Question
PYTHON CODE MODIFICATION The below code is used for solving a system of linear equations using Gaussian Elimination: ________________________________________ import numpy as np # Define
PYTHON CODE MODIFICATION
The below code is used for solving a system of linear equations using Gaussian Elimination:
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import numpy as np
# Define the matrix A and vector b A = np.array([[1, 0, 2], [2, -1, 3], [4, 1, 8]], dtype=float) b = np.array([1, -1, 2], dtype=float)
# Combine matrix A and vector b into a single augmented matrix C C = np.column_stack((A, b))
# Initialize the success parameter E to 1 E = 1
# Get the size of the matrix n = C.shape[0]
# Iterate over each column j for j in range(n):
# Find the index of the row with the maximum absolute value in column j p = np.argmax(np.abs(C[j:, j])) + j
# If the maximum value is 0, set E to 0 and exit if C[p, j] == 0: E = 0 break
# If the pivot is not in the j-th row, swap the rows if p != j: C[[j, p], :] = C[[p, j], :]
# Eliminate the entries below the pivot in column j for i in range(j+1, n): C[i, :] -= (C[i, j]/C[j, j]) * C[j, :]
# Check if a unique solution was found if E == 1: # Initialize the solution vector x with zeros x = np.zeros(n)
# Back-substitution to solve for x for j in range(n-1, -1, -1): x[j] = (C[j, -1] - np.dot(C[j, j+1:n], x[j+1:n])) / C[j, j]
# Print the solution print("The solution is: ", x) else: print("The algorithm failed to find a unique solution.")
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MODIFICATION:
Create a new Python file and modify the code to compute the matrix determinant.
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THANK YOU!!!!! If your solution helps I will upvote!!!!!!!
Please do not copy and paste from another solution. :)
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