资源简介
用蝙蝠算法(BA)对极限学习机(ELM)的输入权值和偏执进行进行优化,其诊断精度有明显提升。
代码片段和文件信息
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
属性 大小 日期 时间 名称
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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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