强单调型非线性方程解的算法及其在凸极小化和变分不等式问题中的应用

M. Aibinu, S. C. Thakur, S. Moyo
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引用次数: 2

摘要

现实生活中的问题是由本质上是非线性的方程控制的。非线性方程出现在建模问题中,例如工业中的成本最小化和商业中的风险最小化。对于(p, {\eta})-强单调型(其中{\eta} > 0, p > 1)的非线性方程,采用了一种不涉及假设存在一个计算不清楚的实常数的技术,得到了一个强收敛结果。给出了(p, {\eta})-强单调型非线性方程的一个例子。作为主要结果的结果,得到了凸极小化和变分不等式问题的解。该解决方案在其他领域也有应用,如工程、物理、生物、化学、经济学和博弈论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithm for Solutions of Nonlinear Equations of Strongly Monotone Type and Applications to Convex Minimization and Variational Inequality Problems
Real-life problems are governed by equations which are nonlinear in nature. Nonlinear equations occur in modeling problems, such as minimizing costs in industries and minimizing risks in businesses. A technique which does not involve the assumption of existence of a real constant whose calculation is unclear is used to obtain a strong convergence result for nonlinear equations of (p, {\eta})-strongly monotone type, where {\eta} > 0, p > 1. An example is presented for the nonlinear equations of (p, {\eta})-strongly monotone type. As a consequence of the main result, the solutions of convex minimization and variational inequality problems are obtained. This solution has applications in other fields such as engineering, physics, biology, chemistry, economics, and game theory.
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