Parameter optimization technique using the response surface methodology

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 IV, Issue , 2004, Pages 2909-2912

  Koyamada, K ^a   Sakai, K ^a   Itoh, T ^a  

^a KYOTO UNIVERSITY   (Japan)

Author keywords

Biological cell simulation; Parameter optimization; Response surface methodology

Indexed keywords

CELLS; COMPUTER SIMULATION; DIFFERENTIAL EQUATIONS; PARAMETER ESTIMATION;

BIOLOGICAL CELL SIMULATION; PARAMETER OPTIMIZATION; RESPONSE SURFACE METHODOLOGY;

OPTIMIZATION;

EID: 11144343776     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Raymond H. Myers, Douglas C. Montgomery, "Response Surface Methodology", John Wiley & Sons. Inc, 1995
2. Douglas C. Montgomery, "Design and Analysis of Experiments 4th edition", John Wiley & Sons Inc, 1996
3. AR Willms, DJ Baro, RM Harris-Warrick, and J. Guckenheimer. "An Improved Parameter Estimation Method for Hodgkin-Huxley Models" J. Comp. Neurosci. vol.6, pp145-168, 1999.
4. Saito,Y.,Takahashi,K.,Iwata,T.,Aikawa,T. and Tomita,M.,Parameter estimation mechanism of E-CELL simulation environment, Genome Informatics,10:358-359,1999.
5. Kuzuno, M, Nishio, T., and Koyamada, K., and Nishio, T.,"A thermal compact modeling method using Response Surface Methodology with Genetic Algorithm," PDPTA, CISST & IC-AI International Conferences, pp. 627-634, 2000
6. Kuzuno, M, Nishio, T., and Koyamada, K.,"Compact modeling for Thermal Simulation Using Response Surface Methodology," International Symposium on Computational Technologies for Fluid/Thermal/Chemical Systems With Industrial Applications," PVP-Vol. 424-2, pp. 57-63, 2001
7. Okamoto, K., Koyamada, K., Kuzuno, M., and Nishio, T., "A technique for developing a precise thermal compact model," 4th International Symposium on Computational Technologies for Fluid/Thermal/Chemical Systems with Industrial Applications, PVP-Vol. 448-2, pp. 259-265, 2002
8. Satoshi MATSUOKA, Nobuaki SARAI, Shinobu KURATOMI, Kyoichi ONO, and Akinori NOMA, "Role of Individual Ionic Current Systems in Ventricular Cells Hypothesized by a Model Study", Japanese Journal of Physiology, 53, PP.105-123, 2003