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GRE Mathematics Preparation: Advanced Quantitative Reasoning Quiz – Sept 2026 4th Edition

GRE Mathematics Preparation: Advanced Quantitative Reasoning

Welcome to this advanced-level quiz designed to sharpen your quantitative reasoning skills for the GRE Mathematics Subject Test. This set of 50 questions covers a broad spectrum of topics, including abstract algebra, real and complex analysis, topology, combinatorics, and linear algebra. Each question is crafted to challenge your conceptual understanding and problem-solving agility, mirroring the depth and rigor of the actual exam.

Work through each problem carefully, considering all options before making your selection. Detailed explanations are provided for every question to reinforce core principles and clarify common pitfalls. This practice is intended to build both your speed and accuracy, ensuring you are well-prepared for the complexities of test day.

Key Areas Covered:

  • Abstract Algebra (Groups, Rings, Fields)
  • Real Analysis (Sequences, Series, Continuity)
  • Complex Analysis (Functions, Integrals, Singularities)
  • Topology and Geometry
  • Linear Algebra and Vector Spaces
  • Combinatorics and Number Theory

Q1. Let ##G## be a non-abelian group of order 8. Which of the following statements is necessarily true?

Because ##G## is a finite ##2##-group, its center ##Z(G)## is nontrivial. Thus ##|Z(G)|## can be ##2##, ##4##, or ##8##. If ##|Z(G)|=8##, then ##G## is abelian. If ##|Z(G)|=4##, then ##G/Z(G)## has order ##2## and is cyclic; whenever ##G/Z(G)## is cyclic, ##G## is abelian. Both cases contradict the hypothesis that ##G## is non-abelian. Therefore, ##|Z(G)|=2##.

Q2. Consider the function ##f(x) = x^3 - 3x## on the interval ##[-2, 3]##. What is the maximum value of ##f## on this interval?

The critical points are found by setting ##f'(x) = 3x^2 - 3 = 0##, giving ##x = \pm 1##. Evaluating ##f(-2) = -2##, ##f(-1) = 2##, ##f(1) = -2##, and ##f(3) = 18##, the maximum value on the closed interval is 18.

Q3. In a topological space, a set is called compact if every open cover has a finite subcover. Which of the following subsets of ##\mathbb{R}## (with the standard topology) is compact?

By the Heine-Borel theorem, a subset of ##\mathbb{R}^n## is compact if and only if it is closed and bounded. The interval ##[0, 1]## is both closed and bounded, making it compact. The other options are either not closed or not bounded.

Q4. Let ##V## be a vector space over ##\mathbb{R}## with basis ##\{v_1, v_2, v_3\}##. Define a linear transformation ##T: V \to V## by ##T(v_1) = v_2##, ##T(v_2) = v_3##, and ##T(v_3) = v_1##. What is the trace of the matrix representation of ##T## with respect to this basis?

The matrix representation of ##T## with respect to the given basis is a permutation matrix that cycles the basis vectors. Its diagonal entries are all zero, so the trace is 0.

Q5. Evaluate the contour integral ##\oint_{|z|=2} \frac{e^z}{z^2 + 1} \, dz## where the contour is traversed counterclockwise.

The integrand has simple poles at ##z = \pm i##, both inside the contour ##|z| = 2##. By the residue theorem, the integral equals ##2\pi i## times the sum of residues. The residue at ##z = i## is ##e^i/(2i)## and at ##z = -i## is ##e^{-i}/(-2i)##. Summing gives ##(e^i - e^{-i})/(2i) = \sin(1)##. Thus, the integral is ##2\pi i \sin(1)##.

Q6. How many distinct group homomorphisms exist from the cyclic group ##\mathbb{Z}_6## to the symmetric group ##S_3##?

A homomorphism ##\varphi:\mathbb{Z}_6\to S_3## is completely determined by the image of the generator ##1##. The image ##g=\varphi(1)## must satisfy ##g^6=e##. Every element of ##S_3## has order ##1##, ##2##, or ##3##, so every element satisfies this condition. Since ##S_3## has ##6## elements, there are exactly ##6## distinct homomorphisms.

Q7. Determine the sum of the series ##\sum_{n=1}^{\infty} \frac{1}{n^2 + n}##.

The series can be rewritten using partial fractions: ##\frac{1}{n^2 + n} = \frac{1}{n} - \frac{1}{n+1}##. This is a telescoping series. The partial sum is ##(1 - 1/2) + (1/2 - 1/3) + \cdots + (1/N - 1/(N+1)) = 1 - 1/(N+1)##. As ##N \to \infty##, the sum approaches 1.

Q8. In the ring ##\mathbb{Z}[i]## of Gaussian integers, which of the following elements is a unit?

The units in ##\mathbb{Z}[i]## are elements with norm 1. The norm of ##a + bi## is ##a^2 + b^2##. For ##i##, the norm is 1, so it is a unit. The other options have norms greater than 1 and are not units.

Q9. Let ##f: \mathbb{R}^2 \to \mathbb{R}## be defined by ##f(x, y) = x^2 y##. What is the directional derivative of ##f## at the point ##(1, 2)## in the direction of the vector ##(1, 1)##?

The gradient is ##\nabla f(x,y)=(2xy,x^2)##, so at ##(1,2)## we have ##\nabla f(1,2)=(4,1)##. The unit vector in the direction of ##(1,1)## is ##\mathbf{u}=\frac{1}{\sqrt{2}}(1,1)##. Therefore, the directional derivative is ###D_{\mathbf{u}}f(1,2)=\nabla f(1,2)\cdot\mathbf{u}=\frac{4+1}{\sqrt{2}}=\frac{5}{\sqrt{2}}=\frac{5\sqrt{2}}{2}.###

Q10. What is the number of distinct group isomorphisms from ##\mathbb{Z}_4## to itself?

An automorphism of ##\mathbb{Z}_4## is determined by the image of the generator 1, which must be a generator of ##\mathbb{Z}_4##. The generators are 1 and 3. Thus, there are exactly 2 automorphisms: the identity and the map sending 1 to 3.

Q11. Consider the sequence defined by ##a_1 = 1## and ##a_{n+1} = \sqrt{2 + a_n}##. What is the limit of this sequence as ##n \to \infty##?

Assuming the sequence converges to ##L##, we have ##L = \sqrt{2 + L}##. Squaring gives ##L^2 = 2 + L##, so ##L^2 - L - 2 = 0##, which factors as ##(L - 2)(L + 1) = 0##. Since the sequence is positive, ##L = 2##.

Q12. In the complex plane, what is the image of the line ##x = 1## under the mapping ##w = 1/z##?

Let ##z=1+iy## and write ##w=u+iv##. Then ##w=\frac{1}{1+iy}=\frac{1-iy}{1+y^2}##, so ##u=\frac{1}{1+y^2}## and ##v=-\frac{y}{1+y^2}##. Hence ###u^2+v^2=u,###or equivalently ###\left(u-\frac12\right)^2+v^2=\frac14.### Thus the image lies on the circle centered at ##(1/2,0)## with radius ##1/2##. The point ##w=0## is not attained by any finite ##z##, so the origin is omitted.

Q13. Let ##A## be a ##3 \times 3## matrix with eigenvalues ##1, 2, 3##. What is the determinant of ##A^2 + A + I##?

If ##\lambda## is an eigenvalue of ##A##, then ##\lambda^2 + \lambda + 1## is an eigenvalue of ##A^2 + A + I##. Thus, the eigenvalues of ##A^2 + A + I## are ##1^2 + 1 + 1 = 3##, ##2^2 + 2 + 1 = 7##, and ##3^2 + 3 + 1 = 13##. The determinant is the product of the eigenvalues: ##3 \cdot 7 \cdot 13 = 273##.

Q14. What is the number of elements of order 5 in the symmetric group ##S_5##?

Elements of order 5 in ##S_5## are 5-cycles. The number of 5-cycles in ##S_5## is ##5!/5 = 24##.

Q15. Evaluate the improper integral ##\int_{-\infty}^{\infty} \frac{1}{1 + x^2} \, dx##.

The antiderivative of ##1/(1 + x^2)## is ##\arctan(x)##. Evaluating from ##-\infty## to ##\infty## gives ##\arctan(\infty) - \arctan(-\infty) = \pi/2 - (-\pi/2) = \pi##.

Q16. In a finite field ##\mathbb{F}_q## with ##q## elements, what is the multiplicative order of any non-zero element?

The multiplicative group of a finite field ##\mathbb{F}_q## has order ##q - 1##. By Lagrange's theorem, the order of any element divides the group order, so it divides ##q - 1##.

Q17. Let ##f(x, y) = x^2 + y^2##. What is the double integral of ##f## over the region ##D = \{(x, y) : x^2 + y^2 \leq 1\}##?

Using polar coordinates, ##x = r\cos\theta##, ##y = r\sin\theta##, and the region is ##0 \leq r \leq 1##, ##0 \leq \theta \leq 2\pi##. The integral becomes ##\int_0^{2\pi} \int_0^1 r^2 \cdot r \, dr \, d\theta = \int_0^{2\pi} \int_0^1 r^3 \, dr \, d\theta = \int_0^{2\pi} 1/4 \, d\theta = \pi/2##.

Q18. What is the minimal polynomial of the matrix ##\begin{pmatrix} 2 & 1 \\ 0 & 2 \end{pmatrix}##?

The matrix has the single eigenvalue ##2## with algebraic multiplicity ##2##. Because it is a nontrivial Jordan block, ##A-2I\neq 0## but ##(A-2I)^2=0##. Therefore, the monic polynomial of least degree that annihilates the matrix is ##(x-2)^2##.

Q19. Consider the power series ##\sum_{n=0}^{\infty} \frac{x^n}{n!}##. What is its radius of convergence?

This is the Taylor series for ##e^x##. Using the ratio test, ##\lim_{n \to \infty} |a_{n+1}/a_n| = \lim_{n \to \infty} 1/(n+1) = 0##, so the radius of convergence is ##\infty##.

Q20. In a group ##G##, if ##a^2 = e## for all ##a \in G##, then ##G## is necessarily:

If ##a^2 = e## for all ##a##, then for any ##a, b \in G##, ##(ab)^2 = e##, so ##abab = e##. Multiplying on the left by ##a## and on the right by ##b## gives ##ba = ab##. Thus, ##G## is abelian.

Q21. What is the value of the infinite product ##\prod_{n=2}^{\infty} \left(1 - \frac{1}{n^2}\right)##?

The product can be written as ##\prod_{n=2}^{\infty} \frac{(n-1)(n+1)}{n^2}##. This telescopes: ##\frac{1 \cdot 3}{2 \cdot 2} \cdot \frac{2 \cdot 4}{3 \cdot 3} \cdot \frac{3 \cdot 5}{4 \cdot 4} \cdots##. The partial product up to ##N## is ##\frac{1 \cdot (N+1)}{2 \cdot N}##, which tends to ##1/2## as ##N \to \infty##.

Q22. Let ##T: \mathbb{R}^3 \to \mathbb{R}^3## be a linear transformation with matrix ##A = \begin{pmatrix} 1 & 2 & 3 \\ 0 & 1 & 4 \\ 0 & 0 & 1 \end{pmatrix}##. What is the dimension of the kernel of ##T##?

The matrix is upper triangular with all diagonal entries equal to 1, so it is invertible. Therefore, the kernel is trivial, and its dimension is 0.

Q23. In the complex plane, how many distinct roots does the equation ##z^4 = 16## have?

The equation ##z^4 = 16## has exactly 4 distinct complex roots, given by ##z = 2e^{i(2\pi k)/4}## for ##k = 0, 1, 2, 3##.

Q24. What is the number of ways to arrange the letters of the word "MISSISSIPPI"?

The word has 11 letters: M appears once, I appears 4 times, S appears 4 times, and P appears 2 times. The number of distinct arrangements is ##11! / (4! \cdot 4! \cdot 2!)##.

Q25. Let ##f: \mathbb{R} \to \mathbb{R}## be a continuous function such that ##f(x + y) = f(x) + f(y)## for all ##x, y \in \mathbb{R}##. Which of the following must be true?

A continuous solution of Cauchy's functional equation ##f(x+y)=f(x)+f(y)## must be linear. Therefore there exists a constant ##c## such that ##f(x)=cx## for every ##x\in\mathbb{R}##.

Q26. What is the Euler characteristic of a torus?

The Euler characteristic of a torus is ##\chi = V - E + F = 0##. For a torus, it is 0, as it can be represented as a quotient of a square with opposite sides identified, giving ##V = 1##, ##E = 2##, ##F = 1##, so ##\chi = 1 - 2 + 1 = 0##.

Q27. In the ring ##\mathbb{Z}_{12}##, what is the number of units?

The units in ##\mathbb{Z}_{12}## are the elements relatively prime to 12: 1, 5, 7, 11. Thus, there are 4 units.

Q28. Evaluate the limit ##\lim_{x \to 0} \frac{\sin(3x)}{x}##.

Using the standard limit ##\lim_{x \to 0} \frac{\sin(x)}{x} = 1##, we have ##\lim_{x \to 0} \frac{\sin(3x)}{x} = 3 \cdot \lim_{x \to 0} \frac{\sin(3x)}{3x} = 3 \cdot 1 = 3##.

Q29. Let ##A## and ##B## be ##n \times n## matrices. Which of the following is always true?

The determinant of a product is the product of the determinants, which is a fundamental property. The other statements are not generally true.

Q30. What is the sum of the degrees of all vertices in a tree with ##n## vertices?

In any tree with ##n## vertices, there are ##n - 1## edges. By the handshaking lemma, the sum of the degrees of all vertices is ##2(n - 1) = 2n - 2##.

Q31. Consider the function ##f(z) = \frac{1}{z^2 + 1}##. What is the residue of ##f## at ##z = i##?

The function has a simple pole at ##z = i##. The residue is ##\lim_{z \to i} (z - i) f(z) = \lim_{z \to i} \frac{1}{z + i} = \frac{1}{2i}##.

Q32. In a group of order 15, what is the number of Sylow 3-subgroups?

By Sylow's theorems, the number of Sylow 3-subgroups, ##n_3##, must divide 5 and be congruent to 1 mod 3. The divisors of 5 are 1 and 5. 5 is congruent to 2 mod 3, so ##n_3 = 1##.

Q33. What is the dimension of the vector space of all ##2 \times 2## symmetric matrices over ##\mathbb{R}##?

A symmetric ##2 \times 2## matrix has the form ##\begin{pmatrix} a & b \\ b & c \end{pmatrix}##, which has 3 independent entries: ##a##, ##b##, and ##c##. Thus, the dimension is 3.

Q34. Evaluate the line integral ##\oint_C y \, dx + x \, dy## where ##C## is the circle ##x^2 + y^2 = 1## oriented counterclockwise.

By Green's theorem, ##\oint_C y \, dx + x \, dy = \iint_D \left(\frac{\partial x}{\partial x} - \frac{\partial y}{\partial y}\right) \, dA = \iint_D (1 - 1) \, dA = 0##.

Q35. What is the number of non-isomorphic abelian groups of order 16?

The number of abelian groups of order ##p^n## is the number of partitions of ##n##. For ##16 = 2^4##, the partitions of 4 are 5: 4, 3+1, 2+2, 2+1+1, 1+1+1+1. Thus, there are 5 non-isomorphic abelian groups of order 16.

Q36. Let ##f(x) = \ln(x)##. What is the value of the ##n##-th derivative of ##f## at ##x = 1## for ##n \geq 1##?

The derivatives of ##\ln(x)## are ##f'(x) = 1/x##, ##f''(x) = -1/x^2##, ##f'''(x) = 2/x^3##, and in general, ##f^{(n)}(x) = (-1)^{n-1}(n-1)!/x^n##. At ##x = 1##, this is ##(-1)^{n-1}(n-1)!##.

Q37. In the complex plane, what is the principal value of ##i^i##?

Using the principal logarithm, ##\operatorname{Log}(i)=i\pi/2##. Hence ###i^i=e^{\,i\operatorname{Log}(i)}=e^{\,i(i\pi/2)}=e^{-\pi/2}.### Without the word "principal," ##i^i## is multivalued because the complex logarithm has infinitely many branches.

Q38. What is the rank of the matrix ##\begin{pmatrix} 1 & 2 & 3 \\ 2 & 4 & 6 \\ 3 & 6 & 9 \end{pmatrix}##?

The rows are linearly dependent; the second row is twice the first, and the third row is three times the first. Thus, the rank is 1.

Q39. Consider the sequence of functions ##f_n(x) = x^n## on ##[0, 1]##. Does this sequence converge uniformly on ##[0, 1]##?

The sequence converges pointwise to ##f(x) = 0## for ##x \in [0, 1)## and ##f(1) = 1##. The limit function is discontinuous at ##x = 1##, so the convergence is not uniform on ##[0, 1]##.

Q40. In a finite group, the order of any element divides the order of the group. This is a consequence of:

Lagrange's theorem states that the order of a subgroup divides the order of the group. Since the cyclic subgroup generated by an element has order equal to the element's order, the element's order divides the group order.

Q41. What is the number of solutions to the equation ##x^2 \equiv 1 \pmod{15}##?

The solutions are found by solving ##x^2 \equiv 1 \pmod{3}## and ##x^2 \equiv 1 \pmod{5}##. For mod 3, solutions are ##x \equiv \pm 1##. For mod 5, solutions are ##x \equiv \pm 1##. By the Chinese remainder theorem, there are ##2 \times 2 = 4## solutions modulo 15.

Q42. Let ##V## be the vector space of polynomials of degree at most 2 over ##\mathbb{R}##. Define a linear functional ##L: V \to \mathbb{R}## by ##L(p) = p(1)##. What is the kernel of ##L##?

The kernel of ##L## consists of all polynomials ##p## such that ##L(p) = p(1) = 0##. This is the set of polynomials that vanish at ##x = 1##.

Q43. Evaluate the surface integral ##\iint_S \mathbf{F} \cdot d\mathbf{S}## where ##\mathbf{F} = (x, y, z)## and ##S## is the unit sphere.

By the divergence theorem, ##\iint_S \mathbf{F} \cdot d\mathbf{S} = \iiint_V \nabla \cdot \mathbf{F} \, dV##. The divergence of ##\mathbf{F}## is ##1 + 1 + 1 = 3##. The volume of the unit sphere is ##4\pi/3##, so the integral is ##3 \cdot 4\pi/3 = 4\pi##.

Q44. What is the number of elements in the quotient ring ##\mathbb{Z}[i]/(2 + i)##?

The norm of ##2 + i## is ##2^2 + 1^2 = 5##. The quotient ring ##\mathbb{Z}[i]/(a + bi)## has ##a^2 + b^2## elements. Thus, the quotient ring has 5 elements.

Q45. Consider the function ##f(x) = \begin{cases} x^2 \sin(1/x) & \text{if } x \neq 0 \\ 0 & \text{if } x = 0 \end{cases}##. Is ##f## differentiable at ##x = 0##?

The derivative at 0 is ##\lim_{h \to 0} \frac{f(h) - f(0)}{h} = \lim_{h \to 0} h \sin(1/h) = 0##, since ##|h \sin(1/h)| \leq |h|##. Thus, ##f## is differentiable at 0 with derivative 0.

Q46. In a group ##G##, the commutator subgroup is generated by elements of the form ##[a, b] = aba^{-1}b^{-1}##. What is the commutator subgroup of the symmetric group ##S_3##?

The commutator subgroup of ##S_3## is the alternating group ##A_3##, which consists of the identity and the two 3-cycles. This is because ##S_3/A_3## is abelian, and ##A_3## is the smallest normal subgroup with abelian quotient.

Q47. What is the value of the integral ##\int_0^{\infty} e^{-x^2} \, dx##?

This is the Gaussian integral. The standard result is ##\int_{-\infty}^{\infty} e^{-x^2} \, dx = \sqrt{\pi}##. By symmetry, ##\int_0^{\infty} e^{-x^2} \, dx = \sqrt{\pi}/2##.

Q48. Let ##A## be a ##2 \times 2## matrix with ##\det(A) = 3##. What is ##\det(2A^{-1})##?

We have ##\det(A^{-1}) = 1/\det(A) = 1/3##. For a ##2 \times 2## matrix, ##\det(2A^{-1}) = 2^2 \det(A^{-1}) = 4 \cdot 1/3 = 4/3##.

Q49. What is the number of connected components of the topological space ##\mathbb{R} \setminus \{0\}##?

The space ##\mathbb{R} \setminus \{0\}## consists of two disjoint open intervals: ##(-\infty, 0)## and ##(0, \infty)##. Each is connected, and they are disconnected from each other, so there are 2 connected components.

Q50. In the ring ##\mathbb{Z}_7##, what is the multiplicative inverse of 3?

We need to find ##x## such that ##3x \equiv 1 \pmod{7}##. Testing values, ##3 \cdot 5 = 15 \equiv 1 \pmod{7}##, so the inverse is 5.