메뉴 건너뛰기




Volumn 63, Issue 6, 2008, Pages 1542-1552

Nonlinear parameter estimation through particle swarm optimization

Author keywords

Confidence regions; Nonlinear models; Parameter estimation; Particle swarm optimization

Indexed keywords

MATHEMATICAL MODELS; PARAMETER ESTIMATION; PARTICLE SWARM OPTIMIZATION (PSO); STATISTICAL METHODS;

EID: 38949186067     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2007.11.024     Document Type: Article
Times cited : (333)

References (39)
  • 1
    • 0014746832 scopus 로고
    • Comparison of gradient methods for the solution of nonlinear parameter estimation problems
    • Bard Y. Comparison of gradient methods for the solution of nonlinear parameter estimation problems. SIAM Journal on Numerical Analysis 7 1 (1970) 157-186
    • (1970) SIAM Journal on Numerical Analysis , vol.7 , Issue.1 , pp. 157-186
    • Bard, Y.1
  • 3
    • 84945761475 scopus 로고
    • Kinetic analysis by digital parameter estimation
    • Bard Y., and Lapidus L. Kinetic analysis by digital parameter estimation. Catalysis Reviews 2 1 (1968) 67-112
    • (1968) Catalysis Reviews , vol.2 , Issue.1 , pp. 67-112
    • Bard, Y.1    Lapidus, L.2
  • 6
    • 0348225504 scopus 로고    scopus 로고
    • The influence of experimental errors during laboratory evaluation of FCC catalysts
    • Cerqueira H.S., Rawet R., and Pinto J.C. The influence of experimental errors during laboratory evaluation of FCC catalysts. Applied Catalysis A-General 181 1 (1999) 209-220
    • (1999) Applied Catalysis A-General , vol.181 , Issue.1 , pp. 209-220
    • Cerqueira, H.S.1    Rawet, R.2    Pinto, J.C.3
  • 7
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • Clerc M., and Kennedy J. The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6 1 (2002) 58-73
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 8
    • 0034275694 scopus 로고    scopus 로고
    • Parameter estimation of thermodynamic models for high-pressure systems employing a stochastic method of global optimization
    • Costa A.L.H., Silva F.P.T., and Pessoa F.L.P. Parameter estimation of thermodynamic models for high-pressure systems employing a stochastic method of global optimization. Brazilian Journal of Chemical Engineering 17 3 (2000) 349-354
    • (2000) Brazilian Journal of Chemical Engineering , vol.17 , Issue.3 , pp. 349-354
    • Costa, A.L.H.1    Silva, F.P.T.2    Pessoa, F.L.P.3
  • 9
    • 0142107011 scopus 로고    scopus 로고
    • On the numerical solution and optimization of styrene polymerization in tubular reactors
    • Costa Jr. E.F., Lage P.L.C., and Biscaia Jr. E.C. On the numerical solution and optimization of styrene polymerization in tubular reactors. Computers and Chemical Engineering 27 11 (2003) 1591-1604
    • (2003) Computers and Chemical Engineering , vol.27 , Issue.11 , pp. 1591-1604
    • Costa Jr., E.F.1    Lage, P.L.C.2    Biscaia Jr., E.C.3
  • 11
    • 0023288435 scopus 로고
    • Computational experience with confidence-regions and confidence-intervals for nonlinear least-squares
    • Donaldson J.R., and Schnabel R.B. Computational experience with confidence-regions and confidence-intervals for nonlinear least-squares. Technometrics 29 1 (1987) 67-82
    • (1987) Technometrics , vol.29 , Issue.1 , pp. 67-82
    • Donaldson, J.R.1    Schnabel, R.B.2
  • 12
    • 0040595285 scopus 로고
    • Confidence intervals versus regions
    • Draper N.R., and Guttman I. Confidence intervals versus regions. Statistician 44 3 (1995) 399-403
    • (1995) Statistician , vol.44 , Issue.3 , pp. 399-403
    • Draper, N.R.1    Guttman, I.2
  • 18
    • 0038540649 scopus 로고
    • Exact confidence regions for the parameters in non-linear regression laws
    • Hartley H.O. Exact confidence regions for the parameters in non-linear regression laws. Biometrika 51 3-4 (1964) 347-353
    • (1964) Biometrika , vol.51 , Issue.3-4 , pp. 347-353
    • Hartley, H.O.1
  • 20
    • 0029535737 scopus 로고    scopus 로고
    • Kennedy, J., Eberhart, R., 1995. Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, vol. 4, pp. 1942-1948.
    • Kennedy, J., Eberhart, R., 1995. Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, Perth, Australia, vol. 4, pp. 1942-1948.
  • 21
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S., Gelatt Jr. C.D., and Vecchi M.P. Optimization by simulated annealing. Science 220 4598 (1983) 671-680
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt Jr., C.D.2    Vecchi, M.P.3
  • 22
    • 0028648434 scopus 로고
    • A comparison of algorithms for global characterization of confidence regions for nonlinear models
    • Klepper O., and Hendrix E.M.T. A comparison of algorithms for global characterization of confidence regions for nonlinear models. Environmental Toxicology and Chemistry 13 12 (1994) 1887-1899
    • (1994) Environmental Toxicology and Chemistry , vol.13 , Issue.12 , pp. 1887-1899
    • Klepper, O.1    Hendrix, E.M.T.2
  • 24
    • 0038475613 scopus 로고    scopus 로고
    • Model parameters estimation and sensitivity by genetic algorithms
    • Marseguerra M., Zio E., and Podofillini L. Model parameters estimation and sensitivity by genetic algorithms. Annals of Nuclear Energy 30 14 (2003) 1437-1456
    • (2003) Annals of Nuclear Energy , vol.30 , Issue.14 , pp. 1437-1456
    • Marseguerra, M.1    Zio, E.2    Podofillini, L.3
  • 25
    • 0037114409 scopus 로고    scopus 로고
    • The use of particle swarm optimization for dynamical analysis in chemical processes
    • Ourique C.O., Biscaia Jr. E.C., and Pinto J.C. The use of particle swarm optimization for dynamical analysis in chemical processes. Computers and Chemical Engineering 26 12 (2002) 1783-1793
    • (2002) Computers and Chemical Engineering , vol.26 , Issue.12 , pp. 1783-1793
    • Ourique, C.O.1    Biscaia Jr., E.C.2    Pinto, J.C.3
  • 26
    • 0000618276 scopus 로고    scopus 로고
    • A hybrid genetic algorithm for the estimation of parameters in detailed kinetic models
    • Park T.Y., and Froment G.F. A hybrid genetic algorithm for the estimation of parameters in detailed kinetic models. Computers and Chemical Engineering 22 Suppl. (1998) S103-S110
    • (1998) Computers and Chemical Engineering , vol.22 , Issue.SUPPL
    • Park, T.Y.1    Froment, G.F.2
  • 27
    • 0344291226 scopus 로고    scopus 로고
    • Recent approaches to global optimization problems through particle swarm optimization
    • Parsopoulos K.E., and Vrahatis M.N. Recent approaches to global optimization problems through particle swarm optimization. Natural Computing 1 2-3 (2002) 235-306
    • (2002) Natural Computing , vol.1 , Issue.2-3 , pp. 235-306
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 28
    • 3142779960 scopus 로고    scopus 로고
    • Solving L1 norm errors-in variables problems using particle swarm optimizer
    • Hamza M.H. (Ed), IASTED/ACTA Press, Anahein, CA, USA
    • Parsopoulos K.E., Laskari E.C., and Vrahatis M.N. Solving L1 norm errors-in variables problems using particle swarm optimizer. In: Hamza M.H. (Ed). Artificial Intelligence and Applications (2001), IASTED/ACTA Press, Anahein, CA, USA 185-190
    • (2001) Artificial Intelligence and Applications , pp. 185-190
    • Parsopoulos, K.E.1    Laskari, E.C.2    Vrahatis, M.N.3
  • 29
    • 0035241923 scopus 로고    scopus 로고
    • The influence of covariances during laboratory evaluation of FCC catalysts
    • Rawet R., Cerqueira H.S., and Pinto J.C. The influence of covariances during laboratory evaluation of FCC catalysts. Applied Catalysis A-General 207 1-2 (2001) 199-209
    • (2001) Applied Catalysis A-General , vol.207 , Issue.1-2 , pp. 199-209
    • Rawet, R.1    Cerqueira, H.S.2    Pinto, J.C.3
  • 30
    • 0032027885 scopus 로고    scopus 로고
    • Taking variable correlation into consideration during parameter estimation
    • Santos T.J., and Pinto J.C. Taking variable correlation into consideration during parameter estimation. Brazilian Journal of Chemical Engineering 15 1 (1998) 1-20
    • (1998) Brazilian Journal of Chemical Engineering , vol.15 , Issue.1 , pp. 1-20
    • Santos, T.J.1    Pinto, J.C.2
  • 31
    • 38949085329 scopus 로고    scopus 로고
    • Schwaab, M., 2005. Evaluation of heuristic optimization algorithms in parameter estimation problems.
    • Schwaab, M., 2005. Evaluation of heuristic optimization algorithms in parameter estimation problems.
  • 32
    • 0031700696 scopus 로고    scopus 로고
    • Shi, Y., Eberhart, R., 1998. A modified particle swarm optimizer. In: Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, Alaska, pp. 69-73.
    • Shi, Y., Eberhart, R., 1998. A modified particle swarm optimizer. In: Proceedings of the IEEE International Conference on Evolutionary Computation, Anchorage, Alaska, pp. 69-73.
  • 33
    • 38949127047 scopus 로고    scopus 로고
    • Silva, L.P., 2003. Synthesis and Characterization of polyolefins obtained with nickel diimine complexes containing pseudo-halides.
    • Silva, L.P., 2003. Synthesis and Characterization of polyolefins obtained with nickel diimine complexes containing pseudo-halides.
  • 34
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: convergence analysis and parameter selection
    • Trelea I.C. The particle swarm optimization algorithm: convergence analysis and parameter selection. Information Processing Letters 85 6 (2003) 317-325
    • (2003) Information Processing Letters , vol.85 , Issue.6 , pp. 317-325
    • Trelea, I.C.1
  • 35
    • 31944448941 scopus 로고    scopus 로고
    • A study of particle swarm optimization particle trajectories
    • Van den Berg F., and Engelbrecht A.P. A study of particle swarm optimization particle trajectories. Information Sciences 176 8 (2006) 937-971
    • (2006) Information Sciences , vol.176 , Issue.8 , pp. 937-971
    • Van den Berg, F.1    Engelbrecht, A.P.2
  • 36
    • 0029954655 scopus 로고    scopus 로고
    • Identification of biodegradation models under model and data uncertainty
    • Vanrolleghem P.A., and Keesman K.J. Identification of biodegradation models under model and data uncertainty. Water Science and Technology 33 2 (1996) 91-105
    • (1996) Water Science and Technology , vol.33 , Issue.2 , pp. 91-105
    • Vanrolleghem, P.A.1    Keesman, K.J.2
  • 37
    • 0028481104 scopus 로고
    • Estimating parameters in nonlinear rate equations
    • Watts D.G. Estimating parameters in nonlinear rate equations. Canadian Journal of Chemical Engineering 72 4 (1994) 701-710
    • (1994) Canadian Journal of Chemical Engineering , vol.72 , Issue.4 , pp. 701-710
    • Watts, D.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.