Application of genetic algorithms to parameter estimation of bioprocesses

Medical and Biological Engineering and Computing

Volumn 35, Issue 1, 1997, Pages 47-49

  Park, L J ^a   Park, C H ^a   Park, C ^a   Lee, T ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

Author keywords

Bioprocess; Genetic algorithm; Parameter estimation

Indexed keywords

BIOMEDICAL ENGINEERING; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING; REACTION KINETICS;

BIOPROCESSES; MODEL EQUATION;

GENETIC ALGORITHMS;

ALGORITHM; ARTICLE; BIOPROCESS; KINETICS; MATHEMATICAL MODEL;

ALGORITHMS; GENETICS; PLANTS;

EID: 0031053177     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02510391     Document Type: Article

References (6)

1. BAILEY, J. E., and OLLIS, D. E. (1986): 'Biochemical engineering fundamentals' (McGraw-Hill)
2. DENN, M. M. (1969): 'Optimization by variational methods' (McGraw-Hill)
3. GOLDBERG, D. E. (1989): 'Genetic algorithm in search, optimization, and machine learning' (Addison-Wesley)
4. HOLLAND, J. (1992): 'Adaptation in natural and artificial systems' (MIT Press)
5. MUHLENBEIN, H., SCHOMISCH, H., and BORN, J. (1991): 'The parallel genetic algorithm as function optimizer', Parallel Comput., 17, pp. 619-632
6. VAN GULIK, W. M., TEN HOOPEN, H. J. G., and HEIJEN, J. J. (1992): 'Kinetics and stoichiometry of growth of plant cell cultures of Catharanthus roseus and Nicotiana tabacum in batch and continuous fermenters', Biotech. Bioeng., 40, pp. 863-874