Using a new range encoding mapping, the differential evolution algorithm can be used to deal with discrete optimization problem.

First a partial differential diffusion equation is applied to solve the inverse map of robots which can keep the topology conserving performance during mapping.

Infrared imagery, being sensitive to differential heat capacity of the ground, has proved useful in mapping faults which behave as aquicludes.