This paper details an adaptive methodology that uses a genetic algorithm (GA) to deliver variations of a given mobile phone video game. The adaptive methodology uses the GA to generate an easier or harder game based on user-feedback of the desired level of difficulty. Game parameters are synthesised using empirically determined human user characteristics. The paper presents the results of a pilot study that confirm the success of the approach described herein.