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Volumn 82, Issue 2, 2009, Pages 379-385

Optimization of actinomycin v production by Streptomyces triostinicus using artificial neural network and genetic algorithm

Author keywords

Actinomycin V; Central composite design; Genetic algorithm; Neural network; Streptomyces

Indexed keywords

ACTINOMYCIN V; CENTRAL COMPOSITE DESIGN; GENETIC ALGORITHM; NEURAL NETWORK; STREPTOMYCES;

EID: 59449096814     PISSN: 01757598     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00253-008-1828-0     Document Type: Article
Times cited : (80)

References (27)
  • 1
    • 0038019840 scopus 로고    scopus 로고
    • Using genetic algorithms coupling neural networks in a study of xylitol production: Medium optimisation
    • F Baishan C Hongwen X Xiaolan A Wan Ning H Zongding 2003 Using genetic algorithms coupling neural networks in a study of xylitol production: medium optimisation Pro Biochem 38 979 985
    • (2003) Pro Biochem , vol.38 , pp. 979-985
    • Baishan, F.1    Hongwen, C.2    Xiaolan, X.3    Wan Ning, A.4    Zongding, H.5
  • 2
    • 59449090471 scopus 로고
    • Academic San Diego
    • Baughman DR, Liu YA (1995) Neural Networks in Bioprocessing and Chemical Engineering. Academic, San Diego
    • (1995)
    • Baughman, D.R.1    Liu, Y.A.2
  • 3
    • 0013559057 scopus 로고
    • Antibiotics from a newly isolated S. elizabethii II Isolation and characterization of antibiotics
    • CW Bird M Latif 1981 Antibiotics from a newly isolated S. elizabethii II Isolation and characterization of antibiotics J Chem Technol Biotechnol 31 368 370
    • (1981) J Chem Technol Biotechnol , vol.31 , pp. 368-370
    • Bird, C.W.1    Latif, M.2
  • 4
  • 5
    • 0026614364 scopus 로고
    • Application of a statistical design to the optimization of culture medium for recombinant interferon-gamma production by Chinese hamster ovary cells
    • PML Castro PM Hayter AP Ison AT Bull 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.L.1    Hayter, P.M.2    Ison, A.P.3    Bull, A.T.4
  • 6
    • 0036860691 scopus 로고    scopus 로고
    • Genetic programming assisted stochastic optimization strategies for optimization of glucose to gluconic acid fermentation
    • JJS Cheema NV Sankpal SS Tambe BD Kulkarni 2002 Genetic programming assisted stochastic optimization strategies for optimization of glucose to gluconic acid fermentation Biotechnol Prog 18 1356 1365
    • (2002) Biotechnol Prog , vol.18 , pp. 1356-1365
    • Cheema, J.J.S.1    Sankpal, N.V.2    Tambe, S.S.3    Kulkarni, B.D.4
  • 7
    • 0038072757 scopus 로고    scopus 로고
    • Statistical optimization of medium components for the production of chitinase by Alcaligenes xylosoxydans
    • HS Chhatpar R Vaidya P Vayas 2003 Statistical optimization of medium components for the production of chitinase by Alcaligenes xylosoxydans J Enz Microb Technol 33 92 96
    • (2003) J Enz Microb Technol , vol.33 , pp. 92-96
    • Chhatpar, H.S.1    Vaidya, R.2    Vayas, P.3
  • 9
    • 0002284480 scopus 로고
    • Use of a fractional factorial design to evaluate interactions of environmental factors affecting biodegradation rates
    • TE Fannin MD Marcus DA Anderson HL Bergman 1981 Use of a fractional factorial design to evaluate interactions of environmental factors affecting biodegradation rates Appl Environ Microbiol 42 936 943
    • (1981) Appl Environ Microbiol , vol.42 , pp. 936-943
    • Fannin, T.E.1    Marcus, M.D.2    Anderson, D.A.3    Bergman, H.L.4
  • 10
    • 0019839653 scopus 로고
    • Control of actinomycin D biosynthesis in Streptomyces parvulus: Regulation of tryptophan oxygenase activity
    • JW Foster E Katz 1981 Control of actinomycin D biosynthesis in Streptomyces parvulus: regulation of tryptophan oxygenase activity J Bacteriol 148 670 677
    • (1981) J Bacteriol , vol.148 , pp. 670-677
    • Foster, J.W.1    Katz, E.2
  • 11
    • 33748580947 scopus 로고    scopus 로고
    • Evaluation of artificial neural networks for modelling and optimization of medium composition with a genetic algorithm
    • E Franco-Lara L Hannes WB Dirk 2006 Evaluation of artificial neural networks for modelling and optimization of medium composition with a genetic algorithm Process Biochem 41 2200 2206
    • (2006) Process Biochem , vol.41 , pp. 2200-2206
    • Franco-Lara, E.1    Hannes, L.2    Dirk, W.B.3
  • 12
    • 0021141536 scopus 로고
    • Optimization of a medium for the production of 1,2-epoxytetradecane by Nocardia corallina B-276
    • K Furuhashi M Takagi 1984 Optimization of a medium for the production of 1,2-epoxytetradecane by Nocardia corallina B-276 Appl Microbiol Biotechnol 20 6 9
    • (1984) Appl Microbiol Biotechnol , vol.20 , pp. 6-9
    • Furuhashi, K.1    Takagi, M.2
  • 13
    • 0015294166 scopus 로고
    • Regulation of secondary metabolite biosynthesis catabolite repression of phenoxazone synthase and actinomycin formation by glucose
    • M Gallo E Katz 1972 Regulation of secondary metabolite biosynthesis catabolite repression of phenoxazone synthase and actinomycin formation by glucose J Bacteriol 109 659 667
    • (1972) J Bacteriol , vol.109 , pp. 659-667
    • Gallo, M.1    Katz, E.2
  • 14
    • 59449087545 scopus 로고
    • Addison-Wesley Reading
    • Goldberg D (1989) Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Reading
    • (1989)
    • Goldberg, D.1
  • 16
    • 46049093246 scopus 로고    scopus 로고
    • Artificial neural network-genetic algorithm approach to optimize media constituents for enhancing lipase production by a soil microorganism
    • MA Haider K Pakshirajan A Singh S Chaudhry 2008 Artificial neural network-genetic algorithm approach to optimize media constituents for enhancing lipase production by a soil microorganism Appl Biochem Biotechnol 144 225 235
    • (2008) Appl Biochem Biotechnol , vol.144 , pp. 225-235
    • Haider, M.A.1    Pakshirajan, K.2    Singh, A.3    Chaudhry, S.4
  • 17
    • 59449094129 scopus 로고
    • North Carolina State University Raleigh, NC
    • Houck CR, Joines JA, Kay MG (1995) A genetic algorithm for function optimization: a matlab implementation. Technical Report NCSU-IE TR 95-09. North Carolina State University, Raleigh, NC
    • (1995)
    • Houck, C.R.1    Joines, J.A.2    Kay, M.G.3
  • 19
    • 0034019638 scopus 로고    scopus 로고
    • Structures of five components of actinomycin Z complex from S. fradiae, two of which contain 4-chloro threonine
    • H Lackner I Bahner N Shigematsu LK Panell AB Magner 2000 Structures of five components of actinomycin Z complex from S. fradiae, two of which contain 4-chloro threonine J Nat Prod 63 352 356
    • (2000) J Nat Prod , vol.63 , pp. 352-356
    • Lackner, H.1    Bahner, I.2    Shigematsu, N.3    Panell, L.K.4    Magner, A.B.5
  • 20
    • 0022359786 scopus 로고
    • Actinomycin v as a potent differentiation inducer of F5-5 Friend leukemia cells
    • H Morioka M Taicezawa H Shibai 1985 Actinomycin V as a potent differentiation inducer of F5-5 Friend leukemia cells Agri Biol Chem 49 2835 2842
    • (1985) Agri Biol Chem , vol.49 , pp. 2835-2842
    • Morioka, H.1    Taicezawa, M.2    Shibai, H.3
  • 21
    • 0344961882 scopus 로고    scopus 로고
    • Optimization of a fermentation medium using neural networks and genetic algorithms
    • Y Nagata KH Chu 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
  • 22
    • 0027970380 scopus 로고
    • Medium optimization for the production of penicillin v acylase from Bacillus sphaericus
    • AV Pundle HS Raman 1994 Medium optimization for the production of penicillin V acylase from Bacillus sphaericus Biotech Lett 16 1041 1046
    • (1994) Biotech Lett , vol.16 , pp. 1041-1046
    • Pundle, A.V.1    Raman, H.S.2
  • 23
    • 39149096216 scopus 로고    scopus 로고
    • Modelling and optimization of fermentation factors for enhancement of alkaline protease production by isolated Bacillus circulans using feed-forward neural network and genetic algorithm
    • CS Rao T Sathish M Mahalaxmi GS Laxmi RS Rao RS Prakasham 2007 Modelling and optimization of fermentation factors for enhancement of alkaline protease production by isolated Bacillus circulans using feed-forward neural network and genetic algorithm J Appl Microbiol 104 889 898
    • (2007) J Appl Microbiol , vol.104 , pp. 889-898
    • Rao, C.S.1    Sathish, T.2    Mahalaxmi, M.3    Laxmi, G.S.4    Rao, R.S.5    Prakasham, R.S.6
  • 24
    • 0025862114 scopus 로고
    • Medium optimization by an orthogonal design for the growth of Methanosarcina barkeri
    • RG Silveira T Kakizono S Takemoto N Nishio S Nagai 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
  • 25
    • 0024742399 scopus 로고
    • Optimum conditions for growth of cyanobacteria on solid media
    • T Thiel J Bramble S Rogers 1989 Optimum conditions for growth of cyanobacteria on solid media FEMS Microbiol Lett 61 27 31
    • (1989) FEMS Microbiol Lett , vol.61 , pp. 27-31
    • Thiel, T.1    Bramble, J.2    Rogers, S.3
  • 26
    • 0017595187 scopus 로고
    • Development of a chemically defined medium for the synthesis of actinomycin D by Streptomyces parvulus
    • WK Williams E Katz 1977 Development of a chemically defined medium for the synthesis of actinomycin D by Streptomyces parvulus Antimicrob Agents Chemother 11 281 290
    • (1977) Antimicrob Agents Chemother , vol.11 , pp. 281-290
    • Williams, W.K.1    Katz, E.2
  • 27
    • 0030033959 scopus 로고    scopus 로고
    • Binding of biologically important molecules to DNA, probed using electro-fluorescence polarization spectroscopy
    • SA Windsor MH Tinker 1996 Binding of biologically important molecules to DNA, probed using electro-fluorescence polarization spectroscopy Biophys Chem 58 141 150
    • (1996) Biophys Chem , vol.58 , pp. 141-150
    • Windsor, S.A.1    Tinker, M.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.