fixed test and folder structures

.gitignore

@@ -1,3 +1,6 @@
+# executables
+run
+
 # Prerequisites
 *.d
 

AutomaticDifferentiation.hpp

@@ -186,6 +186,10 @@ template<typename Scalar> Scalar heaviside(const Scalar & x) {
 	return Scalar(x >= Scalar(0.));
 }
 
+template<typename Scalar> Scalar abs(const Scalar & x) {
+	return (x >= Scalar(0.)) ? x : -x;
+}
+
 // Basic mathematical functions for Dual numbers
 // f(a + b*d) = f(a) + b*f'(a)*d
 
@@ -328,7 +332,7 @@ template<typename Scalar> Dual<Scalar> sign(const Dual<Scalar> & x) {
 }
 
 template<typename Scalar> Dual<Scalar> abs(const Dual<Scalar> & x) {
-	return Dual<Scalar>(fabs(x.a), x.b*sign(x.a));
+	return Dual<Scalar>(abs(x.a), x.b*sign(x.a));
 }
 
 template<typename Scalar> Dual<Scalar> fabs(const Dual<Scalar> & x) {

AutomaticDifferentiationVector.hpp

@@ -39,7 +39,7 @@ class DualVector
 		DualVector(const Scalar & _a, const Scalar & _b)
 			: a(_a)
 		{
-			b.fill(_b);
+			b = VectorT(_b, N);
 		}
 		
 		/// Use this function to set what variable is to be derived : x + DualVector::d(i)
@@ -193,6 +193,10 @@ template<typename Scalar> Scalar heaviside(const Scalar & x) {
 	return Scalar(x >= Scalar(0.));
 }
 
+template<typename Scalar> Scalar abs(const Scalar & x) {
+	return (x >= Scalar(0.)) ? x : -x;
+}
+
 // Basic mathematical functions for DualVector numbers
 // f(a + b*d) = f(a) + b*f'(a)*d
 
@@ -335,6 +339,9 @@ template<typename Scalar, int N> DualVector<Scalar, N> sign(const DualVector<Sca
 }
 
 template<typename Scalar, int N> DualVector<Scalar, N> abs(const DualVector<Scalar, N> & x) {
+	return DualVector<Scalar, N>(abs(x.a), x.b*sign(x.a));
+}
+template<typename Scalar, int N> DualVector<Scalar, N> fabs(const DualVector<Scalar, N> & x) {
 	return DualVector<Scalar, N>(fabs(x.a), x.b*sign(x.a));
 }
 

Makefile

@@ -1,31 +1,32 @@
-CXX = g++
+CXX = clang++
 INCLUDE = -I../Catch2-master/single_include
 CFLAGS = -Wall -std=c++11 -O0 -fprofile-arcs -ftest-coverage $(INCLUDE)
 LDFLAGS = -lgcov
 LDFLAGS_ALL = $(LDFLAGS)
 OUTPUT_NAME = test_AutomaticDifferentiation
+OBJ = obj/
 
 # scalar version
-test_AutomaticDifferentiation:test_AutomaticDifferentiation.o test_AutomaticDifferentiation_main.o
+test_AutomaticDifferentiation: $(OBJ)/test_AutomaticDifferentiation.o $(OBJ)/test_AutomaticDifferentiation_main.o
 	$(CXX) -o $(OUTPUT_NAME) test_AutomaticDifferentiation.o test_AutomaticDifferentiation_main.o $(LDFLAGS_ALL)
 
-test_AutomaticDifferentiation_manual:test_AutomaticDifferentiation_manual.o
+test_AutomaticDifferentiation_manual: $(OBJ)/test_AutomaticDifferentiation_manual.o
 	$(CXX) -o $(OUTPUT_NAME) test_AutomaticDifferentiation_manual.o $(LDFLAGS_ALL)
 
-test_AutomaticDifferentiation_main.o: test_AutomaticDifferentiation_main.cpp
+$(OBJ)/test_AutomaticDifferentiation_main.o: test_AutomaticDifferentiation_main.cpp
 	$(CXX) $(CFLAGS) $(LDFLAGS) -c test_AutomaticDifferentiation_main.cpp
 
-test_AutomaticDifferentiation.o: test_AutomaticDifferentiation.cpp
+$(OBJ)/test_AutomaticDifferentiation.o: test_AutomaticDifferentiation.cpp
 	$(CXX) $(CFLAGS) $(LDFLAGS) -c test_AutomaticDifferentiation.cpp
 
-test_AutomaticDifferentiation_manual.o: test_AutomaticDifferentiation_manual.cpp
+$(OBJ)/test_AutomaticDifferentiation_manual.o: test_AutomaticDifferentiation_manual.cpp
 	$(CXX) $(CFLAGS) $(LDFLAGS) -c test_AutomaticDifferentiation_manual.cpp
 
 # Vector version
-test_AutomaticDifferentiation_vector:test_AutomaticDifferentiation_vector.o
-	$(CXX) -o test_AutomaticDifferentiation_vector.exe test_AutomaticDifferentiation_vector.o $(LDFLAGS_ALL)
+test_AutomaticDifferentiation_vector: $(OBJ)/test_AutomaticDifferentiation_vector.o
+	$(CXX) -o test_AutomaticDifferentiation_vector test_AutomaticDifferentiation_vector.o $(LDFLAGS_ALL)
 
-test_AutomaticDifferentiation_vector.o: test_AutomaticDifferentiation_vector.cpp
+$(OBJ)/test_AutomaticDifferentiation_vector.o: test_AutomaticDifferentiation_vector.cpp
 	$(CXX) $(CFLAGS) $(LDFLAGS) -c test_AutomaticDifferentiation_vector.cpp
 
 clean:

test_AutomaticDifferentiation_vector.cpp

@@ -6,16 +6,17 @@
 using std::cout;
 using std::cout;
 using std::setw;
+using std::abs;
 #define PRINT_VAR(x) std::cout << #x << "\t= " << std::setprecision(16) << (x) << std::endl
-#define PRINT_DUALVECTOR(x) std::cout << #x << "\t= " << std::fixed << std::setprecision(4) << std::setw(10) << (x).a << ", " << std::setw(10) << (x).b.transpose() << std::endl
+#define PRINT_DUALVECTOR(x) std::cout << #x << "\t= " << std::fixed << std::setprecision(4) << std::setw(10) << (x).a << ", " << std::setw(10) << (x).b << std::endl
 
 #define TEST_EQ_TOL 1e-9
 // #define TEST_FUNCTION_ON_DualVector_DOUBLE(fct, x) assert(fct(DualVector<double,1>(x)).a == fct(x))
 // #define TEST_FUNCTION_ON_DualVector_DOUBLE(fct, x) assert(abs((fct(DualVector<double,1>((x))).a) - (fct((x)))) <= TEST_EQ_TOL)
-#define TEST_EQ_DOUBLE(a, b) assert(abs((a) - (b)) <= TEST_EQ_TOL)
+#define TEST_EQ_DOUBLE(a, b) assert(std::abs((a) - (b)) <= TEST_EQ_TOL)
 
 #define TEST_FUNCTION_ON_DualVector_DOUBLE(fct, x) \
-	if(abs((fct(DualVector<double,1>((x))).a) - fct((x))) > TEST_EQ_TOL) { \
+	if(fabs((fct(DualVector<double,1>((x))).a) - fct((x))) > TEST_EQ_TOL) { \
 		std::cerr << "Assertion failed at " << __FILE__ << ":" << __LINE__ << " : " << #fct << "<DualVector<double,1>>(" << (x) << ") != " << #fct << "(" << (x) << ")" << "\n";\
 		std::cerr << "Got " << (fct(DualVector<double,1>(x)).a) << " ; expected " << (fct((x))) << "\n";\
 		exit(1);\
@@ -106,15 +107,19 @@ void test_basic()
 	using D = DualVector<double, 3>;
 	cout.precision(16);
 	
+	DualVector<double, 3>::VectorT zeroVec(0., 3);
+
 	double x = 2;
 	double y = 5;
 	
 	D X(x), Y(y);
 
 	assert(X.a == x);
-	assert(X.b == D::VectorT::Zero());
+	for(size_t i = 0 ; i < 3 ; i++)
+		assert(X.b[i] == 0.);
 	assert(Y.a == y);
-	assert(Y.b == D::VectorT::Zero());
+	for(size_t i = 0 ; i < 3 ; i++)
+		assert(Y.b[i] == 0.);
 	assert((X+Y).a == (x+y));
 	assert((X-Y).a == (x-y));
 	assert((X*Y).a == (x*y));
@@ -278,19 +283,26 @@ void test_scalar_functions()
 	TEST_EQ_DOUBLE(acsch(1.62), 0.5835891509960214);
 }
 
-#define TEST_DERIVATIVE_NUM(fct, x, DX_NUM_DIFF, tol); \
+#define TEST_DERIVATIVE_NUM(fct, x, DX_NUM_DIFF, tol) \
 {\
 	double dfdx = fct((DualVector<double,1>((x))+DualVector<double,1>::d())).b[0];\
-	double dfdx_num = ((fct((x)+DX_NUM_DIFF)) - (fct((x)-DX_NUM_DIFF)))/(2*DX_NUM_DIFF);\
-	bool ok = (abs(dfdx - dfdx_num) <= tol) ? true : false;\
+	double dfdx_num =     double(-1.)/double(60.) * fct(x-3*dx)\
+						+ double( 3.)/double(20.) * fct(x-2*dx)\
+						+ double(-3.)/double(4. ) * fct(x-1*dx)\
+						+ double( 3.)/double(4. ) * fct(x+1*dx)\
+						+ double(-3.)/double(20.) * fct(x+2*dx)\
+						+ double( 1.)/double(60.) * fct(x+3*dx);\
+	dfdx_num /= dx;\
+	bool ok = (std::abs(dfdx - dfdx_num) <= tol) ? true : false;\
 	cout << setw(10) << #fct << "(" << (x) << ") : " << setw(25) << dfdx << " " << setw(25) << dfdx_num << " " << setw(25) << (dfdx-dfdx_num) << "\t" << ok << "\n";\
+	assert(ok);\
 }
 
 void test_derivative_all()
 {
 	cout << "\ntest_derivative_all()\n";
 	// test all derivatives numerically and check that they add up
-	double x = 0.5, x2 = 1.5, x3 = -x, dx = 1e-6, tol = 1e-9;
+	double x = 0.5, x2 = 1.5, x3 = -x, dx = 1e-3, tol = 1e-9;
 	TEST_DERIVATIVE_NUM(cos, x, dx, tol);
 	TEST_DERIVATIVE_NUM(sin, x, dx, tol);
 	TEST_DERIVATIVE_NUM(tan, x, dx, tol);
@@ -426,7 +438,7 @@ void test_derivative_simple_3()
 	D L = f3(x, y, z);
 	
 	PRINT_DUALVECTOR(L);
-	PRINT_VAR(f3(x+D::d(0), y+D::d(1), z+D::d(2)).b.transpose());
+	PRINT_VAR(f3(x+D::d(0), y+D::d(1), z+D::d(2)).b);
 	
 	PRINT_VAR(df3x(x.a, y.a, z.a));
 	PRINT_VAR(df3y(x.a, y.a, z.a));

test_vector_version_additions_manual.cpp

@@ -59,7 +59,7 @@ int main()
 		x.diff(0);
 		PRINT_DUAL(x);
 
-		auto y = f1(x);
+		DualVector<double, 1> y = f1(x);
 
 		PRINT_VAR(x);
 		PRINT_DUAL(y);
@@ -75,7 +75,7 @@ int main()
 		x.diff(0);
 		y.diff(1);
 		z.diff(2);
-		auto res = f3(x, y, z);
+		DualVector<double,3> res = f3(x, y, z);
 
 		PRINT_DUAL(res);
 		PRINT_VAR(res.b[0]);