cellular encoding

2016-05-18 22:57:06 +02:00
parent 86def08f41
commit 237c7741d2
11 changed files with 1032 additions and 0 deletions
--- a/include/NeuralNetwork/ConstructiveAlgorithms/CelularEncoding/Instruction/Bias.h
+++ b/include/NeuralNetwork/ConstructiveAlgorithms/CelularEncoding/Instruction/Bias.h
@@ -0,0 +1,143 @@
+#pragma once
+
+#include "./Instruction.h"
+#include "../Cell.h"
+#include "../CelularEncoding.h"
+
+namespace NeuralNetworks {
+namespace ConstructiveAlgorithms {
+namespace CelularEncoding {
+namespace Instruction{
+	class IncBias : public Instruction{
+		public:
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(cell.getBias()+1.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return 1;
+			}
+
+			virtual std::string toString() const override {
+				return "IncBias";
+			}
+	};
+
+	class DecBias : public Instruction{
+		public:
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(cell.getBias()-1.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return 1;
+			}
+
+			virtual std::string toString() const override {
+				return "DecBias";
+			}
+
+	};
+	class MulBias : public Instruction{
+		public:
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(cell.getBias()*2.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return 1;
+			}
+
+			virtual std::string toString() const override {
+				return "MulBias";
+			}
+	};
+
+	class DivBias : public Instruction{
+		public:
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(cell.getBias()*0.5);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return 1;
+			}
+
+			virtual std::string toString() const override {
+				return "DivBias";
+			}
+	};
+
+	class SetBiasZero : public Instruction{
+		public:
+			SetBiasZero(bool terminal = true) : _nodes(terminal ? 0 : 1) {
+
+			}
+
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(0.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return _nodes;
+			}
+
+			virtual std::string toString() const override {
+				return "SetBiasZero";
+			}
+		protected:
+			std::size_t _nodes;
+	};
+
+	class SetBiasOne : public Instruction{
+		public:
+			SetBiasOne(bool terminal = true) : _nodes(terminal ? 0 : 1) {
+
+			}
+
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(1.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return _nodes;
+			}
+
+			virtual std::string toString() const override {
+				return "SetBiasZero";
+			}
+		protected:
+			std::size_t _nodes;
+	};
+
+	class SetBiasMinusOne : public Instruction{
+		public:
+			SetBiasMinusOne(bool terminal = true) : _nodes(terminal ? 0 : 1) {
+
+			}
+
+			virtual void run(Cell &cell, CelularEncoding &, const std::vector<double> &) override {
+				cell.setBias(-1.0);
+				cell.setCodePointer(cell.getCodePointer()->c1);
+			}
+
+			virtual std::size_t numberOfNodes() const override {
+				return _nodes;
+			}
+
+			virtual std::string toString() const override {
+				return "SetBiasZero";
+			}
+		protected:
+			std::size_t _nodes;
+	};
+}
+}
+}
+}