greedyAlg

Video action dataset

Data Compression Huffman Coding Example Create an huffman alphabet for the input string Python 2.7 necessary (not tested Python 3.0). For windows just run huffman.bat

PCA特征脸 可以获得ORL库的特征连图像。(PCA face)

本书全面介绍了数据挖掘，涵盖了五个主题：数据、分类、关联分析、聚类和异常检测。除异常检测外，每个主题都有两章：前一章涵盖基本概念、代表性算法和评估技术，而后一章讨论高级概念和算法。这样读者在透彻地理解数据挖掘的基础的同时，还能够了解更多重要的高级主题。 (Introduction to Data Mining Instructor’s Solution )

基于BorlandC_Builder和MATLAB混合编程的仿真应用.pdf(based on MATLAB and mixed BorlandC_Builder Simulation Application Programming. P df)

this file contain 2 pdf about integeration in matlab and some code as following: QR decomposition Jacobi method Choleskey Decomposition householder method Genetic Algorithm least_squares method gauss_seidel method

基于matlab的SVM, gaussian_kernel 和polynomial_kernel(gaussian_kernel 和polynomial_kernel)

采用两种不同的数学方法进行处理。推导出两对角线方程和块状两对角线方程,提出了两种相应的数值计算方法。本文的方法具有对初值要求不高和收敛迅速的特点(The model equations of the multicomponent multistage adiabatic flash process are handled by two different mathematical methods in the forms of di-diagonal matrix equation and block di-diagonal matrix equation, and the two new algorithms are developed. The numerical calculation shows that the new algorithms process has the features of being more rapid to convergency and less sensitive to the initial values)

说明：  Matlab code for simulation of PSO (Particle Swarm Optimization)

说明：  matlab相关最优化算法，包括遗传算法、粒子群算法、蚁群算法、模拟退火法等等(Matlab related optimization algorithms, including genetic algorithm, particle swarm optimization, ant colony optimization, simulated annealing, etc)