真正的isodata 迭代自组织的数据分析例程代码

This file used for WLAN network theory

说明：  hi image denoising.......it works like a charm

可以实现复杂环境下的预测，模糊粒计算下的支持向量机(Support Vector Machine Based on Fuzzy Granular Computing and Prediction in Complex Environment)

说明：  人工蜂群算法的matlab实现，智能启发式算法(artificial bee colony)

Estimates a GARCH(1,1) under the normality assumption

说明：  一维，二维，三维的各异向扩散滤波的matlab实现。(One-dimensional, two-dimensional, three-dimensional proliferation of different filter matlab to achieve.)

MATLAB particle swarm algorithm, realize the MIMO equalization.

Adaptive arithmetic coding.

APF svpwm方式的matla simulink模型(Matla simulink model APF svpwm way)

说明：  SURROGATES工具箱是一个多维函数逼近和优化方法的通用MATLAB库。当前版本包括以下功能： 实验设计：中心复合设计，全因子设计，拉丁超立方体设计，D-optimal和maxmin设计。 代理：克里金法，多项式响应面，径向基神经网络和支持向量回归。 错误和交叉验证的分析：留一法和k折交叉验证，以及经典的错误分析（确定系数，标准误差;均方根误差等;）。 基于代理的优化：高效的全局优化（EGO）算法。 其他能力：通过安全裕度进行全局敏感性分析和保守替代。(SURROGATES Toolbox is a general-purpose MATLAB library of multidimensional function approximation and optimization methods. The current version includes the following capabilities: Design of experiments: central composite design, full factorial design, Latin hypercube design, D-optimal and maxmin designs. Surrogates: kriging, polynomial response surface, radial basis neural network, and support vector regression. Analysis of error and cross validation: leave-one-out and k-fold cross-validation, and classical error analysis (coefficient of determination, standard error; root mean square error; and others). Surrogate-based optimization: efficient global optimization (EGO) algorithm. Other capabilities: global sensitivity analysis and conservative surrogates via safety margin.)