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Volumn 18, Issue 3-4, 2003, Pages 259-266

Effect of varying optimization parameters on optimization by guided evolutionary simulated annealing (GESA) using a tablet film coat as an example formulation

Author keywords

Artificial neural network; Film coat formulation; Guided evolutionary simulated annealing; Optimization

Indexed keywords

COATING TECHNIQUES; NEURAL NETWORKS; PARTICLE SIZE ANALYSIS; SIMULATED ANNEALING;

EID: 12244261659     PISSN: 09280987     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0928-0987(03)00016-2     Document Type: Article
Times cited : (7)

References (22)
  • 1
    • 0022758683 scopus 로고
    • General simulated annealing for functional optimization
    • Bohachevsky I.O., Johnson M.E., Stein M.L. General simulated annealing for functional optimization. Technometrics. 28:1986;209-217.
    • (1986) Technometrics , vol.28 , pp. 209-217
    • Bohachevsky, I.O.1    Johnson, M.E.2    Stein, M.L.3
  • 2
    • 0031392564 scopus 로고    scopus 로고
    • Basic concepts of artificial neural networks (ANN) modeling in the application to pharmaceutical development
    • Bourquin J., Schmidli H., van Hoogevest P., Leuenberger H. Basic concepts of artificial neural networks (ANN) modeling in the application to pharmaceutical development. Pharm. Dev. Technol. 2:1997;95-109.
    • (1997) Pharm. Dev. Technol. , vol.2 , pp. 95-109
    • Bourquin, J.1    Schmidli, H.2    Van Hoogevest, P.3    Leuenberger, H.4
  • 3
    • 0031393965 scopus 로고    scopus 로고
    • Application of artificial neural networks (ANN) in the development of solid dosage forms
    • Bourquin J., Schmidli H., van Hoogevest P., Leuenberger H. Application of artificial neural networks (ANN) in the development of solid dosage forms. Pharm. Dev. Technol. 2:1997;111-121.
    • (1997) Pharm. Dev. Technol. , vol.2 , pp. 111-121
    • Bourquin, J.1    Schmidli, H.2    Van Hoogevest, P.3    Leuenberger, H.4
  • 4
    • 17344372177 scopus 로고    scopus 로고
    • Comparison of artificial neural networks (ANN) with classical modeling techniques using different experimental designs and data from a galenical study on a solid dosage form
    • Bourquin J., Schmidli H., van Hoogevest P., Leuenberger H. Comparison of artificial neural networks (ANN) with classical modeling techniques using different experimental designs and data from a galenical study on a solid dosage form. Eur. J. Pharm. Sci. 6:1998;287-300.
    • (1998) Eur. J. Pharm. Sci. , vol.6 , pp. 287-300
    • Bourquin, J.1    Schmidli, H.2    Van Hoogevest, P.3    Leuenberger, H.4
  • 5
    • 0032439097 scopus 로고    scopus 로고
    • Advantages of artificial neural networks (ANNs) as alternative modeling technique for data sets showing non-linear relationships using data from a galenical study on a solid dosage form
    • Bourquin J., Schmidli H., van Hoogevest P., Leuenberger H. Advantages of artificial neural networks (ANNs) as alternative modeling technique for data sets showing non-linear relationships using data from a galenical study on a solid dosage form. Eur. J. Pharm. Sci. 7:1998;5-16.
    • (1998) Eur. J. Pharm. Sci. , vol.7 , pp. 5-16
    • Bourquin, J.1    Schmidli, H.2    Van Hoogevest, P.3    Leuenberger, H.4
  • 6
    • 0032443075 scopus 로고    scopus 로고
    • Pitfalls of artificial neural networks (ANN) modeling technique for data sets containing outlier measurements using a study on mixture properties of a direct compressed dosage form
    • Bourquin J., Schmidli H., van Hoogevest P., Leuenberger H. Pitfalls of artificial neural networks (ANN) modeling technique for data sets containing outlier measurements using a study on mixture properties of a direct compressed dosage form. Eur. J. Pharm. Sci. 7:1998;17-28.
    • (1998) Eur. J. Pharm. Sci. , vol.7 , pp. 17-28
    • Bourquin, J.1    Schmidli, H.2    Van Hoogevest, P.3    Leuenberger, H.4
  • 7
    • 0032918303 scopus 로고    scopus 로고
    • The application of an artificial neural network and pharmacokinetic simulations in the design of controlled-release dosage forms
    • Chen Y., McCall T.W., Baichwal A.R., Meyer M.C. The application of an artificial neural network and pharmacokinetic simulations in the design of controlled-release dosage forms. J. Control. Release. 59:1999;33-41.
    • (1999) J. Control. Release , vol.59 , pp. 33-41
    • Chen, Y.1    McCall, T.W.2    Baichwal, A.R.3    Meyer, M.C.4
  • 8
    • 0002415053 scopus 로고    scopus 로고
    • The CAD/Chem formulation design and optimisation program
    • R.C. Rowe, & R.J. Roberts. London: Taylor and Francis
    • Colbourn E.A. The CAD/Chem formulation design and optimisation program. Rowe R.C., Roberts R.J. Intelligent Software for Product Formulation. 1998;77-94 Taylor and Francis, London.
    • (1998) Intelligent Software for Product Formulation , pp. 77-94
    • Colbourn, E.A.1
  • 9
    • 0002596177 scopus 로고    scopus 로고
    • Modeling and optimization of a tablet formulation using neural networks and genetic algorithms
    • Colbourn E.A., Rowe R.C. Modeling and optimization of a tablet formulation using neural networks and genetic algorithms. Pharm. Technol. Eur. 8:1996;46-55.
    • (1996) Pharm. Technol. Eur. , vol.8 , pp. 46-55
    • Colbourn, E.A.1    Rowe, R.C.2
  • 10
    • 0031390851 scopus 로고    scopus 로고
    • Relating formulation variables to in vitro dissolution using an artificial neural network
    • Ebube N.K., McCall T., Chen Y., Meyer M.C. Relating formulation variables to in vitro dissolution using an artificial neural network. Pharm. Dev. Technol. 2:1997;225-232.
    • (1997) Pharm. Dev. Technol. , vol.2 , pp. 225-232
    • Ebube, N.K.1    McCall, T.2    Chen, Y.3    Meyer, M.C.4
  • 11
    • 0028365967 scopus 로고
    • Application of neural computing in pharmaceutical product development: Computer aided formulation design
    • Hussain A.S., Shivanand P., Johnson R.D. Application of neural computing in pharmaceutical product development: computer aided formulation design. Drug Dev. Ind. Pharm. 20:1994;1739-1752.
    • (1994) Drug Dev. Ind. Pharm. , vol.20 , pp. 1739-1752
    • Hussain, A.S.1    Shivanand, P.2    Johnson, R.D.3
  • 12
    • 0024738079 scopus 로고
    • Global optimization by simulated annealing with wavelength selection for ultraviolet-visible spectrophotometry
    • Kalivas J.H., Roberts N., Sutter J.M. Global optimization by simulated annealing with wavelength selection for ultraviolet-visible spectrophotometry. Anal. Chem. 61:1989;2024-2030.
    • (1989) Anal. Chem. , vol.61 , pp. 2024-2030
    • Kalivas, J.H.1    Roberts, N.2    Sutter, J.M.3
  • 14
    • 0001860544 scopus 로고    scopus 로고
    • Aspects of training of an artificial neural network for the modeling of tablet coating formulations
    • Plumb A.P., Rowe R.C., York P., Doherty C. Aspects of training of an artificial neural network for the modeling of tablet coating formulations. J. Pharm. Pharmacol. 51:(Suppl):1999;92.
    • (1999) J. Pharm. Pharmacol. , vol.51 , Issue.SUPPL. , pp. 92
    • Plumb, A.P.1    Rowe, R.C.2    York, P.3    Doherty, C.4
  • 15
    • 0036741551 scopus 로고    scopus 로고
    • The effect of experimental design on the modeling of a tablet coating formulation using artificial neural networks
    • Plumb A.P., Rowe R.C., York P., Doherty C. The effect of experimental design on the modeling of a tablet coating formulation using artificial neural networks. Eur. J. Pharm. Sci. 16:2002;281-288.
    • (2002) Eur. J. Pharm. Sci. , vol.16 , pp. 281-288
    • Plumb, A.P.1    Rowe, R.C.2    York, P.3    Doherty, C.4
  • 16
    • 0029132196 scopus 로고
    • Knowledge representation in the prediction of the opacity of tablet film coatings containing titanium dioxide
    • Rowe R.C. Knowledge representation in the prediction of the opacity of tablet film coatings containing titanium dioxide. Eur. J. Pharm. Biopharm. 41:1995;215-218.
    • (1995) Eur. J. Pharm. Biopharm. , vol.41 , pp. 215-218
    • Rowe, R.C.1
  • 17
    • 0026798239 scopus 로고
    • Simulation of crack propagation in tablet film coatings containing pigments
    • Rowe R.C., Roberts R.J. Simulation of crack propagation in tablet film coatings containing pigments. Int. J. Pharm. 78:1992;49-57.
    • (1992) Int. J. Pharm. , vol.78 , pp. 49-57
    • Rowe, R.C.1    Roberts, R.J.2
  • 18
    • 0026675858 scopus 로고
    • The effect of some formulation variables on crack propagation in pigmented tablet film coatings using computer simulation
    • Rowe R.C., Roberts R.J. The effect of some formulation variables on crack propagation in pigmented tablet film coatings using computer simulation. Int. J. Pharm. 86:1992;49-58.
    • (1992) Int. J. Pharm. , vol.86 , pp. 49-58
    • Rowe, R.C.1    Roberts, R.J.2
  • 19
    • 0002640927 scopus 로고    scopus 로고
    • Crack propagation in both porous compacts and pigmented films prepared from cellulose derivatives: A comparison of computer simulation with observation
    • Rowe R.C., Roberts R.J. Crack propagation in both porous compacts and pigmented films prepared from cellulose derivatives: a comparison of computer simulation with observation. Cellulose. 3:1996;11-20.
    • (1996) Cellulose , vol.3 , pp. 11-20
    • Rowe, R.C.1    Roberts, R.J.2
  • 20
    • 0001435079 scopus 로고    scopus 로고
    • Learning optimization from nature, genetic algorithms and simulated annealing
    • Shaffer R.E., Small G.W. Learning optimization from nature, genetic algorithms and simulated annealing. Anal. Chem. 69:1997;236A-242A.
    • (1997) Anal. Chem. , vol.69
    • Shaffer, R.E.1    Small, G.W.2
  • 21
    • 0031958881 scopus 로고    scopus 로고
    • Evolutionary optimization, a tutorial
    • Wehrens R., Buydens L.M.C. Evolutionary optimization, a tutorial. Trends Anal. Chem. 17:1998;193-203.
    • (1998) Trends Anal. Chem. , vol.17 , pp. 193-203
    • Wehrens, R.1    Buydens, L.M.C.2
  • 22
    • 0028514383 scopus 로고
    • A guided evolutionary simulated annealing approach to the quadratic assignment problem
    • Yip P.P.C., Pao Y.-H. A guided evolutionary simulated annealing approach to the quadratic assignment problem. IEEE Trans. Syst. Man Cybernet. 24:1994;1383-1387.
    • (1994) IEEE Trans. Syst. Man Cybernet. , vol.24 , pp. 1383-1387
    • Yip, P.P.C.1    Pao, Y.-H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.