“…This metaheuristic algorithm considers some elementary operations (selection, crossover, mutation) that are widely described in the literature (Konak et al, 2006). Several studies have used a GA as a multiobjective optimization solver in order to identify the operating input parameters of thermal or chemical processes (Yuzgec et al, 2006;Arbiza et al, 2008;Sendín et al, 2010;Liu and Sun, 2013). In addition, model predictive control (MPC) is a relatively recent technique for the optimal control of processes; by its simplicity, it has created a real interest in the industrial field (Morari and Leeb, 1999;Qin and Badgwellb, 2003).…”