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Decomposicao de matriz em LU com pivoteamento
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def matrixPrinter(A): | |
print('\n'.join([''.join(['{:4}'.format(item) for item in row]) | |
for row in A])) | |
def LUPivo(matrix): | |
n = len(matrix) | |
M = [[0 for x in range(n)] | |
for y in range(n)]; | |
L = [[0 for x in range(n)] | |
for y in range(n)]; | |
U = [[0 for x in range(n)] | |
for y in range(n)]; | |
matrixPivo = [[0 for x in range(n)] | |
for y in range(n)]; | |
# pivoteamento | |
for i in range(n - 1): | |
pivo = matrix[i][i] | |
pivoLine = i | |
for j in range(n): | |
if (matrix[i][j] > pivo): | |
pivo = matrix[j][i] | |
pivoLine = j | |
matrix[i], matrix[pivoLine] = matrix[pivoLine], matrix[i] | |
for j in range(i, n-1): | |
M[j+1][i] = matrix[j+1][i]/pivo | |
for k in range(n): | |
U[j+1][k] = matrix[j+1][k] - (M[j+1][i]*matrix[i][k]) | |
matrix[j+1][k] = U[j+1][k] | |
L = M | |
for i in range(n): | |
for j in range(n): | |
if i == j: | |
L[i][j] = 1 | |
if j > i: | |
L[i][j] = 0 | |
U[0] = matrixPivo[0] | |
return L, U | |
matriz = [[1, 2, 3], | |
[2, 3, 1], | |
[4, 0, 2]] | |
A = LUPivo(matriz) | |
n = len(matriz) | |
print("Lower \t\tUpper"); | |
for i in range(n): | |
# Lower | |
for j in range(n): | |
print(round(A[0][i][j], 2), end = "\t") | |
print("", end = "\t") | |
# Upper | |
for j in range(n): | |
print(round(A[1][i][j], 2), end = "\t") | |
print("") |
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