Interface reconstruction between two conducting fluids applying genetic algorithms

In magnetic fluid dynamics, there appears the problem of reconstruction of free boundary between conducting fluids, e.g., in aluminum electrolysis cells. We have investigated how the interface between two fluids of different conductivity of a highly simplified model of an aluminum electrolysis cell could be reconstructed by means of external magnetic field measurements using a simple genetic algorithm.