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Interval solution of nonlinear equations using linear programming

机译:使用线性规划的非线性方程的区间解

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A new computational test is proposed for nonexistence of a solution to a system of nonlinear equations in a convex polyhedral region X. The basic idea proposed here is to formulate a linear programming problem whose feasible region contains all solutions in X. Therefore, if the feasible region is empty (which can be easily checked by Phase I of the simplex method), then the system of nonlinear equations has no solution in X. The linear programming problem is formulated by surrounding the component nonlinear functions by rectangles using interval extensions. This test is much more powerful than the conventional test if the system of nonlinear equations consists of many linear terms and a relatively small number of nonlinear terms. By introducing the proposed test to interval analysis, all solutions of nonlinear equations can be found very efficiently.
机译:针对凸多面体区域X中的非线性方程组的解的不存在,提出了一种新的计算测试。此处提出的基本思想是公式化一个线性规划问题,该问题的可行区域包含X中的所有解。因此,如果可行如果区域为空(可以通过单纯形法的阶段I轻松检查),则非线性方程组在X中无解。线性规划问题是通过使用间隔扩展将矩形非线性函数包围在矩形中来解决的。如果非线性方程组由许多线性项和相对较少数量的非线性项组成,则该测试比常规测试功能强大得多。通过将建议的测试引入区间分析,可以非常有效地找到非线性方程的所有解。

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