Chapter 5: Combinatorics
Systematically counting, arranging, and selecting objects to solve complex real-world decision problems.
Core Vocabulary & Definitions
- Fundamental Principle of Counting: A foundational counting strategy that breaks complex multi-stage decisions into individual sequential steps using addition or multiplication rules.
- Factorial (n!): The product of all consecutive descending positive integers from n down to 1 (n! = n × (n - 1) × ... × 1), with 0! = 1 by definition.
- Permutation (nPr): An ordered arrangement of r distinct objects chosen from a total set of n objects, where the exact sequence or position strictly matters.
- Combination (nCr): A grouping or selection of r distinct objects chosen from a total set of n objects, where the arrangement sequence is completely irrelevant.
- Tree Diagram: A visual branching diagram used to map out and verify every possible outcome across successive decision steps.
Essential Formulas & Identities
Visual: Permutation vs Combination
Permutations care about sequence; combinations only care about the group.
Visual: Multiplication Tree (m × n)
Multiply choices across each stage (m × n).
Algorithm: Permutation vs. Combination Problems
Analyze Order
Does swapping items create a distinct outcome? If YES (passcodes, ranks), use Permutation. If NO (committees, teams), use Combination.
Check Parameters
Identify total items (n) and selected items (r). Check if repetition is allowed or forbidden in the problem context.
Apply Formula
Permutation: nPr = n! / (n - r)!. Combination: nCr = n! / [r!(n - r)!]. (Use nr if repetition allowed).
Combine Stages
If independent decisions are connected by AND, multiply them. If mutually exclusive options are connected by OR, add them.
Visual: Pascal's Triangle
Each number is the sum of the two directly above it.
Key Properties & Proofs
- Symmetric Combination Property: Selecting r objects from n is identical to leaving n - r objects behind.
nCr = nCn-r
nCr + nCr-1 = n+1Cr
nC0 + nC1 + ... + nCn = 2n
Common Pitfalls & Exam Traps
Pitfall 1 (Using Permutation instead of Combination): Using nPr instead of nCr when picking a 3-person committee from 10 people, leading to overcounting by 3! = 6 times.
Correction: Ask yourself: "Does changing the internal order create a new outcome?" If selecting A, B, C is identical to C, B, A, always use Combination.
Pitfall 2 (Double-Counting Overlapping Options): Adding options using m + n when the two groups of choices are not mutually exclusive (they share common outcomes).
Correction: Apply the Addition Rule only when choices are completely disjoint. If they overlap, subtract the shared intersection: n(A U B) = n(A) + n(B) - n(A n B).