removed basis reduction

Former-commit-id: dceec721

neuralEntropy @ c17aef38

-Subproject commit c17aef38149a57d92781c91643375fd891d2a4cb

code/src/toolboxes/datagenerator1D.cpp

@@ -16,7 +16,7 @@
 DataGenerator1D::DataGenerator1D( Config* settings ) : DataGeneratorBase( settings ) {
     ComputeMoments();
 
-    AdaptBasisSize();
+    // AdaptBasisSize();
 
     // Initialize Training Data
     ComputeSetSize();
@@ -142,8 +142,8 @@ void DataGenerator1D::SampleSolutionU() {
             double dN  = 2.0 / (double)_gridSize;
             double N1  = -1.0 + _settings->GetRealizableSetEpsilonU0();
             while( N1 < 1.0 - _settings->GetRealizableSetEpsilonU0() ) {
-
-                _uSol[c][0] = N1;    // u1 (normalized i.e. N1) by Monreals notation
+                _uSol[c][0] = 1;     // u0 (normalized i.e. N0) by Monreals notation
+                _uSol[c][1] = N1;    // u1 (normalized i.e. N1) by Monreals notation
                 N1 += dN;
                 c++;
             }
@@ -157,8 +157,9 @@ void DataGenerator1D::SampleSolutionU() {
             while( N1 < 1.0 - _settings->GetRealizableSetEpsilonU0() ) {
                 N2 = N1 * N1 + _settings->GetRealizableSetEpsilonU0();
                 while( N2 < 1.0 - _settings->GetRealizableSetEpsilonU0() ) {
-                    _uSol[c][0] = N1;    // u1 (normalized i.e. N1) by Monreals notation
-                    _uSol[c][1] = N2;    // u2 (normalized i.e. N2) by Monreals notation
+                    _uSol[c][0] = 1;     // u0 (normalized i.e. N0) by Monreals notation
+                    _uSol[c][1] = N1;    // u1 (normalized i.e. N1) by Monreals notation
+                    _uSol[c][2] = N2;    // u2 (normalized i.e. N2) by Monreals notation
                     N2 += dN;
                     c++;
                 }
@@ -175,9 +176,10 @@ void DataGenerator1D::SampleSolutionU() {
             while( N2 < 1.0 - _settings->GetRealizableSetEpsilonU0() ) {
                 N3 = -N2 + ( N1 + N2 ) * ( N1 + N2 ) / ( 1 + N1 ) + _settings->GetRealizableSetEpsilonU1();
                 while( N3 < N2 - ( N1 - N2 ) * ( N1 - N2 ) / ( 1 - N1 ) - _settings->GetRealizableSetEpsilonU1() ) {
-                    _uSol[c][0] = N1;    // u1  by Monreals notation
-                    _uSol[c][1] = N2;    // u2  by Monreals notation
-                    _uSol[c][2] = N3;    // u3  by Monreals notation
+                    _uSol[c][0] = 1;     // u0  by Monreals notation
+                    _uSol[c][1] = N1;    // u1  by Monreals notation
+                    _uSol[c][2] = N2;    // u2  by Monreals notation
+                    _uSol[c][3] = N3;    // u3  by Monreals notation
                     c++;
                     N3 += dN;
                 }