Multi-Objective Particle Swarm Optimization of Vertical Electrical Sounding and Time-Domain Electromagnetic Data

References

1. Coello Coello, C.A., Pulido, G.T. and Lechuga, M.S.
   [2004] Handling Multiple Objectives with Particle Swarm Optimization. IEEE Transactions on Evolutionary Computation, 8(3), 256–279.
   [Google Scholar]
2. Constable, S.C., Parker, R.L. and Constable, C.G.
   [1987] Occam’s inversion: A practical algorithm for generating smooth models from electromagnetic sounding data. Geophysics, 52(3), 289–300.
   [Google Scholar]
3. Dal Moro, G. and Pipan, M.
   [2007] Joint inversion of surface wave dispersion curves and reflection travel times via multi-objective evolutionary algorithms. Journal of Applied Geophysics, 61, 56–81.
   [Google Scholar]
4. Fernández Martínez, J. L., García Gonzalo, E. and Naudet, V.
   [2010] Particle swarm optimization applied to solving and appraising the streaming-potential inverse problem. Geophysics, 75(4), WA3–WA15.
   [Google Scholar]
5. Godio, A. and Santilano, A.
   [2018] On the optimization of electromagnetic geophysical data: Application of the PSO algorithm. Journal of Applied Geophysics, 148, 163–174.
   [Google Scholar]
6. Ingeman-Nielsen, T. and Baumgartner, F.
   [2006] CR1Dmod: A Matlab program to model 1D complex resistivity effects in electrical and electromagnetic surveys. Computers & Geosciences, 32, 1411–1419.
   [Google Scholar]
7. Kennedy, J. and Eberhart, R.
   [1995] Particle Swarm Optimization. 24th European Meeting of Environmental and Engineering Geophysics, IV, 1942–1948.
   [Google Scholar]
8. Paasche, H. and Tronicke, L.
   [2014] Nonlinear joint inversion of tomographic data using swarm intelligence. Geophysics, 79(4), R133–R149.
   [Google Scholar]
9. Pace, F., Santilano, A. and Godio, A.
   [2017] Particle Swarm Optimization of Electromagnetic Data with Parallel Computing in the 2D Case. 24th European Meeting of Environmental and Engineering Geophysics, Extended Abstracts, Tu23B04. DOI: 10.3997/2214‑4609.201702021
   https://doi.org/10.3997/2214-4609.201702021 [Google Scholar]
10. Pareto, V.
    [1886] Cours d’economie politique, vols. I and II. F. Rouge, Lausanne.
    [Google Scholar]
11. Piatti, C., Boiero, D., Godio, A. and Socco, L.V.
    [2010] Improved Monte Carlo 1D inversion of vertical electrical sounding and time-domain electromagnetic data. Near Surface Geophysics, 8, 117–133.
    [Google Scholar]
12. Santilano, A., Godio, A. and Manzella, A.
    [2018] Particle swarm optimization for simultaneous analysis of Magnetotelluric (MT) and Time Domain EM (TDEM) data. Geophysics, 83(3), E151–E159.
    [Google Scholar]
13. Schnaidt, S., Conway, D., Krieger, L. and Heinson, G.
    [2018] Pareto-Optimal Multi-Objective Inversion of Geophysical Data. Pure and Applied Geophysics. https://doi.org/10.1007/s00024-018-1784-2
    [Google Scholar]
14. Tripathi, P.K., Bandyopadhyay, S. and Pal, S.K.
    [2007] Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients. Information Sciences, 177, 5033–5049.
    [Google Scholar]