GATE CSE Calculus PYQs
Calculus in GATE CS tests single-variable differential and integral calculus, foundational limit evaluations, continuity and differentiability of piecewise/abso… Read the guide
- Questions
- 40
- Asked
- since 2011
- Total marks
- 53
- Marks / paper
- 2
40 GATE CSE Calculus PYQs with solutions, from Engineering Mathematics. Browse all GATE CSE PYQs.
Questions
Every official paper that asked this topic, newest first.
- GATE CSE 2026 Set 1 · Q32Consider the function defined as follows: where . If is continuous at , then _______ . (answer…NAT1 markEasySolve
- GATE CSE 2026 Set 1 · Q46Let be defined as follows: Which of the following statements is/are true?MSQ2 marksMediumSolve
- GATE CSE 2026 Set 2 · Q27For a real number , let . Which of the following statements is/are true?MSQ1 markEasySolve
- GATE CSE 2026 Set 2 · Q64Consider a function defined as follows. For a real number , if the second digit after the decimal point in is one of the four digits 2, 3, 6 and 7. Otherwise, is equal to 0. The number of points in at which is discontinuous is…NAT2 marksMediumSolve
- GATE CSE 2025 Set 1 · Q31Consider the given function . If the function is differentiable everywhere, the value of must be ________. (rounded off to one decimal place)NAT1 markEasySolve
- GATE CSE 2025 Set 2 · Q12The value of such that , satisfying the equation isMCQ1 markEasySolve
- GATE CSE 2024 Set 1 · Q11Let be a function such that , , where is the set of all real numbers. The set of all points where is NOT differentiable isMCQ1 markMediumSolve
- GATE CSE 2024 Set 2 · Q16Let be a continuous function from to such that Which one of the following options is the CORRECT value of ?MCQ1 markEasySolve
- GATE CSE 2023 · Q28Let be a real-valued function. Which of the following statements is/are TRUE?MSQ1 markEasySolve
- GATE CSE 2023 · Q31The value of the definite integral is _________ . (Rounded off to the nearest integer)NAT1 markEasySolve
- GATE CSE 2022 · Q34The value of the following limit is ________. NAT1 markEasySolve
- GATE CSE 2021 Set 1 · Q20Consider the following expression. The value of the above expression (rounded to 2 decimal places) is ________.NAT1 markEasySolve
- GATE CSE 2021 Set 2 · Q25Suppose that is a continuous function on the interval and a differentiable function in the interval such that for every in the interval, . If , then is at most _______.NAT1 markEasySolve
- GATE CSE 2020 · Q1Consider the functions I. II. III. Which of the above functions is/are increasing everywhere in ?MCQ1 markEasySolve
- GATE CSE 2019 · Q13Compute MCQ1 markEasySolve
- GATE CSE 2018 · Q16The value of correct to three decimal places (assuming that ) is ______.NAT1 markEasySolve
- GATE CSE 2017 Set 1 · Q28The value of MCQ2 marksEasySolve
- GATE CSE 2017 Set 2 · Q10If , and , then the constants and are, respectivelyMCQ1 markEasySolve
- GATE CSE 2016 Set 1 · Q3NAT1 markEasySolve
- GATE CSE 2016 Set 2 · Q2Let be a polynomial and be its derivative. If the degree of is 10, then the degree of is ________.NAT1 markMediumSolve
- GATE CSE 2015 Set 1 · Q4 isMCQ1 markEasySolve
- GATE CSE 2015 Set 1 · Q5If and , then is:MCQ1 markEasySolve
- GATE CSE 2015 Set 1 · Q26 __________.NAT1 markEasySolve
- GATE CSE 2015 Set 1 · Q44 _________.NAT2 marksEasySolve
- GATE CSE 2015 Set 3 · Q9The value of isMCQ1 markEasySolve
- GATE CSE 2015 Set 3 · Q45If for non-zero , where then isMCQ2 marksMediumSolve
- GATE CSE 2015 Set 3 · Q50The velocity (in kilometer/minute) of a motorbike which starts from rest, is given at fixed intervals of time (in minutes) as follows: The approximate distance (in kilometers) rounded to two places of decimals covered in 20 minutes using Simpson's rule is _________.NAT2 marksMediumDiagramSolve
- GATE CSE 2014 Set 1 · Q6Let the function where and denote the derivative of with respect to …MCQ1 markMediumSolve
- GATE CSE 2014 Set 1 · Q46The function satisfies the following equation: . The value of is _____.NAT2 marksEasySolve
- GATE CSE 2014 Set 1 · Q47A function is continuous in the interval . It is known that and . Which one of the following statements must be true?MCQ2 marksMediumSolve
- GATE CSE 2014 Set 2 · Q5A non-zero polynomial of degree 3 has roots at and . Which one of the following must be TRUE?MCQ1 markEasySolve
- GATE CSE 2014 Set 2 · Q46In the Newton-Raphson method, an initial guess of is made and the sequence is obtained for the function Consider the statements (I) . (II) The method converges to a solution in a finite number of iterations. Which of the following is TRUE?MCQ2 marksMediumSolve
- GATE CSE 2014 Set 3 · Q6If , then the value of is equal to _____.NAT1 markEasySolve
- GATE CSE 2014 Set 3 · Q46With respect to the numerical evaluation of the definite integral, , where and are given, which of the following statements is/are TRUE? I) The value of obtained using the trapezoidal rule is always greater than or equal to the exact value of the definite integral. II) The…MCQ2 marksMediumSolve
- GATE CSE 2014 Set 3 · Q47The value of the integral given below is MCQ2 marksEasySolve
- GATE CSE 2013 · Q22Which one of the following functions is continuous at ?MCQ1 markEasySolve
- GATE CSE 2013 · Q23Function is known at the following points: The value of computed using the trapezoidal rule isMCQ1 markMediumDiagramSolve
- GATE CSE 2012 · Q9Consider the function in the interval . The number and location(s) of the local minima of this function areMCQ1 markMediumSolve
- GATE CSE 2012 · Q28The bisection method is applied to compute a zero of the function in the interval . The method converges to a solution after ______ iterations.MCQ2 marksEasySolve
- GATE CSE 2011 · Q31Given , what will be the evaluation of the definite integral ?MCQ2 marksEasySolve
What GATE tests in Calculus
Concepts, patterns, formulas and traps distilled from past papers.
Calculus in GATE CS tests single-variable differential and integral calculus, foundational limit evaluations, continuity and differentiability of piecewise/absolute-value functions, and mean value theorems (Rolle's and LMVT). Earlier years (2012-2015) also included numerical methods such as Newton-Raphson, Bisection, and Trapezoidal/Simpson's rules, whereas recent papers (2020-2026) focus heavily on analytical properties: odd/even symmetry in single and multiple integrals, boundary extrema, points of non-differentiability, and MSQ-based structural analyses of functions.
Core concepts
- Limits of indeterminate forms (0/0, infinity/infinity, infinity0)
- Left-hand and right-hand limits, continuity, and differentiability at piecewise boundaries
- Points of non-differentiability in functions with absolute values or max/min operators
- Critical points, first and second derivative tests for local extrema
- Endpoint (boundary) behavior and local extrema on closed intervals
- Rolle's Theorem and Lagrange's Mean Value Theorem
- Definite integration using substitution and integration by parts
- Even/odd function symmetry properties in single, double, and triple integrals
- Definite integrals with variable limits and integral equations
- Numerical integration (Trapezoidal rule, Simpson's 1/3rd rule) and error characteristics
- Newton-Raphson root finding, cycle detection, and convergence conditions
- Even and odd polynomial decomposition
- Properties of derivatives under function reflection (f(-x))
- Degree reduction under polynomial differentiation
- Definite integration of single-variable functions
- Euler's formula and complex exponential representation
- Fundamental Theorem of Calculus (substitution of limits)
- Algebra of the imaginary unit i
- Higher-order derivatives using the product rule
- Linear combinations of derivatives and functions (differential relations)
- Intermediate Value Theorem for continuous functions
- Auxiliary function construction on transformed subintervals
- Properties of definite integrals
- King's property (reflection property ab f(x)dx = ab f(a+b-x)dx)
- Linearity of definite integrals
- Continuous functions and functional equations
Recurring question patterns
Indeterminate Limits and L'Hôpital's Rule
Commonmixed1 marks2022, 2021, 2019, 2017Evaluating algebraic, trigonometric, or exponential limits evaluating to 0/0 or infinity/infinity using L'Hôpital's rule, variable substitution, or standard expansions.
Definite Integrals and Symmetry/Substitution
Commonmixed1 marks2026, 2025, 2023, 2018Evaluating definite single, double, or triple integrals using integration by parts, substitution (, ), or leveraging odd/even symmetry over symmetric intervals .
Continuity, Differentiability, and Parameter Matching
Commonmixed1 marks2026, 2025, 2024, 2013Finding unknown constants or points of non-differentiability/discontinuity in piecewise functions, max/min combinations, or functions involving logarithmic singularities.
Extrema and Monotonicity Analysis
Occasionalmixed1 marks2026, 2023, 2020, 2012Determining local maxima, local minima (including closed interval endpoints), or intervals where a given set of functions is strictly increasing using first and second derivatives.
Mean Value Theorems and Bounds
Occasionalmixed1 marks2021, 2014Applying Lagrange's Mean Value Theorem (LMVT) or Rolle's Theorem to establish bounds on function values or prove existence of critical points.
Numerical Integration and Root Finding
OccasionalMCQ2 marks2015, 2014, 2013, 2012Applying Simpson's 1/3rd rule, Trapezoidal rule, Newton-Raphson method, or Bisection method to discrete tabular data or analytical polynomials.
Parity Decomposition and Derivative Degree
RareNAT1 marks2016Given symmetric or anti-symmetric combinations of a polynomial f(x) and its derivative g(x) = f'(x), determine the resulting degree or specific coefficient by decomposing f(x) into even and odd components.
Definite Integral with Euler Form Simplification
RareMCQ2 marks2011Evaluating a definite integral whose integrand consists of complex trigonometric fractions that simplify neatly via Euler's identity .
Higher-Order Derivative Differential Relation Matching
OccasionalNAT2 marks2014Given an explicit function f(x) involving products of algebraic and trigonometric functions, compute its first and second derivatives and solve for an unknown scalar parameter t that satisfies a linear combination f''(x) + f(x) + t*g(x) = 0.
Continuous Function Property via Intermediate Value Theorem
OccasionalMCQ2 marks2014Given discrete point evaluations of a continuous function on a closed interval [a, b], identify which existence statement must hold by defining an auxiliary difference function (e.g., g(y) = f(y) - f(y+1)) and checking sign changes.
Definite Integral via King's Property and Functional Symmetry
CommonMCQ1 marks2024Given a continuous function satisfying a functional symmetry relation over , students evaluate by adding the integral to its reflected form ().
Formulas GATE uses
L'Hôpital's Rule
Used when direct substitution yields indeterminate forms or .
Lagrange's Mean Value Theorem (LMVT)
Used to establish maximum or minimum bounds for given bounds on on a closed interval .
Integration by Parts
Used to evaluate integrals of products of polynomial, logarithmic, or trigonometric functions.
Odd Function Definite Integral Symmetry
Used to simplify single and multi-variable symmetric integrals where components are odd.
Trapezoidal Rule
Used to numerically approximate definite integrals over equally spaced tabular points.
Simpson's 1/3rd Rule
Used for numerical integration across an even number of subintervals with step size .
Newton-Raphson Iteration
Used to compute successive root approximations and check convergence or oscillation.
Even-Odd Function Decomposition
Used when separating a polynomial into strictly even-degree and odd-degree components.
Derivative Parity Rule
Used to determine the parity and resulting combinations of derivatives .
Degree of a Polynomial Derivative
Used to compute the degree of differentiated polynomial terms.
Euler's Formula
Used to convert trigonometric expressions involving into exponential form for simplified integration.
Integration of Exponential with Constant Multiplier
Used to integrate the simplified complex exponential function.
Properties of the Imaginary Unit
Used to simplify the final definite integral result after substituting the upper and lower limits.
Product Rule of Differentiation
Used to compute successive derivatives of products such as .
Intermediate Value Theorem (IVT)
Used to prove the existence of points where by evaluating the sign of at interval endpoints.
King's Rule of Definite Integrals
Used when the integrand exhibits symmetry around the midpoint , or when a relation between and is given.
Integral Evaluation via Symmetry Sum
Direct evaluation shortcut when is a known constant over .
Examiner traps in Calculus
- Forgetting that local extrema on a closed interval can occur at boundary points where f'(x) ≠ 0, not only at interior critical points where f'(x) = 0.
- Failing to check both continuity (LHL = RHL = f(a)) and differentiability (LHD = RHD) when solving for piecewise parameters.
- Ignoring sign changes when splitting integrals containing absolute values like |x sin x|.
- Applying L'Hôpital's Rule when the limit is NOT in an indeterminate form 0/0 or ∞/∞.
- Assuming Newton-Raphson always converges, overlooking 2-cycles or oscillating loops.
- Overlooking the degree of exactness (Simpson's 1/3rd rule is exact for polynomials up to degree 3, Trapezoidal for degree 1).
- Missing logarithmic blowups as x → 0+ (e.g., ln(1/x) → +∞) when checking continuity at zero.
- Assuming f(x) is purely even rather than realizing f(x) + f(-x) simply filters out the odd-degree terms.
- Confusing the parities of g(x) - g(-x) (which extracts 2go(x) = 2fe'(x)) with g(x) + g(-x) (which extracts 2ge(x) = 2fo'(x)).
- Failing to reduce the polynomial degree by 1 after differentiation.
- Sign errors in complex unit division, e.g., confusing (-1)/(i) = i with -i.
- Forgetting the chain rule constant factor (e.g., 2i) in the denominator when integrating e2ix.
- Attempting lengthy trigonometric substitutions or rationalization instead of applying Euler's identity.
- Sign errors when taking the derivative of trigonometric terms (e.g., differentiating cos x vs sin x in product rule steps)
- Assuming symmetry properties (e.g., f(y) = f(2-y)) must hold for all points rather than existential relations guaranteed by IVT
- Confusing a local sample value with a global extrema (e.g., assuming f(1)=1 must be the absolute maximum on the interval)
- Forgetting to divide by 2 after adding I + I = 2I, leading to an answer that is double the correct value (e.g., picking 2 instead of 1).
- Incorrectly evaluating the width of the interval (b - a) when applying ab 1 dx.
- Sign errors when rearranging the functional equation f(x) = c - f(a+b-x) into f(x) + f(a+b-x) = c.
How questions are asked
- Evaluate limit of indeterminate expression
- Determine points of non-differentiability or discontinuity
- Find unknown parameter to enforce continuity/differentiability
- Identify true/false statements about local extrema via MSQ
- Evaluate definite integral using substitution or integration by parts
- Evaluate multiple integral via symmetry/odd function cancellation
- Compute bound using Lagrange's Mean Value Theorem
- Evaluate definite integral from discrete table via Trapezoidal/Simpson's rule
- Simulate iterations of Newton-Raphson or Bisection method
- Find degree of derivative/functional combination (NAT)
- Definite integral evaluation with trigonometric and complex algebraic terms
- Direct parameter evaluation from a differential equation identity (NAT)
- Deductive truth verification for continuous function intervals (MCQ)
- Definite integral of an implicit function satisfying a functional identity
- Direct evaluation MCQ with simple integer options
Paper trends
Shift away from traditional numerical methods (Bisection, Simpson's, Trapezoidal) toward rigorous analytical questions on continuity, differentiability of piecewise/max functions, and MSQ-style multi-statement verification.
2026, 2025, 2024, 2023, 2022, 2021, 2020
Increase in NAT and MSQ questions testing edge-case analysis, such as odd function cancellation in multiple integrals or continuity behavior of derivatives.
2026, 2025, 2024, 2023, 2021
Heavy proportion of 1-mark foundational questions focusing on clean analytical evaluations (limits, substitutions, parameter matching).
2026, 2025, 2022, 2021, 2020, 2019, 2018, 2017, 2016
Appeared as a conceptual 1-mark NAT question focusing on the interplay between polynomial degrees, parity, and the derivative operator.
2016
In the provided set, integration appears as an algebraic/identity-driven problem in 2011, testing 2-mark conceptual simplification rather than heavy numerical approximations.
2011
Questions are split between symbolic mechanical differentiation evaluated via NAT and proof-like existential deduction evaluated via 4-option MCQ.
2014
Introduction of conceptual, functional equation-driven 1-mark definite integral questions that reward property recognition over algebraic heavy-lifting.
2024
Difficulty notes
Easy: Direct limit evaluations via L'Hôpital's Rule, standard 1-step substitution integrals, polynomial second derivative test for extrema, and piecewise parameter matching with linear/polynomial equations. Medium: Extrema including boundary points on closed intervals, differentiability analysis of composite max/min/absolute value functions, multi-step integration by parts with variable bounds, triple integrals requiring odd/even decomposition, counting discontinuity points in decimal-digit functions, and multi-statement MSQs analyzing higher-order derivatives.