“…Response surface and artificial neural network methodologies are commonly applied tools for modeling, optimization and statistical evaluations in biotechnological practices (Kalil et al, 2000). Production, modeling and optimization applications for enzymes, bio-surfactants, ethanol, gelling agents, pharmaceutical compounds, bio-fuels, pigments, and fermentation medium have been studied recently (Basri et al, 2007;Desai et al, 2008;Kashkouli et al, 2011;Nelofer et al, 2012;Zou et al, 2013;Pilkington et al, 2014;Dikshit and Tallapragada, 2015;Maran and Priya, 2015;del Rio-Chanona et al, 2016;Sehrawat et al, 2017;Wei et al, 2017;Shafi et al, 2018).…”