//+------------------------------------------------------------------+
//| mt4fann1.mq4 |
//| Copyright © 2008, MetaQuotes Software Corp. |
//| http://www.metaquotes.net |
//+------------------------------------------------------------------+
#property copyright "Copyright © 2008, MetaQuotes Software Corp."
#property link "http://www.metaquotes.net"
#include <mt4fann200_1.mqh>
#define NUM_INPUT 2
#define NUM_HIDDEN 3
#define NUM_OUTPUT 1
string EA_NAME = "FANN_";
int train_iterations = 10000;
double input[NUM_INPUT];
double output[NUM_OUTPUT];
int fann = 0;
//+------------------------------------------------------------------+
//| script program start function |
//+------------------------------------------------------------------+
int start()
{
//----
// *** INITIALIZE ***
string fname = EA_NAME + Symbol() + "P" + Period() + ".NN";
Print( "Creating a brand new Neural Network..." );
fann = FANN_Create( NUM_INPUT, NUM_OUTPUT, NUM_HIDDEN );
// *** TRAIN ***
for ( int k = 0; k < train_iterations; k++ )
{
input[0]=0;
input[1]=0;
output[0]=0;
FANN_Train( fann, input, output );
input[0]=0;
input[1]=1;
output[0]=1;
FANN_Train( fann, input, output );
input[0]=1;
input[1]=0;
output[0]=1;
FANN_Train( fann, input, output );
input[0]=1;
input[1]=1;
output[0]=0;
FANN_Train( fann, input, output );
}
string s1="";
input[0]=0;
input[1]=0;
output[0]=0;
FANN_Run( fann, input, output );
s1=s1+input[0]+" xor "+input[1]+" = "+output[0]+"\n";
input[0]=0;
input[1]=1;
output[0]=0;
FANN_Run( fann, input, output );
s1=s1+input[0]+" xor "+input[1]+" = "+output[0]+"\n";
input[0]=1;
input[1]=0;
output[0]=0;
FANN_Run( fann, input, output );
s1=s1+input[0]+" xor "+input[1]+" = "+output[0]+"\n";
input[0]=1;
input[1]=1;
output[0]=0;
FANN_Run( fann, input, output );
s1=s1+input[0]+" xor "+input[1]+" = "+output[0]+"\n";
Comment(s1);
// *** SHUTDOWN ***
Print( "Saving network..." + fname );
FANN_Save( fann, fname );
Print( "Cleanup..." );
FANN_Destroy( fann );
//----
return(0);
}
//+------------------------------------------------------------------+
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