Molla-Alizadeh-Zavardehi et al. (2011) proposed an artificial immune algorithm (AIA) and a GA based on the spanning tree and Prüfer number representation for solving capacitated fixed-charge transportation problem in a two-stage supply chain network and selecting the suitable values of the algorithms’ parameters that gives the best performances of such algorithms.