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TL;DR

Burnside's Lemma: Count distinct objects under symmetry by averaging fixed points over the symmetry group. This concept is essential for quantitative trading interviews and is frequently tested at top firms.

By Valenke Exam Prep Team·Last updated 2026-06-01
Combinatorics

Burnside's Lemma

Count distinct objects under symmetry by averaging fixed points over the symmetry group.

Burnside's lemma (also called the Cauchy-Frobenius lemma) counts the number of distinct objects under a group of symmetries: X/G=1GgGFix(g)|X/G| = \frac{1}{|G|} \sum_{g \in G} |\text{Fix}(g)| where X/G|X/G| is the number of distinct objects (orbits), GG is the symmetry group, and Fix(g)\text{Fix}(g) is the set of objects unchanged by symmetry gg. Intuition: "Count the average number of colorings fixed by each symmetry." If you have a necklace with nn beads and kk colors, the symmetries are rotations (and possibly reflections). For each rotation, count how many colorings look the same after that rotation. Average over all rotations. When to use: "How many distinct necklaces / bracelets / colorings are there, up to rotation / reflection?" Any time the problem says "considered the same under symmetry." Alternative approach: For simple cases, you can enumerate by hand or use inclusion-exclusion. Burnside is the systematic version. Example: How many distinct 4-bead necklaces with 2 colors? Symmetry group is rotations {0°,90°,180°,270°}\{0°, 90°, 180°, 270°\}. - 0° rotation: all 24=162^4 = 16 fixed - 90° rotation: all beads same color → 22 fixed - 180° rotation: beads pair up → 22=42^2 = 4 fixed - 270° rotation: same as 90° → 22 fixed Answer: 16+2+4+24=6\frac{16 + 2 + 4 + 2}{4} = 6.

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