The mastermind game is a board game which opposes a code maker and a code breaker. The code maker will have to come up with a random sequence of colors, and the codebreaker will have to try and find it. At every attempt, the code maker will have to give feedback to the codebreaker. My objective was to build an effective and non-time consuming solver. I have done so using a Genetic Algorithm coded in C++.