The peaks and geometry of fitness landscapes

► We study qualitative aspects of gene interactions and fitness landscapes. ► A sufficient local condition for multiple peaks is given. ► The fitness graph reveals sign epistasis and other coarse properties. ► The shape, as defined in the geometric theory, reveals all gene interactions. ► Fitness graphs and shapes provide complementary information.