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Mcq on numerical analysis

1. The Newton-Raphson method is used to find: a) Roots of an equation b) Derivatives of a Function c) Integrals of a function d) Approximations of definite integrals

Answer: a) Roots of an equationExplanation: The Newton-Raphson method is an iterative numerical method used to find the roots (or solutions) of an equation by making successive approximations.

2. The Newton-Raphson method is based on: a) Linear interpolation b) Polynomial interpolation c) Differentiation d) IntegrationAnswer: c) Differentiation

Explanation: The Newton-Raphson method is based on the concept of differentiation. It utilizes the derivative of a function to iteratively improve the approximation of the root.

3. The Newton-Raphson method converges to the root: a) Linearly b) Quadratically c) Cubically d) ExponentiallyAnswer: b) Quadratically

Explanation: The Newton-Raphson method converges to the root quadratically. This means that with each iteration, the number of correct decimal places roughly doubles.

4. The initial guess in the Newton-Raphson method: a) Must be an exact root b) Can be any value c) Must be an integer d) Should be close to the actual root

Answer: d) Should be close to the actual rootExplanation: The initial guess in the Newton-Raphson method should be close to the actual root for convergence. A good initial guess improves the convergence speed of the method.

5. The Newton-Raphson method requires the calculation of: a) Only the function value b) Only the derivative value c) Both the function and derivative values d) Neither the function nor derivative values

Answer: c) Both the function and derivative values

Explanation: The Newton-Raphson method requires the calculation of both the function value and its derivative at each iteration. The derivative provides the slope information used to update the approximation

.6. The convergence of the Newton-Raphson method may fail if: a) The initial guess is too close to the actual root b) The equation has multiple roots c) The function is linear d) The derivative of the function is zero

Answer: d) The derivative of the function is zeroExplanation: The convergence of the Newton-Raphson method may fail if the derivative of the function becomes zero at any point during the iteration. This can lead to division by zero and a breakdown of the method.

7. The Newton-Raphson method can be used to find the root of: a) Linear equations only b) Quadratic equations only c) Nonlinear equations d) Polynomial equations only

Answer: c) Nonlinear equationsExplanation:

The Newton-Raphson method is applicable to finding roots of nonlinear equations. It is not limited to specific equation types, such as linear, quadratic, or polynomial.

8. In the Newton-Raphson method, the iterative formula for improving the approximation is given by: a) x = x – f(x) / f'(x) b) x = x + f(x) / f'(x) c) x = f(x) / f'(x) d) x = f'(x) / f(x)Answer: a) x = x – f(x) / f'(x)

Explanation: The iterative formula in the Newton-Raphson method is x = x – f(x) / f'(x), where x is the current approximation and f(x) and f'(x) represent

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Mcq on numerical analysis

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