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Mathematics • Class 11

Permutations and Combinations - Class 11

Master Permutations & Combinations through focused practice that strengthens conceptual understanding, problem-solving skills, and the ability to recognize common traps and misconceptions. Explore challenging questions designed to develop deeper reasoning and confident application of key ideas.

Overview

This chapter explores the fundamental principles of counting, permutations, and combinations. Understand how to calculate arrangements and selections effectively and apply these concepts to solve real-world problems.

Why This Chapter Matters

  • Permutations and Combinations are crucial for understanding advanced topics like probability, algebra, and number theory. They are also extensively used in fields such as data analysis, cryptography, and decision-making.

Real-Life Applications

  • Analyzing probabilities in games and experiments.
  • Designing secure encryption methods in computer science.
  • Solving scheduling and arrangement problems in logistics.

Skills You Will Learn

  • Understanding and applying the fundamental principles of counting.
  • Calculating permutations for different arrangements.
  • Solving combinations for various selection scenarios.

Core Concepts to Master

Fundamental Principle of Counting (FPC)

Distinguish between 'AND' (multiplication for sequence) and 'OR' (addition for disjoint cases) to prevent overcounting.

Permutations of Identical Objects

Division by factorial of repeating items compensates for indistinguishability; failure to divide results in overcounting permutations.

Circular Permutations Constraint

Fixing one object to negate rotation. For garlands/necklaces, divide by 2 to account for clockwise/anticlockwise equivalence.

Gap Method (Non-adjacency)

Arrange others first, then place items in gaps. Vital to include gaps at ends for total permutations.

String Method (Adjacency)

Tie restricted items together as one unit. Must multiply by internal arrangements of the tied bundle.

Selection vs Arrangement

Use 'nCr' for groups/teams (order irrelevant) and 'nPr' for rankings/sequences (order matters). Mistaking one for other is fatal.

Distributing Identical Items (Stars and Bars)

Distributing 'n' identical items into 'k' distinct bins is (n+k-1)C(k-1). Crucial for partitioning problems.

Derangements (Inclusion-Exclusion)

Objects not in their original position. Use Dn = n!(1 - 1/1! + 1/2! ... + (-1)^n/n!) for systematic counting.

Division into Groups

Dividing into equal-sized unlabeled groups requires dividing by group factorial to avoid counting identical group assignments twice.

Total Selection (at least one)

For 'n' distinct items, total ways to select at least one is 2^n - 1. Ignore the empty set.

Selection from Identical Items

If 'p' items are identical, 'q' identical, total ways is (p+1)(q+1)... - 1. Trap: Miscounting the 'none' case.

Restricted Selection (At least one common)

Total ways minus cases where none are selected. Applying complementary counting reduces complexity in high-order problems.

Exponent of Prime in n!

Legendre’s Formula: E_p(n!) = floor(n/p) + floor(n/p^2)... Essential for divisibility and trailing zero questions.

Rank of a Word

Alphabetical sorting logic. Fix position, calculate permutations of remaining letters; sum values plus one for the word itself.

Geometry-based Combinations

nC2 lines and nC3 triangles. Subtract collinear points (mC2/mC3) and add the singular line/triangle they form.

Concept Collisions Used by Examiners

Competitive examinations rarely assess concepts in isolation. Instead, examiners intentionally combine multiple concepts from this and related chapters to create higher-order questions that test conceptual reasoning, analytical thinking, and problem-solving ability. The concept collision patterns below represent the combinations most frequently used while designing questions for this chapter.

Fundamental Principle of Counting (FPC)
Conditional Probability Constraints
Equiprobable Outcomes
Equiprobability Fallacy
Fundamental Principle of Counting (FPC)
Division into Groups
Skew-Symmetric Determinant
Adjoint-Determinant Relation
Fundamental Principle of Counting (FPC)
Gap Method (Non-adjacency)
Indeterminate Forms
Chain Rule Complexity
Fundamental Principle of Counting (FPC)
Line lying in a plane
Line-Plane intersection logic
Variable plane intercepts
Fundamental Principle of Counting (FPC)
Selection from Identical Items
Order and Degree Definition
Integration Constant Trap
Permutations of Identical Objects
Condition for Common Roots
Modulus Inequality Logic
Permutations of Identical Objects
Line lying in a plane
Variable plane intercepts
Permutations of Identical Objects
Properties of Binomial Coefficients
Binomial Distribution Tail-Ends
Permutations of Identical Objects
Rank of a Word
Symmetry and Periodicity
Circular Permutations Constraint
Derangements (Inclusion-Exclusion)
Complementary Counting
Circular Permutations Constraint
Division into Groups
Difference vs. Symmetric Difference
Circular Permutations Constraint
Homogeneous Function Homogeneity
Critical Point vs Stationary Point
Circular Permutations Constraint
Properties of Transpose Determinant
Factor Theorem in Determinants
Circular Permutations Constraint
Variable plane intercepts
Symmetric vs Non-symmetric form
Gap Method (Non-adjacency)
Combinatorial Probability
Axiomatic Probability Constraints
Exhaustive Events Concept
Gap Method (Non-adjacency)
Symmetry Utilization
Critical Point vs Stationary Point
Gap Method (Non-adjacency)
Vandermonde's Identity
Determinant Product Rule
String Method (Adjacency)
Angle between two lines
Dot Product Projection Sign
String Method (Adjacency)
Indicator Function Logic
Exhaustive Events Concept
String Method (Adjacency)
Matrix Multiplication Non-Commutativity
Symmetry vs. Antisymmetry
String Method (Adjacency)
Newton-Leibniz Formula with variable limits
Modulus Function Breakdown
String Method (Adjacency)
Sigma Notation Properties
Integral Part and Fractional Part
Selection vs Arrangement
Adjoint-Determinant Relationship
Determinant Product Rule
Selection vs Arrangement
Condition of Tangency
Distance Between Parallel Lines
Selection vs Arrangement
Sample Space Partitioning
L'Hopital's Pitfall
Selection vs Arrangement
Term Independent of x
Domain Restrictions
Distributing Identical Items (Stars and Bars)
Bounded vs Unbounded Regions
Cross Multiplication Trap
Distributing Identical Items (Stars and Bars)
Complementary Counting
Equiprobability Fallacy
Distributing Identical Items (Stars and Bars)
Inversion and Determinant Product
Singular vs Non-Singular Matrices
Distributing Identical Items (Stars and Bars)
Method of Differences
Square Root and Modulus Logic
Distributing Identical Items (Stars and Bars)
Variable plane intercepts
Collinearity vs Coplanarity
Derangements (Inclusion-Exclusion)
Cardinality Inclusion-Exclusion
Set Complement Boundaries
Derangements (Inclusion-Exclusion)
Properties of Binomial Coefficients
General Term Formulation
Derangements (Inclusion-Exclusion)
Random Variable Expectation
Equiprobability Fallacy
Derangements (Inclusion-Exclusion)
Triangular/Diagonal Matrix Shortcut
Singular vs Non-Singular Matrices
Division into Groups
Distributing Identical Items (Stars and Bars)
Redundant Constraints
Division into Groups
Injective Mapping (One-One)
Composition Continuity
Division into Groups
Multinomial Theorem
Factor Theorem in Determinants
Division into Groups
Shortest distance between skew lines
Unit Vector Normalization
Total Selection (at least one)
Composite Injectivity/Surjectivity
Compound Function Boundaries
Increasing/Decreasing Strictness
Total Selection (at least one)
Lagrange Identity
Collinearity and Coplanarity
Angle between two planes
Total Selection (at least one)
Newton-Leibniz Formula with variable limits
Differentiation of Determinants
First Derivative Test Trap
Total Selection (at least one)
Selection from Identical Items
Mean Deviation about Mean vs. Median
Standard Deviation and Coefficient of Variation
Total Selection (at least one)
System of Linear Equations
Determinant Scaling Property
The Modulus Trap
Selection from Identical Items
Inclusion-Exclusion Principle
Binomial Distribution Tail-Ends
Sample Space Partitioning
Selection from Identical Items
Integration by Parts (LIATE Rule)
Logarithmic Integration Modulus
Inequalities in Definite Integrals
Selection from Identical Items
Properties of Binomial Coefficients
Greatest Integer Function (GIF)
Wavy Curve (Method of Intervals)
Selection from Identical Items
Scalar Triple Product Volume Logic
Orthogonal projection of a line
Shortest distance between skew lines
Selection from Identical Items
System of Linear Equations (Cramer/Inverse)
Row/Column Exchange Parity
Skew-Symmetric Determinant
Restricted Selection (At least one common)
Cardinality Inclusion-Exclusion
Signum Function Discontinuity
Restricted Selection (At least one common)
Conditional Probability Constraints
Mutually Exclusive vs Independent
Restricted Selection (At least one common)
Exhaustive Events Concept
Greatest Integer Function (GIF)
Restricted Selection (At least one common)
Ratio of Division (k:1)
Direction Cosines constraint
Exponent of Prime in n!
Characteristic Equation
Greatest Integer Function Traps
Exponent of Prime in n!
Derangements (Inclusion-Exclusion)
Bernoulli Trials Logic
Exponent of Prime in n!
Numerically Greatest Term
Modulus Function Breakdown
Exponent of Prime in n!
Substitution Logic in Homogeneous DE
Integration Constant Trap
Rank of a Word
Coplanarity Condition
Shortest distance between skew lines
Rank of a Word
Indeterminate Forms
Trigonometric Standard Limits
Rank of a Word
Properties of Binomial Coefficients
Combinatorial Probability
Rank of a Word
Substitution Logic in Homogeneous DE
Arbitrary Constants vs Parameters
Geometry-based Combinations
Combinatorial Probability
Cardinality Inclusion-Exclusion
Geometry-based Combinations
Objective Function Gradient
Non-Negativity Restriction
Geometry-based Combinations
Properties of Transpose Determinant
Adjoint-Determinant Relationship
Geometry-based Combinations
Roots of Unity Properties
Wavy Curve (Method of Intervals)

Exam Coverage

Understand how this chapter is tested across major competitive examinations.

JEE Advanced

India · Competitive Exam · Undergraduate

JEE Main

India · Competitive Exam · Undergraduate

BITSAT

India · Competitive Exam · Undergraduate

IISER Aptitude Test (IAT)

India · Competitive Exam · Undergraduate

NEST

India · Competitive Exam · Undergraduate

ISI Admission Test

India · Competitive Exam · Undergraduate

CMI Entrance

India · Competitive Exam · Undergraduate

IOQM / INMO

India · Olympiad · High School

SAT Math

United States · Curriculum · High School

A-Level Mathematics

United Kingdom · Curriculum · Advanced Level

A-Level Further Mathematics

United Kingdom · Curriculum · Advanced Level

IB Mathematics AA HL

International · Curriculum · IB Diploma

Singapore A-Level Mathematics

Singapore · Curriculum · Advanced Level

Cambridge International A-Level Mathematics

International · Curriculum · Cambridge

International Mathematical Olympiad (IMO)

International · Olympiad · International

Practice Questions

Strengthen your understanding by solving carefully selected questions from this chapter.

50 Questions
1

Four distinct balls are to be distributed into three distinct boxes B1,B2,B_1, B_2, and B3B_3. For each ball, a fair coin is tossed. If it shows heads, the ball is placed in B1B_1. If it shows tails, a fair die is rolled; if the die shows a number less than 5, the ball is placed in B2B_2, otherwise it is placed in B3B_3. What is the probability that no box remains empty?

2

Let SS be the set of all planes intersecting the coordinate axes at points A(a,0,0)A(a, 0, 0), B(0,b,0)B(0, b, 0), and C(0,0,c)C(0, 0, c) such that a,b,c∈1,2,3,dots,30a, b, c \in \\{1, 2, 3, \\dots, 30\\}. Let LkL_k be the line passing through the point (k,k,k)(k, k, k) with direction ratios (1,−2,1)(1, -2, 1). Find the number of planes in SS that contain the line LkL_k for some integer kge1k \\ge 1.

3

Let S={1,2,3,4,5,6}S = \{1, 2, 3, 4, 5, 6\}. The set SS is partitioned into 3 unordered subsets of 2 elements each. For each such partition, the sums of the elements in the three subsets are assigned to the upper triangular entries a12,a13,a23a_{12}, a_{13}, a_{23} of a 3×33 \times 3 skew-symmetric matrix AA. Let M\mathcal{M} be the set of all distinct matrices AA that can be formed by considering all possible partitions of SS and all possible assignments of the sums. Find the value of ∑A∈Mdet⁡(A⋅adj(A)+2I)\sum_{A \in \mathcal{M}} \det(A \cdot \text{adj}(A) + 2I) where II is the 3×33 \times 3 identity matrix.

4

Let NN be the number of distinct arrangements of 3 identical red balls and 2 identical blue balls in a straight line such that the two blue balls are not adjacent. Let f(x)=lim⁡t→0(sin⁡(Ntx)Ntx)1t2f(x) = \lim_{t \to 0} \left( \frac{\sin(Ntx)}{Ntx} \right)^{\frac{1}{t^2}}. If g(x)=f(tan⁡−1(ln⁡x))g(x) = f(\tan^{-1}(\ln x)), then the value of g′(e)g'(e) is

5

Let SS be a multiset containing 3 identical red balls, 2 identical blue balls, and 1 green ball. Let ara_r denote the number of ways to select exactly rr balls from SS. Consider the differential equation: x(dmydxm)n+(m+1)dm−1ydxm−1=a5xa1−1x \left(\frac{d^m y}{dx^m}\right)^n + (m+1) \frac{d^{m-1} y}{dx^{m-1}} = a_5 x^{a_1 - 1} where m=a5−1m = a_5 - 1 and n=a6n = a_6. If y(x)y(x) is a solution to this differential equation satisfying y(1)=a2y(1) = a_2 and y′(1)=a3y'(1) = a_3, then the value of 40y(2)40 y(2) is:

6

Let a=∑r=01(2r)(21−r)a = \sum_{r=0}^{1} \binom{2}{r} \binom{2}{1-r} and b=∑r=02(−1)r(2r)22−rb = \sum_{r=0}^{2} (-1)^r \binom{2}{r} 2^{2-r}. A multiset SS consists of exactly aa identical objects of type AA and bb identical objects of type BB. Let kk be the total number of distinct linear arrangements of all the objects in SS.

An experiment consists of nn independent trials, where nn is the constant term in the binomial expansion of (x+1x)4\left(x + \frac{1}{x}\right)^4. In each trial, the probability of success is p=ba+bp = \frac{b}{a+b}.

If PP is the probability of obtaining at least kk successes in nn trials, then PP equals:

7

Let mm be a non-zero real number such that the quadratic equations x2−11x+m=0x^2 - 11x + m = 0 and x2−14x+2m=0x^2 - 14x + 2m = 0 have a common root. Let α\alpha and β\beta be the non-common roots of the first and second equations, respectively. Let SS be the set of all integers rr satisfying the inequality ∣r2−(β−4)r−4α∣≤2β|r^2 - (\beta - 4)r - 4\alpha| \le 2\beta Let N(r)N(r) denote the number of ways to distribute rr identical coins into 33 distinct boxes (if such a distribution is not possible, N(r)=0N(r)=0). Find the value of ∑r∈SN(r)\sum_{r \in S} N(r).

8

Consider all permutations of the letters of the word TARTARTARTAR. For any permutation, let xkx_k denote the alphabetical rank of the letter at the kk-th position (1≤k≤61 \le k \le 6), where A=1,R=2,T=3A=1, R=2, T=3. A permutation is defined as \textit{valid} if it satisfies the condition: ∑k=13sin⁡2(π2(xk−xk+3))≠0\sum_{k=1}^3 \sin^2\left(\frac{\pi}{2}(x_k - x_{k+3})\right) \neq 0 Find the rank of the word RATTARRATTAR among all valid permutations when they are arranged in dictionary order.

9

Let SS be the set of all distinct permutations of the multiset {1,2,3}\{1, 2, 3\}. For each permutation σ=(σ1,σ2,σ3)∈S\sigma = (\sigma_1, \sigma_2, \sigma_3) \in S, a plane PσP_\sigma is defined by the equation xσ1+yσ2+zσ3=1\frac{x}{\sigma_1} + \frac{y}{\sigma_2} + \frac{z}{\sigma_3} = 1. Let QQ be the unique point of intersection of all the planes PσP_\sigma for σ∈S\sigma \in S. Let N1,N2,N_1, N_2, and N3N_3 be the number of distinct permutations of the letters of the words 'TO', 'JEE', and 'NOON' respectively. A plane Π\Pi contains the origin OO, the point QQ, and the point R(N1,N2,N3)R(N_1, N_2, N_3). A line LL lies in the plane Π\Pi, passes through the origin, and is perpendicular to the line OQOQ. If the direction ratios of LL are (a,b,c)(a, b, c) where a,b,ca, b, c are coprime integers and a>0a > 0, find the value of a2+b2+c2a^2 + b^2 + c^2.

10

Let SS be a set of distinct beads. AA and BB are subsets of SS such that n(A)=8n(A) = 8, n(B)=6n(B) = 6, and n(A∩B)=2n(A \cap B) = 2. All the beads that belong to exactly one of the sets AA or BB are selected. These selected beads are used to form two separate bracelets, each containing the same number of beads. Find the total number of distinct configurations of the pair of bracelets. (A configuration is invariant under the spatial rotation and flipping of individual bracelets, as well as the swapping of the two bracelets).

11

Let A(x)=(x−17897x−16978x−15)A(x) = \begin{pmatrix} x-17 & 8 & 9 \\ 7 & x-16 & 9 \\ 7 & 8 & x-15 \end{pmatrix}. Let nn be the non-zero repeated root of the equation ∣A(x)⋅AT(x)∣=0|A(x) \cdot A^T(x)| = 0. If nn represents the number of ways to arrange kk distinct objects in a circle, find the value of k4−15k^4 - 15.

12

Let kk be the number of distinct ways to seat 5 people around a circular table such that two specific individuals are never adjacent. Consider the homogeneous function H(x,y)=y2−k3x2H(x, y) = \sqrt{y^2 - \frac{k}{3} x^2}. Let LL be the ray in the first quadrant consisting of the points where H(x,y)H(x, y) is non-differentiable. A curve y=f(x)y = f(x) (for x≥1x \ge 1) satisfies the differential equation xdydx=y+xH(1,yx)x \frac{dy}{dx} = y + x H\left(1, \frac{y}{x}\right) and intersects the ray LL at x=1x = 1. Find the area of the region bounded by the curve y=f(x)y = f(x), the ray LL, and the vertical line x=3x = 3.

13

Five married couples are to be seated around a circular table with 1010 identical chairs. In how many ways can they be seated such that men and women alternate, and no husband sits next to his own wife?

14

Let kk be the number of circular permutations of 7 distinct objects such that 4 specified objects are always together, and out of these 4, two specific objects are never adjacent to each other. A variable plane Π\Pi makes non-zero intercepts a,b,ca, b, c on the x,y,zx, y, z axes respectively, such that 1a+1b+1c=1k\frac{1}{a} + \frac{1}{b} + \frac{1}{c} = \frac{1}{k}. The plane Π\Pi always passes through a fixed point QQ. Let L1L_1 be the line given by the equations x−2y=3x - 2y = 3 and y+2z=1y + 2z = 1. A line L2L_2 passes through QQ and is parallel to L1L_1. Find the shortest distance between the line L2L_2 and the zz-axis.

15

Six identical red balls and eight distinct blue balls are arranged randomly in a circle. Let PP be the probability that no two red balls are adjacent. Then the value of PP is:

16

Let xix_i be the number of ways to arrange i+1i+1 identical items in 2i+32i+3 spaces in a row such that no two items are adjacent, for i=1,2,3i = 1, 2, 3. Let yjy_j be the number of ways to arrange j+1j+1 identical items in 2j+22j+2 spaces in a row such that no two items are adjacent, for j=1,2,3j = 1, 2, 3. If MM is a 3×33 \times 3 matrix whose entries are given by Mi,j=(xi+yj2)M_{i,j} = \binom{x_i + y_j}{2}, find the value of det⁡(M)\det(M).

17

Let mm be the number of ways to arrange 5 identical black balls and 8 identical white balls in a row such that no two black balls are adjacent. Let nn be the number of such arrangements that are symmetric with respect to the center. Consider the function f:R→Rf:\mathbb{R} \to \mathbb{R} defined by f(x)=(x2−mnx+114)∣x−n∣f(x) = \left(x^2 - \frac{m}{n}x + 114\right) |x - n| Let ScS_c be the sum of all critical points of f(x)f(x) and SsS_s be the sum of all stationary points of f(x)f(x). Find the value of Sc+SsS_c + S_s.

18

Let SS be the set of all integers rr such that the binomial expansion of fr(x)=(x1r+x−1201−r)201f_r(x) = \left( x^{\frac{1}{\sqrt{r}}} + x^{-\frac{1}{\sqrt{201-r}}} \right)^{201} contains a term independent of xx. Find the number of elements in SS.

19

Let A=[aij]A = [a_{ij}] be a 4×44 \times 4 matrix where aija_{ij} represents the number of ways to select 22 distinct objects from a pool of i+ji+j distinct objects. Let B=adj(adj(A))B = \text{adj}(\text{adj}(A)). Find the value of det⁡(B3+2B2+5I4)\det(B^3 + 2B^2 + 5I_4), where I4I_4 is the 4×44 \times 4 identity matrix.

20

Let A={−5,−4,−3,−2,−1,1,2,3,4,5}A = \{-5, -4, -3, -2, -1, 1, 2, 3, 4, 5\}. Find the number of ordered triplets (a,b,c)(a,b,c) such that a∈Aa \in A, b∈Ab \in A, c∈Zc \in \mathbb{Z}, the line ax+by+c=0ax + by + c = 0 is tangent to the ellipse 9x2+4y2=369x^2 + 4y^2 = 36, and the distance between this line and its parallel tangent is 252\sqrt{5}.

21

In a continuous-time model of a combinatorial process, the sample space is partitioned into valid arrangements and total selections. The rate of generating valid arrangements is given by a(t)=t(5+2sin⁡(t2))a(t) = t(5 + 2\sin(t^2)), while the rate of generating total selections is s(t)=t(7+2sin⁡(t2))s(t) = t(7 + 2\sin(t^2)).

The cumulative measure of valid arrangements and total selections up to time xx are A(x)=∫0xa(t)dtA(x) = \int_0^x a(t) dt and S(x)=∫0xs(t)dtS(x) = \int_0^x s(t) dt, respectively.

The asymptotic probability of an arrangement being valid is defined as P=lim⁡x→∞A(x)S(x)P = \lim_{x \to \infty} \frac{A(x)}{S(x)}.

Find the value of PP.

22

Let SS be the set of all 3×33 \times 3 matrices AA of the form A=[abc0de00f]A = \begin{bmatrix} a & b & c \\ 0 & d & e \\ 0 & 0 & f \end{bmatrix} where a,b,c,d,e,fa, b, c, d, e, f are non-negative integers such that a+b+c+d+e+f=10a+b+c+d+e+f = 10. Find the number of matrices A∈SA \in S such that the matrix A2+adj(A)A^2 + \text{adj}(A) is singular.

23

Let SS be the set of all ordered triplets (x,y,z)(x, y, z) of non-negative integers satisfying the following conditions: x+y+z≤15x + y + z \le 15 2x+y+z−4≥1x+y+z−9\frac{2}{x+y+z-4} \ge \frac{1}{x+y+z-9} Find the total number of elements in the set SS.

24

A system distributes nn identical tasks to 3 distinct servers. The true probability that no server is idle is PP, assuming each task is assigned independently and uniformly at random to one of the servers. A flawed model assumes that all possible valid configurations (non-negative integer distributions of the nn tasks among the 3 servers) are equally likely, yielding a probability QQ that no server is idle. If PQ=5627\frac{P}{Q} = \frac{56}{27}, what is the value of nn?

25

A variable plane intersects the x,y,x, y, and zz axes at exactly one point each, denoted by A(a,0,0)A(a, 0, 0), B(0,b,0)B(0, b, 0), and C(0,0,c)C(0, 0, c) respectively, where a,b,a, b, and cc are non-negative integers satisfying a+b+c=20a + b + c = 20. Let NN be the number of such distinct planes. If VV is the maximum volume of the tetrahedron OABCOABC (where OO is the origin), find the value of N+VN + V.

26

Let S=∑k=152k+1k2(k+1)2S = \sum_{k=1}^{5} \frac{2k+1}{k^2(k+1)^2} and n=11−Sn = \frac{1}{\sqrt{1 - S}}. Find the number of integer solutions (x1,x2,x3,x4)(x_1, x_2, x_3, x_4) to the equation x1+x2+x3+x4=nx_1 + x_2 + x_3 + x_4 = n such that ∣xi∣≤5|x_i| \le 5 for all i=1,2,3,4i = 1, 2, 3, 4.

27

Let SnS_n be the set of all permutations of the set {1,2,…,n}\{1, 2, \dots, n\} where n≥4n \ge 4. A permutation π\pi is chosen uniformly at random from SnS_n. Let XX denote the number of fixed points of π\pi (i.e., the number of integers ii such that π(i)=i\pi(i) = i). What is the expected value of X3X^3, denoted by E(X3)E(X^3)?

28

Let n≥4n \ge 4 be an integer. Let A=[aij]A = [a_{ij}] be an n×nn \times n matrix where aija_{ij} is the number of derangements of the set {1,2,…,n}\{1, 2, \dots, n\} that map ii to jj. Let DnD_n be the total number of derangements of nn objects. If II is the n×nn \times n identity matrix, which of the following represents the value of det⁡(A)−det⁡(A−DnI)\det(A) - \det(A - D_n I)?

29

Let DkD_k denote the number of derangements of kk distinct objects, with D0=1D_0 = 1. Define the sequence SnS_n as: Sn=∑k=0n(nk)Dk(−1)n−kS_n = \sum_{k=0}^{n} \binom{n}{k} D_k (-1)^{n-k} Which of the following represents the value of lim⁡n→∞Snn!\lim_{n \to \infty} \frac{S_n}{n!}?

30

Let S={1,2,3,4,5}S = \{1, 2, 3, 4, 5\}. Find the number of permutations π\pi of SS such that π(i)≠i\pi(i) \neq i for all 1≤i≤51 \le i \le 5, and additionally π(1)≠2\pi(1) \neq 2, π(2)≠3\pi(2) \neq 3, and π(3)≠1\pi(3) \neq 1.

31

Let P(x)=∣x−4−1−1−1−1x−4−1−1−1−1x−4−1−1−1−1x−4∣P(x) = \begin{vmatrix} x-4 & -1 & -1 & -1 \\ -1 & x-4 & -1 & -1 \\ -1 & -1 & x-4 & -1 \\ -1 & -1 & -1 & x-4 \end{vmatrix}. Let n1,n2,n3,n4n_1, n_2, n_3, n_4 be the roots of the equation P(x)=0P(x) = 0. A set of N=∑i=14niN = \sum_{i=1}^4 n_i distinct items is to be divided into four unlabeled groups such that the sizes of the groups are n1,n2,n3,n_1, n_2, n_3, and n4n_4. Let WW be the number of ways to perform this division. Find the value of WW.

32

Let S={1,2,3,4,5,6,7,8}S = \{1, 2, 3, 4, 5, 6, 7, 8\}. A partition of SS into four disjoint subsets A,B,C,DA, B, C, D, each of size 2, is chosen. Let sA,sB,sC,sDs_A, s_B, s_C, s_D denote the sum of the elements in A,B,C,DA, B, C, D respectively. A function f:[0,4]→Rf: [0, 4] \to \mathbb{R} is defined as: f(x)={2x+sA0≤x<1x2+sB1≤x<23x+sC2≤x<34x+sD3≤x≤4f(x) = \begin{cases} 2x + s_A & 0 \le x < 1 \\ x^2 + s_B & 1 \le x < 2 \\ 3x + s_C & 2 \le x < 3 \\ 4x + s_D & 3 \le x \le 4 \end{cases} Find the number of ordered quadruplets of subsets (A,B,C,D)(A, B, C, D) such that there exists a continuous injective function g:R→Rg: \mathbb{R} \to \mathbb{R} for which the composite function h(x)=g(f(x))h(x) = g(f(x)) is continuous on [0,4][0, 4].

33

Let NN be the number of ways to divide a set of 8 distinct points into two equal groups. Consider two skew lines L1L_1 and L2L_2 in R3\mathbb{R}^3, where L1L_1 passes through the point (N,0,0)(N, 0, 0) and is parallel to the vector 3i^−2j^3\hat{i} - 2\hat{j}, and L2L_2 passes through the point (0,N,0)(0, N, 0) and is parallel to the vector 3i^−k^3\hat{i} - \hat{k}. The shortest distance between the lines L1L_1 and L2L_2 is:

34

A researcher is distributing 66 distinct energy modules and 1414 identical cooling units into 44 distinct server racks. Each rack must receive at least 11 energy module and at least 22 cooling units to function properly. Due to spatial limitations, no server rack can contain more than 1010 items in total (energy modules and cooling units combined). Find the total number of valid distributions.

35

Let AA be a matrix of order 3×33 \times 3 such that ∣A∣=2|A| = 2. Let λ∈R\lambda \in \mathbb{R} be the real root of the equation ∣−λA∣+λ2∣A∣=24|-\lambda A| + \lambda^2 |A| = 24 Consider the following set SS of 5 linear equations in variables x,y,zx, y, z: \begin{align*} E_1&: x + 2y + 3z = 1 \ E_2&: 2x + 3y + 4z = 2 \ E_3&: 3x + 4y + 5z = 3 \ E_4&: 4x + 5y + 6z = \lambda^2 \ E_5&: 5x + 6y + 7z = \lambda + 7 \end{align*} Find the number of non-empty subsets of SS that form a consistent system of equations.

36

A dataset SS is formed by the following process: For every possible non-empty selection of items from a collection of 3 identical red, 3 identical blue, and 3 identical green balls, the total number of balls in the selection is recorded as a data point in SS. Let δ\delta be the minimum possible value of the mean deviation of SS about any real number α\alpha. Find the value of 63δ63 \delta.

37

Consider the set of functions S={f1,f2,f3,f4,f5}S = \{f_1, f_2, f_3, f_4, f_5\} from R\mathbb{R} to R\mathbb{R} defined as: f1(x)=−ex,f2(x)=x3+x,f3(x)=x4+x2f_1(x) = -e^x, \quad f_2(x) = x^3 + x, \quad f_3(x) = x^4 + x^2 f4(x)=−x5−x,f5(x)=ln⁡(ex+1)f_4(x) = -x^5 - x, \quad f_5(x) = \ln(e^x + 1) A non-empty subset of SS is chosen and its elements are composed in decreasing order of their indices to form a new function H(x)H(x). (For example, if {f1,f3,f4}\{f_1, f_3, f_4\} is chosen, H(x)=f4(f3(f1(x)))H(x) = f_4(f_3(f_1(x)))). Find the number of such subsets for which H(x)H(x) is strictly increasing on R\mathbb{R}.

38

Let S={v⃗1,v⃗2,…,v⃗n}S = \{\vec{v}_1, \vec{v}_2, \dots, \vec{v}_n\} be a set of vectors where v⃗k=(2k−1)i^+4j^+(8−k)k^\vec{v}_k = (2k-1)\hat{i} + 4\hat{j} + (8-k)\hat{k}. The total number of ways to select a non-empty subset of vectors from SS is 10231023. Let Π1\Pi_1 be the plane containing the vectors v⃗1\vec{v}_1 and v⃗2\vec{v}_2, and Π2\Pi_2 be the plane containing the vectors v⃗3\vec{v}_3 and v⃗4\vec{v}_4. If θ\theta is the acute angle between the planes Π1\Pi_1 and Π2\Pi_2, evaluate the expression: E=cos⁡θ(n2)∑1≤i<j≤n∣v⃗i∣2∣v⃗j∣2−(v⃗i⋅v⃗j)2(j−i)2+sin⁡θ∑k=1n∣v⃗k∣4E = \frac{\cos \theta}{\binom{n}{2}} \sum_{1 \le i < j \le n} \frac{|\vec{v}_i|^2 |\vec{v}_j|^2 - (\vec{v}_i \cdot \vec{v}_j)^2}{(j-i)^2} + \sin \theta \sum_{k=1}^n |\vec{v}_k|^4

39

Let NN be the total number of ways to select at least one fruit from a basket containing exactly 2 identical apples and 2 identical bananas. Let a function f:R→Rf: \mathbb{R} \to \mathbb{R} be defined as f(x)=∣∫0x(t−1)Ndt∫0x(t−1)N+1dt∫0x(t−1)N+2dt123456∣f(x) = \begin{vmatrix} \int_0^x (t-1)^N dt & \int_0^x (t-1)^{N+1} dt & \int_0^x (t-1)^{N+2} dt \\ 1 & 2 & 3 \\ 4 & 5 & 6 \end{vmatrix} Let mm and nn be the number of local maxima and local minima of f(x)f(x), respectively. Find the ordered pair (m,n)(m, n).

40

Let NN be the number of ways to select at least one fruit from a basket containing 2 identical apples, 3 identical mangoes, and 4 identical oranges. Let P(x)=1N∑k=0Nk2(Nk)xk(1−x)N−k,x∈RP(x) = \frac{1}{N} \sum_{k=0}^{N} k^2 \binom{N}{k} x^k (1-x)^{N-k}, \quad x \in \mathbb{R} If the solution set of the inequality [P(x)−26x]≤1\left[ P(x) - 26x \right] \le 1 is x∈(a,b)x \in (a, b), where [⋅][\cdot] denotes the greatest integer function, then the value of b−ab - a is:

41

Four distinct energy states can each hold a maximum of 55 identical quantum particles. 1414 such identical particles are distributed among these 44 states. Let SS be the sample space of all valid distributions. A distribution is selected at random from SS. Let EE be the event that the selected distribution has \textit{exactly one} energy state containing exactly 55 particles.

If this selection process is repeated independently with replacement, what is the probability that the 3rd3^{\text{rd}} occurrence of event EE happens exactly on the 6th6^{\text{th}} selection?

42

Let aa be the number of ways to select 4 items from 3 distinct types of items (assuming an unlimited supply of each type). Let bb be the number of ways to distribute 5 identical balls into 3 distinct boxes such that each box receives at least 1 ball. Let cc be the number of ways to select 2 items from 4 distinct types of items (assuming an unlimited supply of each type). Consider the system of linear equations: a11x+a12y+a13z=d1a21x+a22y+a23z=d2a31x+a32y+a33z=d3\begin{aligned} a_{11}x + a_{12}y + a_{13}z &= d_1 \\ a_{21}x + a_{22}y + a_{23}z &= d_2 \\ a_{31}x + a_{32}y + a_{33}z &= d_3 \end{aligned} where the coefficient matrix M=[aij]M = [a_{ij}] is a skew-symmetric matrix with a12=aa_{12} = a, a13=ba_{13} = b, and a23=ca_{23} = c. If the system has infinitely many solutions, the vector d⃗=d1i^+d2j^+d3k^\vec{d} = d_1 \hat{i} + d_2 \hat{j} + d_3 \hat{k} must be orthogonal to which of the following vectors?

43

Let NN be the number of ways to select 4 items from a collection of 3 identical apples, 4 identical oranges, and 5 identical bananas. Let PP be a plane with normal vector n⃗=a⃗×b⃗\vec{n} = \vec{a} \times \vec{b}, where a⃗=i^+2j^−k^\vec{a} = \hat{i} + 2\hat{j} - \hat{k} and b⃗=2i^−j^+k^\vec{b} = 2\hat{i} - \hat{j} + \hat{k}. The plane PP satisfies the equation r⃗⋅n⃗=N\vec{r} \cdot \vec{n} = N. Let L1L_1 be the line x−21=y+12=z−1−1\frac{x-2}{1} = \frac{y+1}{2} = \frac{z-1}{-1}, and let L2L_2 be the orthogonal projection of the line L1L_1 onto the plane PP. If L3L_3 is the line 5x−25=5y−45=z+11\frac{5x-2}{5} = \frac{5y-4}{5} = \frac{z+1}{1}, find the shortest distance between the lines L2L_2 and L3L_3.

44

Let NN be the number of ways to select 4 items from a collection comprising 3 identical apples, 3 identical bananas, and 3 identical cherries. Let I=∫1/eeN/6∣ln⁡x∣x2dxI = \int_{1/e}^{e^{N/6}} \frac{|\ln x|}{x^2} dx. Which of the following inequalities holds true?

45

Let f(x)=10x2+1f(x) = \frac{10}{x^2+1} and K={[f(x)]:x∈[1,2]}K = \{ [f(x)] : x \in [1, 2] \}, where [⋅][ \cdot ] denotes the greatest integer function. For each k∈Kk \in K, a set SkS_k consisting of exactly kk distinct elements is given. Let WkW_k be the number of ordered pairs (A,B)(A, B) of subsets of SkS_k such that A∩B≠∅A \cap B \neq \emptyset. Find the value of ∑k∈KWk\sum_{k \in K} W_k.

46

Let S={1,2,3,4,5,6,7,8}S = \{1, 2, 3, 4, 5, 6, 7, 8\}. Two subsets AA and BB of SS, each containing exactly 4 elements, are chosen independently and uniformly at random. Let EE be the event that 1∈A∩B1 \in A \cap B or 2∈A∩B2 \in A \cap B. Given that A∩B≠∅A \cap B \neq \emptyset, the probability of event EE occurring is mn\frac{m}{n}, where mm and nn are coprime positive integers. Find the value of m+nm+n.

47

Two students independently select a subset of items from a common pool of nn distinct items. Let kk be the number of ways they can make their selections such that their chosen subsets have at least one item in common.

A point PP divides the line segment joining A(3,−10,−2)A(3, -10, -2) and B(13,23,23)B\left(\frac{1}{3}, \frac{2}{3}, \frac{2}{3}\right) internally in the ratio k:1k:1. If the coordinates of PP represent the direction cosines of a line, find the value of nn.

48

Let S={1,2,3,…,20}S = \{1, 2, 3, \dots, 20\}. Three sets A,B,A, B, and CC are defined as follows: A={x∈S∣sgn(x2−15x+50)≤0}A = \{x \in S \mid \text{sgn}(x^2 - 15x + 50) \le 0\} B={x∈S∣sgn(x2−21x+104)≤0}B = \{x \in S \mid \text{sgn}(x^2 - 21x + 104) \le 0\} C={x∈S∣sgn(x2−12x+27)≤0}C = \{x \in S \mid \text{sgn}(x^2 - 12x + 27) \le 0\} where sgn(⋅)\text{sgn}(\cdot) denotes the signum function. Find the number of ways to select 3 distinct elements from SS such that the selection contains at least one element from A∩BA \cap B and at least one element from CC.

49

Let AA be a 3×33 \times 3 matrix whose characteristic equation is x3−c1x2+c2x−c3=0x^3 - c_1 x^2 + c_2 x - c_3 = 0. The roots of this equation are λ1,λ2,\lambda_1, \lambda_2, and λ3\lambda_3, which are given by: λ1=∑n=160E2(n!),λ2=∑n=175E3(n!),λ3=∑n=1100E5(n!)\lambda_1 = \sum_{n=1}^{60} E_2(n!), \quad \lambda_2 = \sum_{n=1}^{75} E_3(n!), \quad \lambda_3 = \sum_{n=1}^{100} E_5(n!) where Ep(k)E_p(k) denotes the exponent of the highest power of prime pp dividing kk. Find the value of c1c_1.

50

Let VV be the maximum absolute value among all terms in the binomial expansion of (5+2x)100(5 + 2x)^{100} for a given integer xx. Let SS be the set of all integers xx such that E3(V)=4E_3(V) = 4, where Ep(N)E_p(N) denotes the exponent of the highest power of prime pp dividing NN. Find the value of ∑x∈Sx2\sum_{x \in S} x^2.

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