统包括至少一个配电装置和耦合到配电装置的计算机,其中所述计算机包括被配置为存储所述配电装置的层级的存储区域。 计算机被配置为调整第一配电装置的第一电压电平,其中第一配电装置是层级的第一层,并且调整至少第二配电装置的至少第二电压电平,其中, 第二配电装置是层次结构的第二层。 计算机还被配置为基于经调整的第一电压电平和调整的至少第二电压电平来产生配电装置的开关计划。