Comparison of estimation capabilities of response surface methodology (RSM) with artificial neural network (ANN) in lipase-catalyzed synthesis of palm-based wax ester

Mat Hadzir N(2001)Enzymatic alcoholysis of triolein to produce wax ester J Chem Technol Biotechnol 76 511-515

Basri M(1999)Enzymatic synthesis of wax esters from rapeseed fatty acid methyl esters and fatty alcohol J Am Oil Chem Soc 76 183-187

Rahman MBA(1992)Formation of jojoba oil analog by esterification of oleic acid using zeolite as catalyst Zeolites 26 233-236

Razak CNA(1991)Lipase-catalyzed production of wax esters J Am Oil Chem Soc 68 20-22

Rahman RNZA(2001)High yield preparation of wax esters via lipase-catalyzed esterification using fatty acids and alcohols from crambe and camelina oils J Agric Food Chem 49 647-651

Salleh AB(2007)Modeling and optimization II: Comparison of estimation capabilities of response surface methodology with artificial neural networks in a biochemical reaction J Food Engineering 78 846-854

Hallberg ML(2001)Response surface methodological approach for the synthesis of isobutyl isobutyrate Process Biochem 36 1103-1109

Wang D(2004)Response surface methodological study on lipase-catalyzed synthesis of amino acid surfactants Process Biochem 39 1511-1518

Harrod M(1995)Four-factor response surface optimization of the enzymatic modification of triolein to structured lipids J Am Oil Chem Soc 72 6-1197

Aracil J(2003)Studies on the optimized lipase-catalyzed biosynthesis of cis-3-hexen-1-yl acetate in n-hexane Process Biochem 38 1103-35

Mat Hadzir N(2001)Enzymatic alcoholysis of triolein to produce wax ester J Chem Technol Biotechnol 76 511-515

Basri M(1999)Enzymatic synthesis of wax esters from rapeseed fatty acid methyl esters and fatty alcohol J Am Oil Chem Soc 76 183-187

Rahman MBA(1992)Formation of jojoba oil analog by esterification of oleic acid using zeolite as catalyst Zeolites 26 233-236

Razak CNA(1991)Lipase-catalyzed production of wax esters J Am Oil Chem Soc 68 20-22

Rahman RNZA(2001)High yield preparation of wax esters via lipase-catalyzed esterification using fatty acids and alcohols from crambe and camelina oils J Agric Food Chem 49 647-651

Salleh AB(2007)Modeling and optimization II: Comparison of estimation capabilities of response surface methodology with artificial neural networks in a biochemical reaction J Food Engineering 78 846-854

Hallberg ML(2001)Response surface methodological approach for the synthesis of isobutyl isobutyrate Process Biochem 36 1103-1109

Wang D(2004)Response surface methodological study on lipase-catalyzed synthesis of amino acid surfactants Process Biochem 39 1511-1518

Harrod M(1995)Four-factor response surface optimization of the enzymatic modification of triolein to structured lipids J Am Oil Chem Soc 72 6-1197

Aracil J(2003)Studies on the optimized lipase-catalyzed biosynthesis of cis-3-hexen-1-yl acetate in n-hexane Process Biochem 38 1103-35