entropy size change added

src/NeuronNetwork/Learning/BackPropagation.cpp

@@ -42,9 +42,7 @@ void Shin::NeuronNetwork::Learning::BackPropagation::propagate(const Shin::Neuro
 		else
 			max=network[i-1]->size();
 		
-		size_t j=1;
-		int size=network[i]->size();
-		for(j=1;j<size;j++)
+		for(size_t j=1;j<network[i]->size();j++)
 		{
 			network[i]->operator[](j)->setWeight(0,network[i]->operator[](j)->getWeight(0)+deltas[i][j]*learningCoeficient);
 			for(size_t k=1;k<max;k++)
@@ -73,7 +71,7 @@ double Shin::NeuronNetwork::Learning::BackPropagation::teach(const Shin::NeuronN
 	{
 		for(size_t i=0;i<solution.size();i++)
 		{
-			s.push_back(solution[i]*((double)(990+(rand()%21))/1000.0));
+			s.push_back(solution[i]*((double)((100000-entropySize)+(rand()%(entropySize*2+1)))/100000.0));
 		}
 		propagate(s);
 	}else

src/NeuronNetwork/Learning/BackPropagation.h

@@ -9,8 +9,14 @@
 #include  "Supervised"
 
 /*
+ * http://sydney.edu.au/engineering/it/~comp4302/ann4-3s.pdf
+ * http://www.cs.cmu.edu/afs/cs/academic/class/15883-f13/slides/backprop.pdf
+ * http://airccse.org/journal/jcsit/0211ijcsit08.pdf
+ * http://www.cedar.buffalo.edu/~srihari/CSE574/Chap5/Chap5.3-BackProp.pdf
+ * http://stackoverflow.com/questions/13095938/can-somebody-please-explain-the-backpropagation-algorithm-to-me
+ * http://ufldl.stanford.edu/wiki/index.php/Backpropagation_Algorithm
  * 
- * 
+ * http://www.cleveralgorithms.com/nature-inspired/neural/backpropagation.html
  * 
  */
 
@@ -29,9 +35,11 @@ namespace Learning
 
 			void setLearningCoeficient (double);
 			void allowEntropy() {entropy=1;}
+			void setEntropySize(int milipercents) { entropySize=milipercents; }
 		protected:
 			double learningCoeficient=0.4;
-			bool entropy=1;
+			bool entropy=0;
+			int entropySize=500;
 	};
 }
 }

src/NeuronNetwork/Learning/OpticalBackPropagation.cpp

@@ -2,7 +2,7 @@
 
 Shin::NeuronNetwork::Learning::OpticalBackPropagation::OpticalBackPropagation(FeedForwardNetworkQuick &n): BackPropagation(n)
 {
-
+	setEntropySize(100);
 }
 
 void Shin::NeuronNetwork::Learning::OpticalBackPropagation::propagate(const Shin::NeuronNetwork::Solution& expectation)

src/NeuronNetwork/Learning/Reinforcement.h

@@ -11,8 +11,23 @@
 #include "functional"
 
 /*
+ * http://www2.econ.iastate.edu/tesfatsi/RLUsersGuide.ICAC2005.pdf
+ * http://www.autonlab.org/tutorials/rl06.pdf
+ * http://www.nbu.bg/cogs/events/2000/Readings/Petrov/rltutorial.pdf
  * 
+ * http://www.applied-mathematics.net/qlearning/qlearning.html
+ * http://nn.cs.utexas.edu/downloads/papers/stanley.gecco02_1.pdf
  * 
+ * http://stackoverflow.com/questions/740389/good-implementations-of-reinforced-learning
+ * 
+ * http://stackoverflow.com/questions/10722064/training-a-neural-network-with-reinforcement-learning
+ * 
+ * http://remi.coulom.free.fr/Thesis/
+ * http://remi.coulom.free.fr/Publications/Thesis.pdf
+ * 
+ * http://link.springer.com/article/10.1007/BF00992696
+ * 
+ * http://scholar.google.cz/scholar?start=10&q=reinforcement+learning+feedforward&hl=en&as_sdt=0,5&as_vis=1
  * 
  */