메뉴 건너뛰기




Volumn 31, Issue 10, 2004, Pages 469-474

A simulation study comparing the impact of experimental error on the performance of experimental designs and artificial neural networks used for process screening

Author keywords

Artificial neural networks; Experimental error; Saccharomyces cerevisiae; Screening designs

Indexed keywords

ANALYTICAL ERROR; ARTICLE; ARTIFICIAL NEURAL NETWORK; BATCH REACTOR; BIOTECHNOLOGY; CONTROLLED STUDY; EXPERIMENTAL DESIGN; NONHUMAN; PERFORMANCE; RANDOMIZATION; SACCHAROMYCES CEREVISIAE; SCREENING TEST; SIMULATION; STANDARD; STATISTICAL ANALYSIS;

EID: 11244251887     PISSN: 13675435     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10295-004-0171-4     Document Type: Article
Times cited : (6)

References (13)
  • 3
    • 0026614364 scopus 로고
    • Application of a statistical design to the optimization of culture medium for recombinant interferon-gamma production by Chinese hamster ovary cells
    • Castro PM, Hayter PM, Ison AP, Bull AT (1992) Application of a statistical design to the optimization of culture medium for recombinant interferon-gamma production by Chinese hamster ovary cells. Appl Microbiol Biotechnol 38:84-90
    • (1992) Appl Microbiol Biotechnol , vol.38 , pp. 84-90
    • Castro, P.M.1    Hayter, P.M.2    Ison, A.P.3    Bull, A.T.4
  • 5
    • 0345073264 scopus 로고    scopus 로고
    • Response surface analysis and simulation as a tool for bioprocess design and optimization
    • Kalil SJ, Maugeri F, Rodrigues MI (2000) Response surface analysis and simulation as a tool for bioprocess design and optimization. Process Biochem 35:539-550
    • (2000) Process Biochem , vol.35 , pp. 539-550
    • Kalil, S.J.1    Maugeri, F.2    Rodrigues, M.I.3
  • 6
    • 0033370675 scopus 로고    scopus 로고
    • Strategies for improving fermentation medium performance: A review
    • Kennedy M, Krouse D (1999) Strategies for improving fermentation medium performance: a review. J Ind Microbiol Biotechnol 23:456-475
    • (1999) J Ind Microbiol Biotechnol , vol.23 , pp. 456-475
    • Kennedy, M.1    Krouse, D.2
  • 7
    • 51249166773 scopus 로고
    • Designing fermentation media: A comparison of neural networks to factorial design
    • Kennedy MJ, Prapulla SG, Thakur MS (1992) Designing fermentation media: a comparison of neural networks to factorial design. Biotechnol Tech 6:293-298
    • (1992) Biotechnol Tech , vol.6 , pp. 293-298
    • Kennedy, M.J.1    Prapulla, S.G.2    Thakur, M.S.3
  • 8
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay D (1992) Bayesian interpolation. Neural Comput 4:415-447
    • (1992) Neural Comput , vol.4 , pp. 415-447
    • MacKay, D.1
  • 9
    • 0344961882 scopus 로고    scopus 로고
    • Optimization of a fermentation medium using neural networks and genetic algorithms
    • Nagata Y, Chu KH (2003) Optimization of a fermentation medium using neural networks and genetic algorithms. Biotechnol Lett 25:1837-1842
    • (2003) Biotechnol Lett , vol.25 , pp. 1837-1842
    • Nagata, Y.1    Chu, K.H.2
  • 11
    • 0032553509 scopus 로고    scopus 로고
    • Growth and energy metabolism in aerobic fed-batch cultures of Saccharomyces cerevisiae: Simulation and model verification
    • Pham HT, Larsson G, Enfors SO (1998) Growth and energy metabolism in aerobic fed-batch cultures of Saccharomyces cerevisiae: simulation and model verification. Biotechnol Bioeng 60:474-482
    • (1998) Biotechnol Bioeng , vol.60 , pp. 474-482
    • Pham, H.T.1    Larsson, G.2    Enfors, S.O.3
  • 12
    • 0025862114 scopus 로고
    • Medium optimization by an orthogonal design for the growth of Methanosarcina barkeri
    • Silveira RG, Kakizono T, Takemoto S, Nishio N, Nagai S (1991) Medium optimization by an orthogonal design for the growth of Methanosarcina barkeri. J Ferm Bioeng 72:20-25
    • (1991) J Ferm Bioeng , vol.72 , pp. 20-25
    • Silveira, R.G.1    Kakizono, T.2    Takemoto, S.3    Nishio, N.4    Nagai, S.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.