public double SlezTestBig(int size)
{
var mat1 = new MCJCMatrix(size, size);
var mat2 = new MCJCMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble(), 0);
mat2.setAt(i, j, random.NextDouble(), 0);
}
}
var time = DateTime.Now;
var lib = new MLapackLib();
var result = new MCJCMatrix(size, size);
Console.WriteLine("multiplication started...");
lib.solveSLE(mat1, mat2, result);
Console.WriteLine("multiplication completed.");
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
return(ms);
}
public void EigenValsTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var w = new MCJCMatrix(2, 2);
var vl = new MCJCMatrix(2, 2);
var vr = new MCJCMatrix(2, 2);
var lib = new MLapackLib();
lib.eigenVals(matrix1.ManagedMatrix, w, vl, vr);
Console.WriteLine("w");
PrintComplexMatrix(w);
Console.WriteLine("vl");
PrintComplexMatrix(vl);
Console.WriteLine("vr");
PrintComplexMatrix(vr);
}
public void EigenValsTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var w = new MCJCMatrix(2, 2);
var vl = new MCJCMatrix(2, 2);
var vr = new MCJCMatrix(2, 2);
var lib = new MLapackLib();
lib.eigenVals(matrix1.ManagedMatrix, w, vl, vr);
Console.WriteLine("w");
PrintComplexMatrix(w);
Console.WriteLine("vl");
PrintComplexMatrix(vl);
Console.WriteLine("vr");
PrintComplexMatrix(vr);
}
public void TestMult()
{
var lib = new MLapackLib();
var mat1 = new MCJRMatrix(2, 3);
mat1.setAt(0, 0, 1);
mat1.setAt(0, 1, 2);
mat1.setAt(0, 2, 3);
mat1.setAt(1, 0, 4);
mat1.setAt(1, 1, 5);
mat1.setAt(1, 2, 6);
var mat2 = new MCJRMatrix(3, 2);
mat2.setAt(0, 0, 1);
mat2.setAt(0, 1, 2);
mat2.setAt(1, 0, 3);
mat2.setAt(1, 1, 4);
mat2.setAt(2, 0, 5);
mat2.setAt(2, 1, 6);
var mat3 = new MCJRMatrix();
lib.multiply(mat1, mat2, mat3);
PrintMatrix(mat3);
}
private static void CalcNorm(MCJRMatrix matrix, MatrixNormType normType)
{
var lib = new MLapackLib();
double norm = lib.norm(Convert.ToSByte(normType), matrix);
Console.WriteLine("norm = " + norm);
}
public double SvdzTestBig(int size)
{
var mat1 = new MCJCMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble(), 0);
}
}
var lib = new MLapackLib();
Console.WriteLine("multiplication started...");
var s = new MCJRMatrix();
var u = new MCJCMatrix();
var vt = new MCJCMatrix();
var time = DateTime.Now;
lib.SVDDecomposition(mat1, s, u, vt);
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
return(ms);
}
/// <summary>
///
/// </summary>
public void TestMultBig()
{
for (int size = 100; size <= 4500; size += 100)
{
try
{
Console.WriteLine(size);
var mat1 = new MCJRMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble());
}
}
var mat2 = new MCJRMatrix(size, size);
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat2.setAt(i, j, random.NextDouble());
}
}
var mat3 = new MCJRMatrix();
var time = DateTime.Now;
var lib = new MLapackLib();
Console.WriteLine("multiplication started...");
lib.multiply(mat1, mat2, mat3);
Console.WriteLine("multiplication completed.");
Console.WriteLine("size = " + size + "time = " + (DateTime.Now - time).TotalMilliseconds);
}
catch (Exception)
{
Console.WriteLine("exception");
}
}
}
public void TestInv()
{
var mat1 = new MCJRMatrix(2, 2);
mat1.setAt(0, 0, 1);
mat1.setAt(0, 1, 2);
mat1.setAt(1, 0, 3);
mat1.setAt(1, 1, 4);
var lib = new MLapackLib();
var result = new MCJRMatrix();
lib.inv(mat1, result);
PrintMatrix(result);
}
public double TestMultdBig(int size)
{
var mat1 = new MCJRMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble());
}
}
var mat2 = new MCJRMatrix(size, size);
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat2.setAt(i, j, random.NextDouble());
}
}
var mat3 = new MCJRMatrix();
var time = DateTime.Now;
Console.WriteLine("multiplication started...");
var lib = new MLapackLib();
lib.multiply(mat1, mat2, mat3);
double elapsedTime = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("multiplication completed.");
Console.WriteLine("size = " + size + "time = " + (DateTime.Now - time).TotalMilliseconds);
return(elapsedTime);
}
public void ConditionNumerTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var lib = new MLapackLib();
var conditionNumber = lib.matrixRConditionNumber(Convert.ToSByte(MatrixNormType.OneNorm), matrix1.ManagedMatrix);
Console.WriteLine("condNum = " + conditionNumber);
/*var norm = (double)matrix1;
var normInv = (double)(!matrix1);
Console.WriteLine(norm + " " + normInv);
Console.WriteLine(1/(norm * normInv));*/
}
public void SlezTest()
{
const int size = 2;
var mat1 = new MCJCMatrix(2, 2);
var mat2 = new MCJCMatrix(2, 2);
mat1.setAt(0, 0, 1, 1);
mat1.setAt(0, 1, 2, 2);
mat1.setAt(1, 0, 3, 3);
mat1.setAt(1, 1, 4, 4);
mat2.setAt(0, 0, 1, 0);
mat2.setAt(0, 1, 2, 0);
mat2.setAt(1, 0, 3, 0);
mat2.setAt(1, 1, 4, 0);
Console.WriteLine(new NComplexMatrix(mat1));
/* mat1.setAt(0, 0, 1);
* mat1.setAt(0, 1, 2);
* mat1.setAt(1, 0, 3);
* mat1.setAt(1, 1, 4);
*
* mat2.setAt(0, 0, 1);
* mat2.setAt(0, 1, 2);
* mat2.setAt(1, 0, 3);
* mat2.setAt(1, 1, 4);*/
var time = DateTime.Now;
var lib = new MLapackLib();
var result = new MCJCMatrix(size, size);
lib.solveSLE(mat1, mat2, result);
Console.WriteLine(new NComplexMatrix(result));
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
}
public void ConditionNumerTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var lib = new MLapackLib();
var conditionNumber = lib.matrixRConditionNumber(Convert.ToSByte(MatrixNormType.OneNorm), matrix1.ManagedMatrix);
Console.WriteLine("condNum = " + conditionNumber);
/*var norm = (double)matrix1;
* var normInv = (double)(!matrix1);
*
* Console.WriteLine(norm + " " + normInv);
* Console.WriteLine(1/(norm * normInv));*/
}
public void SvdDecompositionTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var s = new NRealMatrix();
var u = new NRealMatrix();
var vt = new NRealMatrix();
var lib = new MLapackLib();
lib.SVDDecomposition(matrix1.ManagedMatrix, s.ManagedMatrix, u.ManagedMatrix, vt.ManagedMatrix);
Console.WriteLine(matrix1);
Console.WriteLine(s);
Console.WriteLine(u);
Console.WriteLine(vt);
}
public void TestMultZ()
{
var lib = new MLapackLib();
var mat1 = new MCJCMatrix(2, 2);
mat1.setAt(0, 0, 1, 0);
mat1.setAt(0, 1, 2, 0);
mat1.setAt(1, 0, 3, 0);
mat1.setAt(1, 1, 4, 0);
var mat2 = new MCJCMatrix(2, 2);
mat2.setAt(0, 0, 1, 0);
mat2.setAt(0, 1, 2, 0);
mat2.setAt(1, 0, 3, 0);
mat2.setAt(1, 1, 4, 0);
var mat3 = new MCJCMatrix();
lib.multiply(mat1, mat2, mat3);
Console.WriteLine(new NComplexMatrix(mat3));
}
public void TestMultZ()
{
var lib = new MLapackLib();
var mat1 = new MCJCMatrix(2, 2);
mat1.setAt(0, 0, 1, 0);
mat1.setAt(0, 1, 2 ,0);
mat1.setAt(1, 0, 3, 0);
mat1.setAt(1, 1, 4, 0);
var mat2 = new MCJCMatrix(2, 2);
mat2.setAt(0, 0, 1, 0);
mat2.setAt(0, 1, 2, 0);
mat2.setAt(1, 0, 3, 0);
mat2.setAt(1, 1, 4, 0);
var mat3 = new MCJCMatrix();
lib.multiply(mat1, mat2, mat3);
Console.WriteLine(new NComplexMatrix(mat3));
}
/// <summary>
///
/// </summary>
public void TestMultBig()
{
for (int size = 100; size <= 4500; size += 100)
{
try
{
Console.WriteLine(size);
var mat1 = new MCJRMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble());
}
}
var mat2 = new MCJRMatrix(size, size);
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat2.setAt(i, j, random.NextDouble());
}
}
var mat3 = new MCJRMatrix();
var time = DateTime.Now;
var lib = new MLapackLib();
Console.WriteLine("multiplication started...");
lib.multiply(mat1, mat2, mat3);
Console.WriteLine("multiplication completed.");
Console.WriteLine("size = " + size + "time = " + (DateTime.Now - time).TotalMilliseconds);
}
catch (Exception)
{
Console.WriteLine("exception");
}
}
}
public void TestMult()
{
var lib = new MLapackLib();
var mat1 = new MCJRMatrix(2, 3);
mat1.setAt(0, 0, 1);
mat1.setAt(0, 1, 2);
mat1.setAt(0, 2, 3);
mat1.setAt(1, 0, 4);
mat1.setAt(1, 1, 5);
mat1.setAt(1, 2, 6);
var mat2 = new MCJRMatrix(3, 2);
mat2.setAt(0, 0, 1);
mat2.setAt(0, 1, 2);
mat2.setAt(1, 0, 3);
mat2.setAt(1, 1, 4);
mat2.setAt(2, 0, 5);
mat2.setAt(2, 1, 6);
var mat3 = new MCJRMatrix();
lib.multiply(mat1, mat2, mat3);
PrintMatrix(mat3);
}
public void TestInv()
{
var mat1 = new MCJRMatrix(2, 2);
mat1.setAt(0, 0, 1);
mat1.setAt(0, 1, 2);
mat1.setAt(1, 0, 3);
mat1.setAt(1, 1, 4);
var lib = new MLapackLib();
var result = new MCJRMatrix();
lib.inv(mat1, result);
PrintMatrix(result);
}
public double SvdzTestBig(int size)
{
var mat1 = new MCJCMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble(), 0);
}
}
var lib = new MLapackLib();
Console.WriteLine("multiplication started...");
var s = new MCJRMatrix();
var u = new MCJCMatrix();
var vt = new MCJCMatrix();
var time = DateTime.Now;
lib.SVDDecomposition(mat1, s, u, vt);
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
return ms;
}
public void SvdDecompositionTest()
{
var matrix1 = new NRealMatrix(2, 2);
matrix1[0, 0] = 1;
matrix1[0, 1] = 2;
matrix1[1, 0] = 3;
matrix1[1, 1] = 4;
var s = new NRealMatrix();
var u = new NRealMatrix();
var vt = new NRealMatrix();
var lib = new MLapackLib();
lib.SVDDecomposition(matrix1.ManagedMatrix, s.ManagedMatrix, u.ManagedMatrix, vt.ManagedMatrix);
Console.WriteLine(matrix1);
Console.WriteLine(s);
Console.WriteLine(u);
Console.WriteLine(vt);
}
public double SlezTestBig(int size)
{
var mat1 = new MCJCMatrix(size, size);
var mat2 = new MCJCMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble(), 0);
mat2.setAt(i, j, random.NextDouble(), 0);
}
}
var time = DateTime.Now;
var lib = new MLapackLib();
var result = new MCJCMatrix(size, size);
Console.WriteLine("multiplication started...");
lib.solveSLE(mat1, mat2, result);
Console.WriteLine("multiplication completed.");
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
return ms;
}
public double TestMultZBig(int size)
{
var mat1 = new MCJCMatrix(size, size);
var mat2 = new MCJCMatrix(size, size);
var random = new Random();
for (int i = 0; i < size; i++)
{
for (int j = 0; j < size; j++)
{
mat1.setAt(i, j, random.NextDouble(), random.NextDouble());
mat2.setAt(i, j, random.NextDouble(), random.NextDouble());
}
}
var mat3 = new MCJCMatrix();
var time = DateTime.Now;
Console.WriteLine("multiplication started...");
var lib = new MLapackLib();
lib.multiply(mat1, mat2, mat3);
double elapsedTime = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("multiplication completed.");
Console.WriteLine("size = " + size + "time = " + (DateTime.Now - time).TotalMilliseconds);
return elapsedTime;
}
private static void CalcNorm(MCJRMatrix matrix, MatrixNormType normType)
{
var lib = new MLapackLib();
double norm = lib.norm(Convert.ToSByte(normType), matrix);
Console.WriteLine("norm = " + norm);
}
public void SlezTest()
{
const int size = 2;
var mat1 = new MCJCMatrix(2, 2);
var mat2 = new MCJCMatrix(2, 2);
mat1.setAt(0, 0, 1, 1);
mat1.setAt(0, 1, 2, 2);
mat1.setAt(1, 0, 3, 3);
mat1.setAt(1, 1, 4, 4);
mat2.setAt(0, 0, 1, 0);
mat2.setAt(0, 1, 2, 0);
mat2.setAt(1, 0, 3, 0);
mat2.setAt(1, 1, 4, 0);
Console.WriteLine(new NComplexMatrix(mat1));
/* mat1.setAt(0, 0, 1);
mat1.setAt(0, 1, 2);
mat1.setAt(1, 0, 3);
mat1.setAt(1, 1, 4);
mat2.setAt(0, 0, 1);
mat2.setAt(0, 1, 2);
mat2.setAt(1, 0, 3);
mat2.setAt(1, 1, 4);*/
var time = DateTime.Now;
var lib = new MLapackLib();
var result = new MCJCMatrix(size, size);
lib.solveSLE(mat1, mat2, result);
Console.WriteLine(new NComplexMatrix(result));
double ms = (DateTime.Now - time).TotalMilliseconds;
Console.WriteLine("time = " + ms);
}