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    • 30. 发明申请
    • SYSTEM AND METHOD FOR SOLVING MULTIOBJECTIVE OPTIMIZATION PROBLEMS
    • 用于解决多目标优化问题的系统和方法
    • WO2010148238A2
    • 2010-12-23
    • PCT/US2010/039053
    • 2010-06-17
    • BOARD OF REGENTS, THE UNIVERSITY OF TEXAS SYSTEMTRUEMPER, Klaus
    • TRUEMPER, Klaus
    • G06F17/00G06F9/00
    • G06N99/005
    • A system and method for solving a set of optimization problems initializes a current region of optimal solutions for the set of optimization problems, performs a reduction phase, and provides the optimal solutions within the current region. The reduction phase creates a random sample of points within the current region and identifies a subregion of the current region that very likely does not contain any optimal solutions. The identified subregion is then removed from the current region. If the current region does not satisfies one or more convergence criteria, the process loops back to create another random sample of points and repeats the above- described steps. If, however, the current region does satisfy the convergence criteria, the optimal solutions within the current region are provided to the output device.
    • 用于求解一组优化问题的系统和方法初始化该组优化问题的最优解的当前区域,执行缩减阶段,并在当前区域内提供最优解。 还原阶段创建当前区域内的点的随机样本,并识别当前区域的非常可能不包含任何最优解的子区域。 然后从当前区域中删除所识别的子区域。 如果当前区域不满足一个或多个收敛标准,则该过程循环回创建另一个随机抽样点并重复上述步骤。 然而,如果当前区域确实满足收敛准则,则将当前区域内的最优解提供给输出设备。