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TL;DR

Mixed Strategies & Indifference: Randomize over actions so your opponent cannot exploit you — found via the indifference principle. 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
Game Theory

Mixed Strategies & Indifference

Randomize over actions so your opponent cannot exploit you — found via the indifference principle.

Prerequisites

A mixed strategy assigns a probability distribution over a player's pure strategies. In a mixed strategy Nash equilibrium, each player randomizes in a way that makes the opponent indifferent among all strategies in their support. The indifference principle: If player 1 mixes over strategies A and B, then in equilibrium player 2's mixed strategy must make player 1's expected payoff from A equal to their expected payoff from B. Otherwise, player 1 would prefer one pure strategy over the other and would not mix. Concrete example — Matching Pennies: Player 1 chooses H or T, Player 2 chooses H or T. Player 1 wins if they match, Player 2 wins if they differ. Payoff matrix: (H,H)=(1,-1), (H,T)=(-1,1), (T,H)=(-1,1), (T,T)=(1,-1). Let Player 2 play H with probability qq. Player 1's payoff from H: q(1)+(1q)(1)=2q1q(1) + (1-q)(-1) = 2q-1. From T: q(1)+(1q)(1)=12qq(-1) + (1-q)(1) = 1-2q. Setting equal: 2q1=12qq=1/22q-1 = 1-2q \Rightarrow q = 12\frac{1}{2}. By symmetry, Player 1 also mixes 50-50. Computing mixed equilibria (2×\times2 games): 1. Assign probability pp to Player 1's first strategy 2. Write Player 2's expected payoffs from each pure strategy as functions of pp 3. Set them equal and solve for pp 4. Repeat for Player 2's mixing probability qq When to use: Zero-sum games (poker bluffing, penalty kicks), security games, and any setting where predictability can be exploited. In market making, randomizing quote placement prevents adversarial pattern detection.

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