chapter6

基于混沌的模拟退火算法，采用偏最小二乘法，用蒙特卡洛模拟的方法计算美式期权的价格以及基本描述。( Chaos-based simulated annealing algorithm, Partial least squares method, Monte Carlo simulation method of calculating the American option price and basic description.)

说明：  s变换及其调用例子程序，大家可以参考一下，以便于对其进行改进优化( examples of program S transformation and its call)

这是一个关于流形学习的压缩文件，大家可以根据需要下载(this is about isomap.m)

simulink的例子 包括源 接收器等 很多 很全哦(simulink examples include the source of the receiver is wide Oh, and many other)

用MOM求解HALLEN S INTEGRAL EQUATION ，得出电流分布(Using MOM to solve HALLEN' S INTEGRAL EQUATION, draw current distribution)

说明：  计算电力系统最优化，使电力系统运行时达到经济最优(Calculation of power system optimization, so that when the power system to achieve the economic optimum)

GMDH_main为GMDH主函数； variable_Combin为输入层初始变量选为x1,x1^2,x1*x2,x2^2,x2时的输入变量矩阵值 variable_select计算X_train训练输入数据,Y_train训练输出数据,X_test测试输入数据,Y_test测试输出数据 Combin为求变量的两两组合 Sym_Combin为求符号变量的两两组合 PE_AIC求每层各神经元的参数估计W，及训练数据在参数估计后估计的输出out_train，测试数据在参数估计后的估计输出out_test，还有与实际比较的误差平方和PESS， 以及准则值AIC sym_representation求最终的输入输出符号表达式 Criterion_value求准则值 (GMDH_main main function for the GMDH variable_Combin initial variables chosen for the input layer, x1, x1 ^ 2, x1* x2, x2 ^ 2, x2 the value of the input variable matrix calculation X_train variable_select training input data, Y_train training output data, X_test test input data, Y_test for the sake of the test output data Combin pairwise combination of variables for the sake of symbolic variables Sym_Combin pairwise combinations PE_AIC neurons find each parameter estimation of the W, and after the training data is estimated in the estimation of output out_train, test data After the parameter estimates of the output estimated out_test, also compared with the actual sum of squared errors PESS, as well as the final criterion value AIC sym_representation seek the input and output values ​ ​ of symbolic expressions Criterion_value find criteria)

关于空间谱估计算法的一些性能比较，大家可以参考一下，看一看(On the spatial spectrum estimation performance comparison of the coding )

Matlab语言开发的电力系统分析软件包，可进行潮流计算，稳定性分析，系统仿真等。(Matlab language development of power system analysis software package, available for flow calculation, stability analysis, system simulation.)

用Matlab语言编写的基于遗传算法求解TSP问题的程序(Written in Matlab genetic algorithm-based procedure for TSP)