normalize.m

来自「一个基于K均值聚类的ＲＢＦ神经网络」· M 代码 · 共 18 行

function output=normalize(input,strength)
%this function is designed for normalizing the data set.
%input              the data which will be normalized.
%strength           the desired max of the data
%if there is only one argument, the strength is equal to 1.
%
%
%
%
%edit by bruce, June 8, 2006
%
%%%%%%%%%%%%%%%%%%%%%%%%
if nargin<2
    strength=1;
end 

output=(input-mean(input))*strength/(max(input)-min(input));