资源列表
lanczos
- Lanczos方法是一种重要的求解方程组的方法，本例给出了lanczos的程序，并给出了一个算例-Lanczos is a good method to solve the Equation group, give your a good example.
BM
- 布朗运动是一种重要的随机过程，本例模拟了一个二维欧式空间的Brownian motion。-Brownian motion is an important process, and give you a good expression.
conj
- fortran编写的共轭梯度法模块，直接套用，可以直接读矩阵文件-the conjugate gradient method of fortran written modules, ready-made, you can directly read the matrix file
minFunc
- 梯度下降法工具箱，包括了L_BFGS等。MATLAB版-gradient descent toolbox, including L_BFGS, MATLAB edition
LM
- 用Python语言实现LM(Levenberg-Marquardt)算法。-implementation of LM(Levenberg-Marquardt) algorithm with python.
dc-ac
- 光伏发电系统逆变器功能的控制算法的实现。-Photovoltaic inverter system function of the realization of the control algorithm.
Geiger
- 盖格尔用于数值分析，应用于地震领域，声发射信号的处理-Geiger used for numerical analysis, applied to the seismic areas, acoustic emission signal processing, etc.
rabbit
- rabbit算法实现随机数的生成，编译环境为VS2015.-rabbit algorithm random number generation, compilation environment for VS2015.
UKF_filter
- 无迹卡尔曼滤波或不敏卡尔曼滤波器 相比于传统卡尔曼滤波器更适于非线性变换 跟踪效果稳定-unscented Kalman filter Unscented Kalman filter than conventional Kalman filter is more suitable for nonlinear conversion tracking effect stable
CMA-ES-optimization
- 包括优化算法源程序及算法原理介绍。自适应协方差矩阵进化策略，一种2000年左右发展起来的新优化算法，简称CMA-ES，最近十几年得到了学术界的广泛关注，非常有应用前景。这是一种黑箱子优化算法，可以再程序末自己定义优化函数，也可以调用外部程序（如有限元等）进行计算，然后提取优化函数的解。该优化算法在各种变量维度下的表现优于蚁群算法、粒子群算法，有较好的收敛性，这归功于其严谨的数学表达。-Covariance matrix adaptation evolution strategy, about o
computational-physics
- 计算物理课程讲义，理论物理学系必看，全英文-Computational Physics lecture notes, theoretical physics department must see, all in English
TVD
- TVD格式，总变差减小格式的Fortran程序，用于求解一维线性对流方程。-TVD scheme, total variation diminishing format Fortran program for solving one-dimensional linear convection equation.