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利用差分演化優化極限學習機神經網絡的MATLAB源代碼
代碼片段和文件信息
function?[TrainingTime?TrainingAccuracy?TestingAccuracy]=ELM_DE(TrainingData_File?TestingData_File?Elm_Type?NumberofHiddenNeurons?ActivationFunction);
%?minimization?of?a?user-supplied?function?with?respect?to?x(1:D)
%?using?the?differential?evolution?(DE)?algorithm?of?Rainer?Storn
%?(http://www.icsi.berkeley.edu/~storn/code.html)
%?
%?Special?thanks?go?to?Ken?Price?(kprice@solano.community.net)?and
%?Arnold?Neumaier?(http://solon.cma.univie.ac.at/~neum/)?for?their
%?valuable?contributions?to?improve?the?code.
%?
%?Strategies?with?exponential?crossover?further?input?variable
%?tests?and?arbitrary?function?name?implemented?by?Jim?Van?Zandt?
%??12/97.
%
%?Output?arguments:
%?----------------
%?bestmem????????parameter?vector?with?best?solution
%?bestval????????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????18818??2005-02-21?12:36??EELM\ELM_DE.m
?????文件????????1673??2005-02-21?12:39??EELM\ELM_X.m
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