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Calculus

GATE CSE 2014 Set 3 · Q46

MCQ2 marksMedium

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With respect to the numerical evaluation of the definite integral, K=∫abx2 dxK = \int_a^b x^2 \, dx, where aa and bb are given, which of the following statements is/are TRUE? I) The value of KK obtained using the trapezoidal rule is always greater than or equal to the exact value of the definite integral. II) The value of KK obtained using the Simpson's rule is always equal to the exact value of the definite integral.

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Solution

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Official answer: C) Both I and II

Calculus

Let $f(x) = x^2$.

  1. Statement I (Trapezoidal Rule): The error in the trapezoidal rule for approximating ∫abf(x) dx\int_a^b f(x)\,dx is given by:

    ET=−(b−a)312n2f′′(ξ),where ξ∈[a,b]E_T = -\frac{(b-a)^3}{12n^2} f^{\prime\prime}(\xi), \quad \text{where } \xi \in [a, b]

    Since f(x)=x2f(x) = x^2, we have f′′(x)=2>0f^{\prime\prime}(x) = 2 > 0, which means f(x)f(x) is convex (concave up). Because f′′(x)>0f^{\prime\prime}(x) > 0, the straight-line segments connecting points on the curve lie entirely above or on the curve, so the trapezoidal approximation always overestimates (or equals if a=ba = b) the exact integral. Thus, Statement I is TRUE.

  2. Statement II (Simpson's Rule): The error in Simpson's 1/31/3 rule is given by:

    ES=−(b−a)5180n4f(4)(ξ)E_S = -\frac{(b-a)^5}{180n^4} f^{(4)}(\xi)

    Simpson's rule is exact for all polynomials of degree ≤3\le 3. Since f(x)=x2f(x) = x^2 is a polynomial of degree 2, its fourth derivative is f(4)(x)=0f^{(4)}(x) = 0, meaning the truncation error is identically zero. Thus, the value obtained is always equal to the exact integral. Statement II is TRUE.

Therefore, Both I and II are true, corresponding to option (C).

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This Calculus previous year question is Q46 of the GATE CSE 2014 Set 3 paper. Find more GATE CSE PYQs on Calculus in Engineering Mathematics, or browse all GATE CSE PYQs.

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Calculus in GATE CSE

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GateAI solution cardGATE CSE 2014 Set 3 · Q46 · MCQ

With respect to the numerical evaluation of the definite integral, K = ab x2 dx, where a and b are given, which of the following statements is/are TRUE? I) The value of K obtained using the trapezoidal rule is always greater than or equal to the exact value of the definite integral. II) The value of K obtained using the Simpson's rule is always equal to the exact value of the definite integral.

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Independent practice explanation verified by the GateAI team. GATE is conducted by the IITs; question text follows the official paper.