The existence and stability of the optimal control is established based on the parabolic regularization method and the weak convergence technique 用抛物正则化方法和弱收敛技巧，证明了最优控制的存在性和稳定性。
It has pointed out that the generalization ability of neural network can be improved by using network optimization and regularization methods 神经网络泛化能力的提高可通过神经网络结构的优化和正则化等方法加以实现。
In the inversion , we improve the stability and reduced the multi - solution by introducing the regularization factors in time and space 在反演过程中，通过引入时间和空间正则化因子来改善反演的稳定性，减少反演的多解性。
Journal of computer science and technology , 2002 , 17 : 181 - 188 . 21 the c - h , chin r t . on image analysis by moment invariants 我们通过利用仿射正则化矩作为输入得到zernike矩来解决这个问题，从而得到仿射正则化的zernike矩。
We will use regular - ization method and upper and lower solution technique to give the local existence , global existence and uniqueness results 我们将利用正则化方法和上下解技巧给出局部古典解和整体古典解的存在唯一性。
Finally , an improved successive approximation process algorithm based on histogram constraint and tikhonov - miller regularization is proposed 最后，本文提出一种结合直方图约束和tikhonov - miller正则化的连续近似迭代算法。
The existence and uniqueness of renormalized solutions of a doubly degenerate parabolic equation are discussed by means of parabolic regularization method 摘要利用抛物正则化方法证明了双重退化抛物型方程重整化解的存在惟一性。
To obtain a stable solution , in our method , successive approximation process is constrained by prior histogram and laplacian regularization 为了获得稳定而满意的解，我们采用直方图约束下的正则化方法对连续近似迭代进行约束。
Girosi , f . , m . jones , and t . poggio . " regularization theory and neural network architectures . " ? neural computation 7 ( 1995 ) : 219 - 269 关于学习理论和正则化理论相互关系的一个详尽介绍。在本讲和接下来的讲座中，我们会经常提到这篇文章。
By using the optimized covariance matrices to optimize the new regularized discriminant analysis ( rda ) , the correct classification rate is higher than that by the old rda 利用优化的协方差矩阵对正则化判别分析方法进行优化，其模式分类正确率有显著提高。
