A demonstration of coupled receptor/dispersion modeling with a genetic algorithm

Atmospheric Environment

Volumn 39, Issue 37, 2005, Pages 7181-7189

  Haupt, Sue Ellen ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Coupled model; Dispersion model; Genetic algorithm; Receptor model; Source apportionment

Indexed keywords

CALIBRATION; COMPUTER SIMULATION; GENETIC ALGORITHMS; MATHEMATICAL MODELS; METEOROLOGY; OPTIMIZATION;

COUPLED MODEL; DISPERSION MODEL; RECEPTOR MODEL; SOURCE APPORTIONMENT;

DISPERSIONS;

ATMOSPHERIC POLLUTION; DISPERSION; GENETIC ALGORITHM; NUMERICAL MODEL; POLLUTANT SOURCE;

AIR POLLUTION; ARTICLE; CALIBRATION; CHEMICAL MODEL; DISPERSION; GENETIC ALGORITHM; METEOROLOGY; POLLUTANT; POLLUTION MONITORING; PRIORITY JOURNAL; STATISTICAL MODEL; UNCERTAINTY;

EID: 27544460592     PISSN: 13522310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2005.08.027     Document Type: Article

References (16)

1. M.R. Beychok Fundamentals of Stack Gas Dispersion third ed. 1994 Milton Beychok, Pub. Irvine, CA 193pp
2. H.M. Cartwright, and S.P. Harris Analysis of the distribution of airborne pollution using GAs Atmospheric Environment 27A 12 1993 1783 1791
3. EPA Revision to the guidelines on air quality models: Adoption of a preferred long range transport model and other revisions, Federal Register 68 72 2003 40 CFR Part 51
4. D.E. Goldberg Genetic Algorithms in Search, Optimization, and Machine Learning 1989 Addison-Wesley New York
5. R.L. Haupt, and S.E. Haupt Optimum population size and mutation rate for a simple real genetic algorithm that optimizes array factors Applied Computational Electromagnetics Society Journal 15 2000 94 102
6. R.L. Haupt, and S.E. Haupt Practical Genetic Algorithms second ed. with CD 2004 Wiley New York, NY 255pp
7. Haupt, S.E., Young, G.S., Allen, C.T., 2005. Validation of a receptor/dispersion model coupled with a genetic algorithm using synthetic data. Journal of Applied Meteorology, submitted.
8. J.H. Holland Adaptation in Natural and Artificial Systems 1975 The University of Michigan Press Ann Arbor
9. A.V. Kumar, R.S. Patil, and K.S.V. Nambi A composite receptor and dispersion model approach for estimation of effective emission factors for vehicles Atmospheric Environment 38 2004 7065 7072
10. D.H. Loughlin, S.R. Ranjithan, J.W. Baugh Jr., and E.D. Brill Jr. Application of GAs for the Design of Ozone Control Strategies Journal of the Air & Waste Management Association 50 2000 1050 1063
11. S.L. Miller, M.J. Anderson, E.P. Daly, and J.B. Milford Source apportionment of exposures to volatile organic compounds. I. Evaluation of receptor models using simulated exposure data Atmospheric Environment 36 2002 3629 3641
12. R. Penrose A Generalized Inverse for Matrices Proceedings of Cambridge Philosophical Society 51 1955 406 413
13. R. Qin, and K. Oduyemi Atmospheric aerosol source identification and estimates of source contributions to air pollution in Dundee, UK Atmospheric Environment 37 2003 1799 1809
14. A. Venkatram J.C. Wyngaard Lectures on Air Pollution Modeling 1988 American Meteorological Society Boston, MA 390pp
15. J.C. Wyngaard Atmospheric turbulence Annual Review of Fluid Mechanics 24 1992 205 233
16. J.C. Wyngaard, and L.J. Peltier Experimental micrometeorology in an era of turbulence simulation Boundary-Layer Meteorology 78 1996 71 86