One presents methodology and algorithms to prepare a causal system in order to achieve desired performances if only input-output data are known and when no other informations are available. This can be done with mean of evolutionnary programming and set inversion methods, such as PSI-algorithm or SIvIA.
@article{arxiv.1203.0388,
title = {System adjustment for targeted performance combining symbolic regression and set inversion},
author = {Abdelouahab Kenoufi and Jean-François Osselin and Bernard Durand},
journal= {arXiv preprint arXiv:1203.0388},
year = {2012}
}