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Volumn 85, Issue 4 C, 2007, Pages 336-343

Optimization of whole milk powder processing variables with neural networks and genetic algorithms

Author keywords

Free fat; Genetic algorithms; Milk powder; Neural networks; Optimization

Indexed keywords

BEVERAGES; DAIRY PRODUCTS; GENETIC ALGORITHMS; MIXERS (MACHINERY); NEURAL NETWORKS; OPTIMIZATION; REGRESSION ANALYSIS; TEMPERATURE;

EID: 38349141890     PISSN: 09603085     EISSN: None     Source Type: Journal    
DOI: 10.1205/fbp07074     Document Type: Article
Times cited : (35)

References (19)
  • 1
    • 85025341496 scopus 로고
    • Physical and microscopic characterization of dry whole milk with altered lactose content. 2. Effect of lactose crystallization
    • Aguilar, C.A. and Ziegler, G.R., 1994, Physical and microscopic characterization of dry whole milk with altered lactose content. 2. Effect of lactose crystallization, J Dairy Sci, 77: 1189-97.
    • (1994) J Dairy Sci , vol.77 , pp. 1189-1197
    • Aguilar, C.A.1    Ziegler, G.R.2
  • 2
    • 85031445531 scopus 로고    scopus 로고
    • Bose, N.K. and Liang, P., 1996, Neural Network Fundamentals with Graphs. Algorithms and Applications (McGraw-Hill series in electrical and computer engineering, NY, USA).
    • Bose, N.K. and Liang, P., 1996, Neural Network Fundamentals with Graphs. Algorithms and Applications (McGraw-Hill series in electrical and computer engineering, NY, USA).
  • 3
    • 0002756042 scopus 로고
    • GRNN and bear it
    • Caudill, M., 1993, GRNN and bear it, AI Expert, 8(5): 28-33.
    • (1993) AI Expert , vol.8 , Issue.5 , pp. 28-33
    • Caudill, M.1
  • 4
    • 0036643393 scopus 로고    scopus 로고
    • Modeling and optimization of variable retort temperature (VRT) thermal processing using coupled neural networks and genetic algorithms
    • Chen, C.R. and Ramaswamy, H.S., 2002, Modeling and optimization of variable retort temperature (VRT) thermal processing using coupled neural networks and genetic algorithms, J Food Engng, 53: 209-220.
    • (2002) J Food Engng , vol.53 , pp. 209-220
    • Chen, C.R.1    Ramaswamy, H.S.2
  • 6
    • 34547525049 scopus 로고    scopus 로고
    • Comparison of genetic algorithm and neural network approaches for the drying process of carrot
    • Erenturk, S. and Erenturk, K., 2007, Comparison of genetic algorithm and neural network approaches for the drying process of carrot, J Food Engng, 78: 905- 912.
    • (2007) J Food Engng , vol.78 , pp. 905-912
    • Erenturk, S.1    Erenturk, K.2
  • 7
    • 0006143105 scopus 로고
    • Optimization theory and its application in food processing
    • Evans, L.B., 1982, Optimization theory and its application in food processing, Food Technology, 6: 88-93.
    • (1982) Food Technology , vol.6 , pp. 88-93
    • Evans, L.B.1
  • 8
    • 33745947864 scopus 로고    scopus 로고
    • Application of genetic algorithm for optimization of vegetable oil hydrogenation process
    • Izadifar, M. and Jahromi, M.Z., 2007, Application of genetic algorithm for optimization of vegetable oil hydrogenation process, J Food Engng, 78: 1-8.
    • (2007) J Food Engng , vol.78 , pp. 1-8
    • Izadifar, M.1    Jahromi, M.Z.2
  • 9
    • 0037280779 scopus 로고    scopus 로고
    • A process for increasing the free fat content of spray-dried whole milk powder
    • Koc, A.B., Heinemann, P.H. and Ziegler, G.R., 2003, A process for increasing the free fat content of spray-dried whole milk powder, J Food Sci, 68(l): 210-216.
    • (2003) J Food Sci , vol.68 , Issue.L , pp. 210-216
    • Koc, A.B.1    Heinemann, P.H.2    Ziegler, G.R.3
  • 11
    • 33846614137 scopus 로고    scopus 로고
    • A neural network for predicting moisture content of grain drying process using genetic algorithm
    • Liu, X., Chen, X., Wu, W. and Peng, G., 2007, A neural network for predicting moisture content of grain drying process using genetic algorithm, Food Control, 18: 928-933.
    • (2007) Food Control , vol.18 , pp. 928-933
    • Liu, X.1    Chen, X.2    Wu, W.3    Peng, G.4
  • 13
    • 0242381892 scopus 로고    scopus 로고
    • Dynamic optimization using neural networks and genetic algorithms for tomato cool storage to minimize water loss
    • Morimoto, T., Tu, K., Hatou, K. and Hashimoto, Y., 2003, Dynamic optimization using neural networks and genetic algorithms for tomato cool storage to minimize water loss, Transactions of the ASAE, 46: 1151-1159.
    • (2003) Transactions of the ASAE , vol.46 , pp. 1151-1159
    • Morimoto, T.1    Tu, K.2    Hatou, K.3    Hashimoto, Y.4
  • 14
    • 0031147678 scopus 로고    scopus 로고
    • Spectrum analyses of mixing power curves for neural network prediction of dough rheological properties
    • Ruan, R., Almaer, S., Zou, C. and Chen, P.L., 1997, Spectrum analyses of mixing power curves for neural network prediction of dough rheological properties, Transactions of ASAE, 40(3): 677-681.
    • (1997) Transactions of ASAE , vol.40 , Issue.3 , pp. 677-681
    • Ruan, R.1    Almaer, S.2    Zou, C.3    Chen, P.L.4
  • 15
    • 3242790947 scopus 로고    scopus 로고
    • Optimization of extrusion process variables using a genetic algorithm
    • Shankar, T.J. and Bandyopadhyay, S., 2004, Optimization of extrusion process variables using a genetic algorithm, Food and Bioproducts Processing, 82(C2): 143-150.
    • (2004) Food and Bioproducts Processing , vol.82 , Issue.C2 , pp. 143-150
    • Shankar, T.J.1    Bandyopadhyay, S.2
  • 16
    • 0026254768 scopus 로고
    • A general regression neural network
    • Specht, D., 1991, A general regression neural network, IEEE Transactions on Neural Networks, 2(6): 568-576.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.6 , pp. 568-576
    • Specht, D.1
  • 17
    • 0041574344 scopus 로고
    • Ward Systems Group, Ward Systems Group Inc, Frederick, MD, USA
    • Ward Systems Group, 1993, NeuroShell 2 User's Manual (Ward Systems Group Inc., Frederick, MD, USA).
    • (1993) NeuroShell 2 User's Manual
  • 18
    • 77957091595 scopus 로고
    • Genetic algorithms and fuzzy theory for optimization and control of food processes
    • Cos, Greece
    • Vradis, I.G. and Floros, J.D., 1994, Genetic algorithms and fuzzy theory for optimization and control of food processes, Proceedings of the 8th International Flavor Conference, 2169-2182, Cos, Greece.
    • (1994) Proceedings of the 8th International Flavor Conference , pp. 2169-2182
    • Vradis, I.G.1    Floros, J.D.2
  • 19
    • 85031444263 scopus 로고    scopus 로고
    • Yan, D., Huang, Y. and Lacey, R.E., 1998, Assessment of principal component neural networks for extraction of elastographic textural features in meat attribute prediction, presented at the 1998 ASAE Annual International Meeting, Paper No: 983018 ASAE, 2950 Niles Road, St Joseph, MI 49085-9659, USA.
    • Yan, D., Huang, Y. and Lacey, R.E., 1998, Assessment of principal component neural networks for extraction of elastographic textural features in meat attribute prediction, presented at the 1998 ASAE Annual International Meeting, Paper No: 983018 ASAE, 2950 Niles Road, St Joseph, MI 49085-9659, USA.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.