Cancer cells obtain mutations which rely on the production of diffusible growth factors to confer a fitness benefit. These can be considered cooperative, and studied as public goods games within framework evolutionary game theory. The population structure, benefit function update rule all influence success cooperators. We model evolution cooperation in epithelial using Voronoi tessellation mode...