資源簡介
用蝙蝠算法(BA)對極限學習機(ELM)的輸入權值和偏執進行進行優化,其診斷精度有明顯提升。
代碼片段和文件信息
function?[TrainingTimeTestingTimeTrainingAccuracy?TestingAccuracy]=ELM_BA(TrainingData_File?TestingData_File?Elm_TypeNumberofHiddenNeurons?ActivationFunction);
%?============================================================???%?
%?Files?of?the?Matlab?programs?included?in?the?book:?????????????%
%?Xin-She?Yang?Nature-Inspired?metaheuristic?Algorithms????????%
%?Second?Edition?Luniver?Press?(2010).???www.luniver.com???????%
%?============================================================???%????
%?------------------------------------------------------------???%
%?Bat-inspired?algorithm?for?continuous?optimization?(demo)??????%
%?Programmed?by?Xin-She?Yang?@Cambridge?University?2010??????????%
%?For?details?please?see?the?following?papers:
%?1)?Xin-She?Yang?Bat?algorithm
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????8460??2020-09-22?13:25??BA_ELM≥?≥≡╦π╖?\ELM_BA.m
?????文件????????1777??2020-09-22?13:25??BA_ELM≥?≥≡╦π╖?\ELM_X.m
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