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Iterative Design and Implementation of Rapid Gradient Descent Method

机译:快速梯度下降法的迭代设计与实现

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摘要

Solvers of nonlinear systems of equations are important in software engineering. There are various methods which use gradient approach to find the solution in accordance to gradient descent. This paper presents software testing for proposed implementation of rapid gradient descent method. Results show that implementation is able to solve problems better than classic approach. The gradient path is smooth and faster converge to the final location.
机译:非线性方程组的求解器在软件工程中很重要。有多种方法可以使用梯度方法根据梯度下降来寻找解。本文介绍了用于建议的快速梯度下降方法实施的软件测试。结果表明,与传统方法相比,实现方法能够更好地解决问题。渐变路径是平滑的,并且可以更快地收敛到最终位置。

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