HMatch reservoir parameter-estimation software is based on global optimization. It serves as a link between a global optimizer (GLOpt) and a reservoir simulator. It is designed to estimate reservoir permeability distribution or identify reservoir facies and can estimate hundreds of thousands of unknown gridblock parameters or facies.