regularization method meaning in English
正则化方法
Examples
- Since there exists ill - posedness in reconstructing velocity on the surface and reconstructing pressures in the field , this paper attempts to introduce an iterative regularization method to resolve such inverse problems
由辐射声压重构结构表面振动速度和声场声压存在解的离散病态问题，试图利用一种迭代正则化方法来解决此类逆问题。 - To get so - called c - best - approximate solutin on a certain constrained set c , we employ the constrained regularization method to solve fredholm integral equation of the first kind with nonnegative constraints
为得到所谓的带约束的反问题在特定约束集c上的最优解，我们采用约束正则化方法解决非负约束情况下的第一类fredholm积分方程。 - In this thesis , we extend the entropy regularization method in two ways : from the min - max problem to general inequality constrained optimization problems and from the entropy function to more general functions
本文从两个方面发展了这种熵正则化方法，即将其从极大极小问题推广到一般不等式约束优化问题上和用一般函数代替熵函数作正则项，建立新的正则化方法。 - The well - posedness and regularity problems of such equations will be dealed with elliptic regularization method . firstly , we construct a family of auxiliary problems with a small parameter e and a large parameter a . the energy estimates will be derivied after some lengthy calculation
具体说，在两区域闭曲线交界附近作辅助问题的解的h ~ 1局部估计，而在每个区域内部的估计可由标准椭圆型方程h ~ 2内估计直接得到。 - The second chapter reveals the mathematical essence of entropy regularization method for the finite min - max problem , through exploring the relationship between entropy regularization method and exponential penalty function method . the third chapter extends maximum entropy method to a general inequality constrained optimization problem and establishes the lagrangian regularization approach . the fourth chapter presents a unified framework for constructing penalty functions by virtue of the lagrangian regularization approach , and illustrates it by some specific penalty and barrier function examples
第一章为绪论，简单描述了熵正则化方法与罚函数法的研究现状；第二章，针对有限极大极小问题，通过研究熵正则化方法与指数(乘子)罚函数方法之间的关系，揭示熵正则方法的数学本质；第三章将极大熵方法推广到一般不等式约束优化问题上，建立了拉格朗日正则化方法；第四章利用第三章建立的拉格朗日正则化方法，给出一种构造罚函数的统一框架，并通过具体的罚和障碍函数例子加以说明。
Related Words
- regularization
- tikhonov regularization
- birkhoff regularization
- hadamard regularization
- global regularization
- lattice regularization
- formal regularization
- lemaitre regularization
- regularization effect
- dimensional regularization
- regularization (physics)
- regularization effect
- regularization of area
- regularization of land tenure