“…A commonly studied optimization problem (Chakravarthy et al, 1997;Garg et al, 1999;Lee et al, 1997;Mankar et al, 1999Mankar et al, , 2002Upreti et al, 2005) is to obtain the optimal temperature history (the control or decision variable), T op (t), that minimizes the total reaction time, t f , while simultaneously requiring the final values, x mf , M wf , and PDI f , of the monomer conversion, the weight-average molecular weight and the polydispersity index, respectively, to meet the desired specifications (these being equal to x md , M wd and PDI d , respectively). The adapted jumping gene algorithm, GA-II-aJG (Bhat, 2004;Guria et al, 2005), of the elitist version of genetic algorithm, GA-II (Deb, 2001) is used to obtain the optimal temperature histories for the bulk polymerization of MMA for different values of the initiator loadings, [I ] 0 .…”