Hierarchica graph drawing using genetic algorithms. We start with a hierarchical graph containing multiple layers and we create a group of chromozoms from the input layered graph. We have inter-layer and intra-layer crossing. We use the minimum edge crossing as the principal criteria to sort chromozom. The genetic algorithm offers very good result for large graphs.