PSO优化RBFNN的MATLAB源代码

本文件是关于PSO粒子群算法优化RBF神经网络的MATLAB源程序。

%%RBF_cluster   Algorithm

clear  all
close all
clc

format long


global  p   aim   center   w2   b1  b2   sc

%%  导入数据
p1=[0 0 0 0 0 0
    0.0001 0.0005 0 0.0101 0.0674 0.0008
    0.0002 0.0016 0 0.0156 0.1051 0.0008
    0.0006 0.0039 0 0.017 0.1189 -0.0012
    0.0009 0.0061 -0.0001 0.0119 0.094 -0.0058
    0.001 0.0079 -0.0004 -0.0014 0.0239 -0.0157
    0.0006 0.007 -0.0012 -0.0195 -0.071 -0.0299
    -0.0005 0.0024 -0.0027 -0.0327 -0.1391 -0.0426
    -0.002 -0.004 -0.0047 -0.0349 -0.1528 -0.0476
    -0.0035 -0.0107 -0.0069 -0.0258 -0.1178 -0.0434
    -0.0044 -0.0153 -0.0089 -0.0085 -0.0551 -0.0302
    -0.0043 -0.0167 -0.0102 0.0115 0.006 -0.0118
    -0.0031 -0.0152 -0.0104 0.027 0.0384 0.0039
    -0.0012 -0.0126 -0.0098 0.037 0.046 0.0144
    0.0013 -0.0099 -0.0087 0.0433 0.0411 0.0201
    0.004 -0.0077 -0.0075 0.0474 0.0336 0.0224
    0.007 -0.0058 -0.0061 0.0505 0.0281 0.0228
    0.01004 -0.0042 -0.0047 0.0529 0.0249 0.0223
    0.0133 -0.0028 -0.0034 0.0546 0.023 0.0214
    0.0166 -0.0015 -0.0022 0.0554 0.0211 0.02
    0.0199 -0.0003 -0.0010 0.0555 0.019 0.0183
    0.0232 0.0009 0 0.0548 0.0165 0.0164
    0.0265 0.0017 0.0009 0.0535 0.0139 0.0144
    0.0296 0.0025 0.0017 0.0518 0.0115 0.0124
    0.0327 0.0031 0.0024 0.0497 0.0093 0.0104
    0.0356 0.0036 0.003 0.0473 0.0073 0.0085
    0.0383 0.004 0.0034 0.0447 0.0056 0.0068
    0.0409 0.0043 0.0038 0.042 0.004 0.0052
    0.0434 0.0045 0.0041 0.0391 0.0026 0.0038
    0.0456 0.0046 0.0043 0.0362 0.0014 0.0025
    0.0477 0.0046 0.0044 0.0333 0.0003 0.0013
    0.0496 0.0046 0.0044 0.0304 -0.0006 0.0003
    0.0514 0.0046 0.0044 0.0275 -0.0014 -0.0006
    0.0529 0.0045 0.0043 0.0247 -0.0021 -0.0014
    0.0543 0.0043 0.0042 0.0221 -0.0027 -0.002
    0.0556 0.0041 0.0041 0.0195 -0.0031 -0.0025
    0.0567 0.0039 0.0039 0.0171 -0.0034 -0.003
    0.0576 0.0037 0.0038 0.0148 -0.0037 -0.0033
    0.0585 0.0035 0.0036 0.0127 -0.0039 -0.0035
    0.0592 0.0033 0.0033 0.0107 -0.004 -0.0037
    0.0597 0.003 0.00311 0.0089 -0.004 -0.0038
    0.0602 0.0028 0.0029 0.0072 -0.004 -0.0039
    0.0606 0.0025 0.0026 0.0057 -0.004 -0.0039;
    0.0609 0.0023 0.0024 0.0043 -0.0039 -0.0038
    0.0611 0.0021 0.0022 0.003 -0.0038 -0.0037
    0.0613 0.0018 0.002 0.0019 -0.0036 -0.0036
    0.0614 0.0016 0.0018 0.001 -0.0034 -0.0035
    0.0614 0.0014 0.0016 0.0001 -0.0033 -0.0033
    0.0613 0.0011 0.0012 -0.0012 -0.0029 -0.0029
    0.0612 0.0009 0.001 -0.0017 -0.0026 -0.0027
    0.0611 0.0007 0.0009 -0.0022 -0.0024 -0.0025
    0.061 0.0006 0.0007 -0.0025 -0.0022 -0.0023
    0.061 0.0005 0.0006 -0.0028 -0.002 -0.002
    0.061 0.0004 0.0005 -0.003 -0.0018 -0.0019
    0.061 0.0003 0.0004 -0.003 -0.0017 -0.0018]‘;
                 
                                          
  aim1=[ 0.000000000000011;0.394718455733434;0.724576051030752;1.1089141848001;1.363491643687506;
        1.506343007749198;1.431505989916112;1.185701063943196;0.92469418634255;0.722336431553

 属性            大小     日期    时间   名称
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     文件       4524  2009-07-21 23:10  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\GetCenterandWidthofRBF.m

     文件        261  2009-07-20 21:52  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\guiyi.m

     文件        379  2009-07-21 22:36  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\LS.m

     文件       2177  2009-07-21 22:36  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\main.m

     文件        368  2009-07-21 22:33  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\obf_pso.m

     文件        584  2012-05-26 21:56  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF\案例 gulaoshi2.blog.163.com.txt

     目录          0  2013-04-15 15:47  PSO优化RBFNN源代码 - PSO_base_RBF\PSO_base_RBF

     目录          0  2013-04-15 15:47  PSO优化RBFNN源代码 - PSO_base_RBF

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