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Bayesian-Based Methods for the Estimation of the Unknown Model’s Parameters in the Case of the Localization of the Atmospheric Contamination Source Cover

Bayesian-Based Methods for the Estimation of the Unknown Model’s Parameters in the Case of the Localization of the Atmospheric Contamination Source

Open Access
|Dec 2012

References

  1. [1] Bernardo, J. M. & Smith, A. F. M.,, Wiley, 1994.
  2. [2] Fujimoto, K., Nakabayashi S., Applying GMDH algorithm to extract rules from examples,,, 10, 2003. 1311-1319.
  3. [3] Gelman, A., J. Carlin, H. Stern, and D. Rubin,, Chapman & Hall/CRC, 2003.
  4. [4] Gifford, F. A. Jr. Atmospheric dispersion calculation using generalized Gaussian Plum model,, 1960, 2(2):56-59, 67-68.
  5. [5] Gilks, W., S. Richardson, and D. Spiegelhalter,. Chapman & Hall/CRC, 1996, 486.
  6. [6] Ivakhnenko, A.G., Group method of data Handling - A Rival of the Method of Stochastic Approximation,,, 43-71, 1966.
  7. [7] Johannesson, G. et al., Sequential Monte-Carlo based framework for dynamic datadriven event reconstruction for atmospheric release.,, MN, American Statistical Association and Cosponsors, 2005, 73-80.
  8. [8] Johannesson, G., W. Hanley, and J. Nitao,-, Lawrence Livermore National Laboratory Tech. Rep., 2004, 53.
  9. [9] Keats, A., E. Yee, and F.-S. Lien, Bayesian inference for source determination with applications to a complex urban environment.,, 2007, 465-479.
  10. [10] Madala H.R., Ivakhnenko A.G.,, CRC Press, 1994.
  11. [11] Panofsky, H. A., Dutton, J. A.,. John Wiley, 1984.
  12. [12] Pasquill, F. The estimate of the dispersion of windborne material,.,, 1063, 1984, 33-49.
  13. [13] Pudykiewicz, J. A., Application of adjoint tracer transport equations for evaluating source parameters..,, 1998, 3039-3050.
  14. [14] Senocak I., N. W. Hengartner, M. B. Short, W. B. Daniel, Stochastic Event Reconstruction of Atmospheric Contaminant Dispersion Using Bayesian Inference,.,, 2008, 7718-7727.
  15. [15] Thomson, L. C., Hirst, B., Gibson, G., Gillespie, S., Jonathan, P., Skeldon, K. D., Padgett, M. J., An improved algorithm for locating a gas source using inverse methods., 2007, 1128-1134.
  16. [16] Turner D. Bruce,, Lewis Publishers, USA,1994.
  17. [17] Vicenç Puiga,Marcin Witczak, Fatiha Nejjari, Joseba Quevedo, Józef Korbicz, A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test,,, Issue 7, 2007, 886-897.
  18. [18] Watzenig,D., Bayesian inference for inverse problems - statistical inversion., 2007, 240-247.
DOI: https://doi.org/10.2478/v10209-011-0014-9 | Journal eISSN: 2300-3405 (formerly 0867-6356) | Journal ISSN: 0867-6356
Language: English
Page range: 253 - 270
Published on: Dec 22, 2012
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services

© 2012 M. Borysiewicz, A. Wawrzynczak, P. Kopka, published by Poznan University of Technology
This work is licensed under the Creative Commons License.