Multi-objective optimization based on the utopian point method applied to a case study of osmotic dehydration of plums and its storage

作者: Agnieszka Szparaga , Marta Stachnik , Ewa Czerwińska , Sławomir Kocira , Maria Dymkowska-Malesa

DOI: 10.1016/J.JFOODENG.2018.10.014

关键词: Mathematical optimizationLimit (mathematics)MATLABMulti-objective optimizationMathematicsProcess (computing)Set (abstract data type)MaximizationCold storageOsmotic dehydration

摘要: Abstract In this study, authors present the results of multi-objective optimization parameters osmotic dehydration plum and its storage conditions. Multi-objective is a method multiple criteria decision making involving more than one objective function to be optimized simultaneously. The functions are conflicting an infinite number Pareto optimal solutions possible. A solution if none can improved in value without degrading some other values. All considered equally good, choice subjective. To limit subjectivism Utopian point Multidimensional Euclidean metrics was applied. idea minimize distance between non-existing Pareto-optimal solutions. This approach offered relation cost solution, time process, duration by considering following factors: content dry mass, reducing sugars, extract, as well amount leak after thawing. Authors made minimizing with simultaneous maximization quality product. were obtained use MATLAB program. Furthermore, multidimensional preferences applied find set best for production process. Two sets obtained. First process minimizing: concentration solution: 0.55%; draining:, 1 h 42 min; cold storage: 6 months; thawing: microwave. Second focused on are: 0.65%; draining:3 h; 5 months 21 days;

参考文章(20)
Sanghamitra Bandyopadhyay, Sriparna Saha, Some Single- and Multiobjective Optimization Techniques Springer, Berlin, Heidelberg. pp. 17- 58 ,(2013) , 10.1007/978-3-642-32451-2_2
Joanna Piepiórka-Stepuk, Jarosław Diakun, Sylwia Mierzejewska, Poly-optimization of cleaning conditions for pipe systems and plate heat exchangers contaminated with hot milk using the Cleaning In Place method Journal of Cleaner Production. ,vol. 112, pp. 946- 952 ,(2016) , 10.1016/J.JCLEPRO.2015.09.018
N.K. Rastogi, K.S.M.S. Raghavarao, K. Niranjan, D. Knorr, Recent developments in osmotic dehydration: methods to enhance mass transfer Trends in Food Science and Technology. ,vol. 13, pp. 48- 59 ,(2002) , 10.1016/S0924-2244(02)00032-8
Robert C Soliva-Fortuny, Olga Martı́n-Belloso, New advances in extending the shelf-life of fresh-cut fruits: a review Trends in Food Science & Technology. ,vol. 14, pp. 341- 353 ,(2003) , 10.1016/S0924-2244(03)00054-2
Bahadur Singh, Parmjit S. Panesar, Vikas Nanda, John F. Kennedy, Optimisation of osmotic dehydration process of carrot cubes in mixtures of sucrose and sodium chloride solutions. Food Chemistry. ,vol. 123, pp. 590- 600 ,(2010) , 10.1016/J.FOODCHEM.2010.04.075
G. Chiandussi, M. Codegone, S. Ferrero, F.E. Varesio, Comparison of multi-objective optimization methodologies for engineering applications Computers & Mathematics With Applications. ,vol. 63, pp. 912- 942 ,(2012) , 10.1016/J.CAMWA.2011.11.057
L. Mayor, R. Moreira, F. Chenlo, A.M. Sereno, Kinetics of osmotic dehydration of pumpkin with sodium chloride solutions Journal of Food Engineering. ,vol. 74, pp. 253- 262 ,(2006) , 10.1016/J.JFOODENG.2005.03.003
I. Escriche, A. Chiralt, J. Moreno, J.A. Serra, Influence of Blanching-osmotic Dehydration Treatments on Volatile Fraction of Strawberries Journal of Food Science. ,vol. 65, pp. 1107- 1111 ,(2000) , 10.1111/J.1365-2621.2000.TB10247.X
Sandro M. Goñi, Viviana O. Salvadori, Model-based multi-objective optimization of beef roasting Journal of Food Engineering. ,vol. 111, pp. 92- 101 ,(2012) , 10.1016/J.JFOODENG.2012.01.022
A. Derossi, C. Severini, A. Del Mastro, T. De Pilli, Study and optimization of osmotic dehydration of cherry tomatoes in complex solution by response surface methodology and desirability approach Lwt - Food Science and Technology. ,vol. 60, pp. 641- 648 ,(2015) , 10.1016/J.LWT.2014.10.056