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Computational Mathematics | Meirbekova Bibinur

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The composite Simpson's 3/8 rule for ∫ₐᵇ f(x) dx with n subintervals (where n is a multiple of 3) can be written as:

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The following Python function implements LU Factorization without pivoting, but it contains critical error. Which issue most severely impacts correctness?

import numpy as np

def buggy_lu(A):

    n = len(A)

    L = np.eye(n)       # Line 1

    U = np.copy(A)      # Line 2

    for i in range(n):

        for j in range(i+1, n):

            L[j, i] = U[j, i] / U[i, i]              # Line 3

            U[j, i+1:] -= L[j, i] * U[i, i+1:]       # Line 4

            U[j, i] = 0                              # Line 5

    return L, U

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Which of the following is a necessary condition for the convergence of the iteration method (fixed-point method) for finding roots?

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Which condition guarantees convergence for both Jacobi and Gauss-Seidel methods for solving Ax=b?

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To find the inverse of a matrix A using LU factorization, you need to solve which of the following systems?

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Identify the error in this partial pivoting implementation:

def partial_pivot(A, b, col):
    n = len(A)
    max_row = col
    for i in range(col, n):  # Line A
        if abs(A[i][col]) > abs(A[max_row][col]):
            max_row = i
    
    if max_row != col:
        A[col], A[max_row] = A[max_row], A[col]  # Line B
        b[col], b[max_row] = b[max_row], b[col]
    
    return abs(A[col][col]) > 1e-15  # Line C

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What is the step size h in Boole's rule for the interval [a,b]?

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How many function evaluations are required for a single application of Boole’s rule?

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Which of the following code snippets correctly implements Newton's backward interpolation?

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For which of the following functions would the trapezoidal rule give the exact value of the integral?

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