Draw a Venn diagram and decide region by region what belongs to the set expression.
For counting problems, fill in the regions from the centre outwards: all sets, then pairs, then single sets, then the outside.
Use inclusion–exclusion as a check: |A ∪ B| = |A| + |B| − |A ∩ B|.
For a relation, test each property on every pair and give one counterexample when it fails.
For a function, count the arrows arriving at each element of B: at most one means injective, at least one surjective.
Graph theory
Handshake lemma
Σ deg(v) = 2|E|
Complete graphs
|E(Kn)| = n(n − 1)/2, |E(Km,n)| = m·n
Regular graph
|E| = n·k/2
Tree and forest
|E| = n − 1, |E| = n − c
Leaves of a tree
L = 2 + Σ (deg(v) − 2) over deg(v) ≥ 3
Euler
circuit: all degrees even; path: exactly 2 odd degrees
Hamilton circuits in Kn
(n − 1)!/2
Dijkstra update
d(v) = min(d(v), d(u) + w(u, v))
Walks of length L
(Mᴸ)ij
Method
Write down the degree of every vertex; the degrees add up to twice the number of edges.
For Euler questions, check that the graph is connected and count the vertices with odd degree.
For trees, use n − 1 edges and the handshake lemma.
For Dijkstra, keep a table of tentative distances and settle the smallest unsettled vertex each round.
For a minimum spanning tree, sort the edges by weight and skip every edge that closes a cycle (Kruskal), or grow one tree from a start vertex (Prim).
Number theory & modular arithmetic
Division with remainder
a = q·n + r, 0 ≤ r < n
Euclid
gcd(a, b) = gcd(b, a mod b)
Least common multiple
lcm(a, b) = a·b/gcd(a, b)
Inverse
a·a⁻¹ ≡ 1 (mod n), gcd(a, n) = 1
Linear congruence
a·x ≡ b → x ≡ a⁻¹·b (mod n)
Euler’s totient
φ(n) = n·∏(1 − 1/p), φ(pᵏ) = pᵏ − pᵏ⁻¹
Fermat
aᵖ⁻¹ ≡ 1 (mod p)
RSA
n = pq, φ = (p − 1)(q − 1), d = e⁻¹ mod φ, c = mᵉ mod n, m = cᵈ mod n
Method
Reduce every number modulo n first; remainders lie between 0 and n − 1.
For a gcd, divide repeatedly with Euclid’s algorithm; the last nonzero remainder is the gcd.
For an inverse, run the extended algorithm and keep the coefficient of a; add n if it is negative.
Solve a·x ≡ b by multiplying with a⁻¹; combine two congruences by writing x = r₁ + m₁k.
For powers, write the exponent in binary and square repeatedly; in RSA, d = e⁻¹ mod φ(n) with φ(n) = (p − 1)(q − 1).
2Practice problems
1.Propositional logic & proofsMedium
You want to prove (q ∧ p) → ¬r by contrapositive. Which implication do you prove instead? Click it.
(q ∧ p) → ¬r
1¬r → (q ∧ p)
2¬(q ∧ p) → ¬¬r
3¬¬r → ¬(q ∧ p)
4(q ∧ p) ∧ ¬¬r
2.Propositional logic & proofsHard
Which statement is equivalent to ¬∀x (P(x) ∨ Q(x)), with the negation moved all the way inside? Click it.
¬∀x (P(x) ∨ Q(x))
1∀x (¬P(x) ∧ ¬Q(x))
2∃x (¬P(x) ∧ ¬Q(x))
3∃x (¬P(x) ∨ ¬Q(x))
4∀x (¬P(x) ∨ ¬Q(x))
3.Sets, relations & functionsMedium
R = {(1, 2), (1, 3), (2, 2), (2, 3), (3, 2)} is a relation on {1, 2, 3}. What is the smallest number k of ordered pairs that must be added to R to make it reflexive?
R = {(1, 2), (1, 3), (2, 2), (2, 3), (3, 2)}
k =
4.Sets, relations & functionsHard
The functions f and g on {1, 2, 3, 4, 5} are given by their tables. Find (f ∘ f)(5).
A connected graph has 9 vertices and 12 edges. How many edges k must be removed to leave a spanning tree?
|V| = 9|E| = 12
k =
6.Graph theoryHard
Find the total weight W of a minimum spanning tree of the weighted graph.
|V| = 7|E| = 9
W =
7.Number theory & modular arithmeticMedium
Find the inverse of 30 modulo 83: the number x with 0 < x < 83 and 30·x ≡ 1 (mod 83).
a = 30n = 83
30−1 mod 83 =
8.Number theory & modular arithmeticHard
An RSA key uses p = 19, q = 29 and e = 19. Decrypt the ciphertext c = 338: find the message m.
p = 19q = 29e = 19c = 338
m =
3Solutions
1.Propositional logic & proofs
Answer: ¬¬r → ¬(q ∧ p)
Logical equivalence: two formulas are equivalent (≡) when they have the same value in every row of the truth table. A tautology is 1 in every row, a contradiction is 0 in every row, and a contingency is neither. Useful laws: De Morgan, ¬(a ∧ b) ≡ ¬a ∨ ¬b and ¬(a ∨ b) ≡ ¬a ∧ ¬b; a → b ≡ ¬a ∨ b ≡ ¬b → ¬a (contrapositive); ¬(a → b) ≡ a ∧ ¬b; and the distributive laws, a ∨ (b ∧ c) ≡ (a ∨ b) ∧ (a ∨ c).
Parts of the implication
a = q ∧ p, b = ¬r
Contrapositive
¬b → ¬a = ¬¬r → ¬(q ∧ p)
Answer
¬¬r → ¬(q ∧ p)
The contrapositive is equivalent to the original statement, so proving it proves the statement.
2.Propositional logic & proofs
Answer: ∃x (¬P(x) ∧ ¬Q(x))
Quantifiers and arguments: ¬∀x P(x) ≡ ∃x ¬P(x) and ¬∃x P(x) ≡ ∀x ¬P(x). Move a negation inwards, swap every quantifier it passes, and negate the inner formula with the propositional laws, such as ¬(a → b) ≡ a ∧ ¬b. An argument is valid when the conclusion is 1 in every row in which all premises are 1. A single row with true premises and a false conclusion is a counterexample and shows the argument is invalid.
Move the negation inwards
¬∀x (P(x) ∨ Q(x)) ≡ ∃x (¬P(x) ∧ ¬Q(x))
Answer
∃x (¬P(x) ∧ ¬Q(x))
The other options either keep a quantifier unchanged, change the order of the quantifiers, or negate the inner formula wrongly.
3.Sets, relations & functions
Answer: k = 2
Relations: a relation R on a set X is a set of ordered pairs (x, y). R is reflexive when (x, x) ∈ R for every x in X; symmetric when (x, y) ∈ R always comes with (y, x) ∈ R; antisymmetric when (x, y) and (y, x) are both in R only if x = y; and transitive when (x, y) and (y, z) in R force (x, z) ∈ R. An equivalence relation is reflexive, symmetric and transitive, and splits X into disjoint classes.
Pairs to add
{(1, 1), (3, 3)}
Count
k = 2
Answer
k = 2
4.Sets, relations & functions
Answer: (f ∘ f)(5) = 4
Functions and counting: a function f: A → B gives every element of A exactly one image in B. f is injective (one-to-one) when different elements have different images, surjective (onto) when every element of B is an image, and bijective when both hold. With |A| = m and |B| = n there are nᵐ functions, n!/(n − m)! injective ones (m ≤ n), and by inclusion–exclusion Σ (−1)ᵏ·C(n, k)·(n − k)ᵐ surjective ones. |𝒫(A)| = 2ᵐ and |A × B| = m·n.
Inner function
f(5) = 1
Outer function
f(1) = 4
(f ∘ f)(5) = 4
Answer
(f ∘ f)(5) = 4
5.Graph theory
Answer: k = 4
Euler, Hamilton and trees: a connected graph has an Euler circuit (every edge once, back to the start) when every vertex has even degree, and an Euler path that is not a circuit when exactly two vertices have odd degree; the path then runs from one odd vertex to the other. A Hamilton circuit visits every vertex once; Kn has (n − 1)!/2 of them. A tree on n vertices has n − 1 edges, and a connected graph with m edges keeps a spanning tree after removing m − n + 1 edges.
Edges of a spanning tree
9 − 1 = 8
Edges to remove
k = 12 − 8 = 4
Answer
k = 4
6.Graph theory
Answer: W = 56
Shortest paths and spanning trees: Dijkstra’s algorithm settles one vertex per round: the unsettled vertex with the smallest tentative distance. Its distance is then final, and every neighbour v gets d(v) = min(d(v), d(u) + w(u, v)). Kruskal’s algorithm builds a minimum spanning tree by taking the edges from light to heavy and skipping any edge that would close a cycle; Prim’s algorithm grows one tree from a start vertex by always adding the lightest edge that leaves it. A spanning tree of n vertices has n − 1 edges.
Kruskal’s algorithm
GD (4): take
BC (6): take
AB (7): take
CE (10): take
AC (11): skip, closes a cycle
DE (14): take
EF (15): take
Total weight
W = 4 + 6 + 7 + 10 + 14 + 15 = 56
Answer
W = 56
7.Number theory & modular arithmetic
Answer: 30−1 mod 83 = 36
Inverses and congruences: a has an inverse modulo n exactly when gcd(a, n) = 1. The extended Euclidean algorithm writes 1 = s·n + t·a, and then a⁻¹ ≡ t (mod n). A congruence a·x ≡ b (mod n) with gcd(a, n) = 1 has the solution x ≡ a⁻¹·b. Two congruences x ≡ r₁ (mod m₁) and x ≡ r₂ (mod m₂) with coprime moduli have one solution modulo m₁·m₂ (Chinese remainder theorem). Euler’s φ(n) counts the numbers from 1 to n that are coprime to n: φ(n) = n·∏(1 − 1/p).
Extended Euclidean algorithm
Each remainder r is written as r ≡ t·30 (mod 83).
r = 83, t = 0
r = 30, q = 2, t = 1
r = 23, q = 1, t = −2
r = 7, q = 3, t = 3
r = 2, q = 3, t = −11
r = 1, q = 2, t = 36
Inverse
1 ≡ 36·30 (mod 83)
x = 36
check: 30·36 = 1080 = 13·83 + 1
Answer
30−1 mod 83 = 36
8.Number theory & modular arithmetic
Answer: m = 15
Modular powers and RSA: compute aᵏ mod n by repeated squaring: write k in binary, square, reduce after every step and multiply the powers whose bit is 1. Fermat: aᵖ⁻¹ ≡ 1 (mod p) for a prime p not dividing a, so the exponent can be reduced modulo p − 1. RSA: choose primes p and q, n = p·q and φ(n) = (p − 1)(q − 1); the public exponent e is coprime to φ(n), and the private exponent is d = e⁻¹ mod φ(n). Encrypt with c = mᵉ mod n and decrypt with m = cᵈ mod n.