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    • 1. 发明申请
    • AUTOMATED DECOMPOSITION FOR MIXED INTEGER LINEAR PROGRAMS WITH EMBEDDED NETWORKS REQUIRING MINIMAL SYNTAX
    • 混合整数线性程序的自动分解与嵌入式网络需要最小语法
    • US20150347149A1
    • 2015-12-03
    • US14722624
    • 2015-05-27
    • MATTHEW VICTOR GALATIROBERT WILLIAM PRATTLEONARDO BEZERRA LOPES
    • MATTHEW VICTOR GALATIROBERT WILLIAM PRATTLEONARDO BEZERRA LOPES
    • G06F9/38
    • G06F9/30007G06F9/30145G06F17/11
    • An apparatus includes a communications component to receive computer-executable query instructions to solve a MILP problem, the query instructions including a first expression conveying an objective function and side constraint that define a master problem of the MILP problem, a second expression conveying a mapping of graph data to a graph, and a third expression conveying a selection of a graph-based algorithm to solve a subproblem of the MILP problem; a subproblem component to replace the third expression with a fourth expression during decomposition of the MILP problem, the fourth expression including instructions to implement the graph-based algorithm to solve the subproblem; and an execution control component to perform iterations of solving the MILP problem that include executing the first expression to derive a solution to the master problem; and executing the fourth expression to derive a solution to the subproblem based on the mapping and the master problem solution.
    • 一种装置包括用于接收计算机可执行查询指令以解决MILP问题的通信组件,所述查询指令包括传达定义MILP问题的主要问题的目标函数和侧限制的第一表达式,所述第一表达式传达MILP问题的映射 图形数据到图形,以及第三表达式,其传达基于图的算法的选择以解决MILP问题的子问题; 一个子问题组件在MILP问题分解过程中用第四个表达式替换第三个表达式,第四个表达式包括实现基于图的算法来解决子问题的指令; 以及执行控制组件,用于执行解决包括执行所述第一表达式的MILP问题的迭代以导出所述主问题的解决方案; 并且基于映射和主问题解决方案执行第四表达式以导出子问题的解。
    • 2. 发明申请
    • AUTOMATED DECOMPOSITION FOR MIXED INTEGER LINEAR PROGRAMS WITH EMBEDDED NETWORKS REQUIRING MINIMAL SYNTAX
    • 混合整数线性程序的自动分解与嵌入式网络需要最小语法
    • US20160077833A1
    • 2016-03-17
    • US14936952
    • 2015-11-10
    • MATTHEW VICTOR GALATIROBERT WILLIAM PRATTLEONARDO BEZERRA LOPES
    • MATTHEW VICTOR GALATIROBERT WILLIAM PRATTLEONARDO BEZERRA LOPES
    • G06F9/30
    • G06F9/30007G06F9/30145G06F17/11
    • Embodiments include techniques to receive computer-executable query instructions to solve a MILP problem, the query instructions including a first expression conveying an objective function and side constraint that define a master problem of the MILP problem, a second expression conveying a mapping of graph data to a graph, and a third expression conveying a selection of a graph-based algorithm to solve a subproblem of the MILP problem; a subproblem component to replace the third expression with a fourth expression during decomposition of the MILP problem, the fourth expression including instructions to implement the graph-based algorithm to solve the subproblem; and an execution control component to perform iterations of solving the MILP problem that include executing the first expression to derive a solution to the master problem; and executing the fourth expression to derive a solution to the subproblem based on the mapping and the master problem solution.
    • 实施例包括用于接收计算机可执行查询指令以解决MILP问题的技术,所述查询指令包括传达目标函数的第一表达式和定义MILP问题的主要问题的边界约束,第二表达式将图形数据映射到 图形和第三表达式,其传达基于图的算法的选择以解决MILP问题的子问题; 一个子问题组件在MILP问题分解过程中用第四个表达式替换第三个表达式,第四个表达式包括实现基于图的算法来解决子问题的指令; 以及执行控制组件,用于执行解决包括执行所述第一表达式的MILP问题的迭代以导出所述主问题的解决方案; 并且基于映射和主问题解决方案执行第四表达式以导出子问题的解。