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Volumn 39, Issue 2, 2006, Pages 197-210

Chemical process model parameter estimation using an information guided genetic algorithm

Author keywords

Genetic algorithm; Information theory; Model parameter identification; Premature

Indexed keywords

DISTILLATION; DISTILLATION COLUMNS; FUNCTION EVALUATION; GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); INFORMATION THEORY; MATHEMATICAL MODELS; OPTIMIZATION; PARALLEL ALGORITHMS; PARALLEL PROCESSING SYSTEMS; PARAMETER ESTIMATION;

EID: 33644558430     PISSN: 00219592     EISSN: None     Source Type: Journal    
DOI: 10.1252/jcej.39.197     Document Type: Article
Times cited : (4)

References (20)
  • 1
    • 0002600702 scopus 로고
    • "Adaptive Selection Methods for Genetic Algorithms"
    • Pittsburgh, Lawrence Erlbaum Associates, Mahwah, U.S.A
    • Baker, J. E.; "Adaptive Selection Methods for Genetic Algorithms," Proceedings of the 1st International Conference on Genetic Algorithms, Pittsburgh, pp. 101-111, Lawrence Erlbaum Associates, Mahwah, U.S.A. (1985)
    • (1985) Proceedings of the 1st International Conference on Genetic Algorithms , pp. 101-111
    • Baker, J.E.1
  • 2
    • 0035521117 scopus 로고    scopus 로고
    • "Optimal Approximation of Linear Systems by a Differential Evolution Algorithm"
    • Chen, S. L. and C. Huang; "Optimal Approximation of Linear Systems by a Differential Evolution Algorithm," IEEE Trans. Syst., Man Cy. A, 31, 698-707 (2001)
    • (2001) IEEE Trans. Syst., Man Cy. A , vol.31 , pp. 698-707
    • Chen, S.L.1    Huang, C.2
  • 6
    • 0023206220 scopus 로고
    • "On-Line Optimization of Constrained Multivariable Chemical Processes"
    • Jang, S. S., B. Joseph and H. Muaki; "On-Line Optimization of Constrained Multivariable Chemical Processes," AIChE J., 33, 26-36 (1978)
    • (1978) AIChE J. , vol.33 , pp. 26-36
    • Jang, S.S.1    Joseph, B.2    Muaki, H.3
  • 7
  • 8
    • 0142059017 scopus 로고    scopus 로고
    • "Bioreactor State Estimation and Control"
    • Komives, C. and R. S. Parker; "Bioreactor State Estimation and Control," Curr. Opin. Biotechnol., 14, 468-474 (2003)
    • (2003) Curr. Opin. Biotechnol. , vol.14 , pp. 468-474
    • Komives, C.1    Parker, R.S.2
  • 9
    • 0035247566 scopus 로고    scopus 로고
    • "An Orthogonal Genetic Algorithm with Quantization for Global Numerical Optimization"
    • Leung, Y. W. and Y. Wang; "An Orthogonal Genetic Algorithm with Quantization for Global Numerical Optimization," IEEE T. Evolut. Comput., 5, 41-53 (2001)
    • (2001) IEEE T. Evolut. Comput. , vol.5 , pp. 41-53
    • Leung, Y.W.1    Wang, Y.2
  • 10
    • 5444220826 scopus 로고    scopus 로고
    • "A Review of Algorithms and Trends in Kinetic Model Identification for Chemical and Biochemical Systems"
    • Maria, G.; "A Review of Algorithms and Trends in Kinetic Model Identification for Chemical and Biochemical Systems," Chem. Biochem. Eng. Q., 18, 195-222 (2004)
    • (2004) Chem. Biochem. Eng. Q. , vol.18 , pp. 195-222
    • Maria, G.1
  • 11
    • 0026224611 scopus 로고
    • "The Parallel Genetic Algorithm as a Function Optimizer"
    • Mühlenbein, H., M. Schomisch and J. Born; "The Parallel Genetic Algorithm as a Function Optimizer," Parallel Comput., 17, 619-632 (1991)
    • (1991) Parallel Comput. , vol.17 , pp. 619-632
    • Mühlenbein, H.1    Schomisch, M.2    Born, J.3
  • 12
    • 0000238336 scopus 로고
    • "A Simplex Method for Function Minimization"
    • Nelder, J. A. and R. Mead; "A Simplex Method for Function Minimization," Comput. J., 7, 308-313 (1965)
    • (1965) Comput. J. , vol.7 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 13
    • 0042623472 scopus 로고    scopus 로고
    • "On Modeling of Bioreactors for Control"
    • Ramkrishna, D.; "On Modeling of Bioreactors for Control," J. Process Control, 13, 581-589 (2003)
    • (2003) J. Process Control , vol.13 , pp. 581-589
    • Ramkrishna, D.1
  • 14
    • 84856043672 scopus 로고
    • "A Mathematical Theory of Communication"
    • Shannon, C. E.; "A Mathematical Theory of Communication," Bell Syst. Tech. Journal, 27, 379-423 (1948)
    • (1948) Bell Syst. Tech. Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 17
    • 0001403575 scopus 로고
    • "Genetic Algorithms for Real Parameter Optimization"
    • G. J. E. Rawlins ed., Morgan Kaufmann, San Mateo, U.S.A
    • Wright, A. H.; "Genetic Algorithms for Real Parameter Optimization," Foundations of Genetic Algorithms, G. J. E. Rawlins ed., pp. 205-218, Morgan Kaufmann, San Mateo, U.S.A. (1991)
    • (1991) Foundations of Genetic Algorithms , pp. 205-218
    • Wright, A.H.1
  • 18
    • 0001020012 scopus 로고    scopus 로고
    • "A Hybrid Approach to Modeling Metabolic Systems Using a Genetic Algorithm and Simplex Method"
    • Yen, J., J. C. Liao, B. Lee and D. Randolph; "A Hybrid Approach to Modeling Metabolic Systems Using a Genetic Algorithm and Simplex Method," IEEE T. Syst., Man Cy. B, 28, 173-191 (1998)
    • (1998) IEEE T. Syst., Man Cy. B , vol.28 , pp. 173-191
    • Yen, J.1    Liao, J.C.2    Lee, B.3    Randolph, D.4
  • 19
    • 2342523368 scopus 로고    scopus 로고
    • "System Identification and Model-Based Control for Distributed Parameter Systems"
    • Zheng, D. and K. A. Hoo; "System Identification and Model-Based Control for Distributed Parameter Systems," Comput. Chem. Eng., 28, 1361-1375 (2004)
    • (2004) Comput. Chem. Eng. , vol.28 , pp. 1361-1375
    • Zheng, D.1    Hoo, K.A.2
  • 20
    • 1842587736 scopus 로고    scopus 로고
    • "A Multiagent Genetic Algorithm for Global Numerical Optimization"
    • Zhong, W. C., J. Liu, M. Xue and L. C. Jiao; "A Multiagent Genetic Algorithm for Global Numerical Optimization," IEEE T. Syst., Man Cy. B, 34, 1128-1141 (2004)
    • (2004) IEEE T. Syst., Man Cy. B , vol.34 , pp. 1128-1141
    • Zhong, W.C.1    Liu, J.2    Xue, M.3    Jiao, L.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.