메뉴 건너뛰기




Volumn 40, Issue 4, 2008, Pages 375-408

Feasibility analysis of the use of binary genetic algorithms as importance samplers application to a 1-D DC resistivity inverse problem

Author keywords

Genetic algorithms; Inverse problems; Monte Carlo methods; Vertical electrical soundings

Indexed keywords

ELECTRIC CONDUCTIVITY; GENETIC ALGORITHMS; INVERSE PROBLEMS; LINEARIZATION; MATHEMATICAL MODELS; MONTE CARLO METHODS; ONE DIMENSIONAL; SAMPLING; TWO DIMENSIONAL;

EID: 43049112481     PISSN: 18748961     EISSN: 18748953     Source Type: Journal    
DOI: 10.1007/s11004-008-9151-y     Document Type: Article
Times cited : (53)

References (32)
  • 1
    • 0024194017 scopus 로고
    • Automatic 1-D waveform inversion of marine seismic refraction data
    • PW Cary CH Chapmann 1988 Automatic 1-D waveform inversion of marine seismic refraction data Geophys J R Astron Soc 93 527 546 Cary PW, Chapmann CH (1988) Automatic 1-D waveform inversion of marine seismic refraction data. Geophys J R Astron Soc 93:527–546
    • (1988) Geophys J R Astron Soc , vol.93 , pp. 527-546
    • Cary, PW1    Chapmann, CH2
  • 2
    • 32344446687 scopus 로고
    • Understanding the Metropolis–Hastings algorithm
    • S Chib E Greenberg 1995 Understanding the Metropolis–Hastings algorithm Am Stat 49 4 327 335 10.2307/2684568 Chib S, Greenberg E (1995) Understanding the Metropolis–Hastings algorithm. Am Stat 49(4):327–335
    • (1995) Am Stat , vol.49 , Issue.4 , pp. 327-335
    • Chib, S1    Greenberg, E2
  • 3
    • 0029730826 scopus 로고    scopus 로고
    • 2-D resistivity inversion using spline parameterization and simulated annealing
    • RK Chunduru MK Sen PL Stoffa 1996 2-D resistivity inversion using spline parameterization and simulated annealing Geophysics 61 1 151 161 10.1190/1.1443935 Chunduru RK, Sen MK, Stoffa PL (1996) 2-D resistivity inversion using spline parameterization and simulated annealing. Geophysics 61(1):151–161
    • (1996) Geophysics , vol.61 , Issue.1 , pp. 151-161
    • Chunduru, RK1    Sen, MK2    Stoffa, PL3
  • 4
    • 0035271297 scopus 로고    scopus 로고
    • Tutorial: prior information, sampling distributions and the curse of dimensionality
    • A Curtis A Lomax 2001 Tutorial: prior information, sampling distributions and the curse of dimensionality Geophysics 66 2 372 378 10.1190/1.1444928 Curtis A, Lomax A (2001) Tutorial: prior information, sampling distributions and the curse of dimensionality. Geophysics 66(2):372–378
    • (2001) Geophysics , vol.66 , Issue.2 , pp. 372-378
    • Curtis, A1    Lomax, A2
  • 5
    • 85121071005 scopus 로고    scopus 로고
    • Fernández Alvarez P (2004) Análisis y resolución numérica de un problema inverso en geofísica medioambiental. Aplicación al caso de los sondeos eléctricos verticales. PhD thesis, Universidad de Oviedo
  • 6
    • 85121075279 scopus 로고    scopus 로고
    • Fernández Alvarez P, Fernández Martínez JL, Menéndez Pérez CO (2004) A posteriori inference of model parameters in a geophysical inverse problem using GA. In: Soft methodology and random information systems. Advances in soft computing, pp 709–711
  • 7
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images
    • S Geman D Geman 1984 Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images IEEE Trans Pattern Anal Mach Intell 6 721 741 10.1109/TPAMI.1984.4767596 Geman S, Geman D (1984) Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images. IEEE Trans Pattern Anal Mach Intell 6:721–741
    • (1984) IEEE Trans Pattern Anal Mach Intell , vol.6 , pp. 721-741
    • Geman, S1    Geman, D2
  • 8
    • 0003722376 scopus 로고
    • Genetic Algorithms in search, optimization and machine learning
    • DE Goldberg 1989 Genetic Algorithms in search, optimization and machine learning Addison-Wesley Reading Goldberg DE (1989) Genetic Algorithms in search, optimization and machine learning. Addison-Wesley, Reading
    • (1989)
    • Goldberg, DE1
  • 9
    • 84977730437 scopus 로고
    • The application of linear filter theory to the direct interpretation of geoelectrical resistivity sounding measurements
    • DP Gosh 1971 The application of linear filter theory to the direct interpretation of geoelectrical resistivity sounding measurements Geophys Prospect 19 192 217 10.1111/j.1365-2478.1971.tb00593.x Gosh DP (1971a) The application of linear filter theory to the direct interpretation of geoelectrical resistivity sounding measurements. Geophys Prospect 19:192–217
    • (1971) Geophys Prospect , vol.19 , pp. 192-217
    • Gosh, DP1
  • 10
    • 84977727377 scopus 로고
    • Inverse filter coefficients for the computation of apparent resistivity standard curves for a horizontally stratified earth
    • DP Gosh 1971 Inverse filter coefficients for the computation of apparent resistivity standard curves for a horizontally stratified earth Geophys Prospect 19 769 777 10.1111/j.1365-2478.1971.tb00915.x Gosh DP (1971b) Inverse filter coefficients for the computation of apparent resistivity standard curves for a horizontally stratified earth. Geophys Prospect 19:769–777
    • (1971) Geophys Prospect , vol.19 , pp. 769-777
    • Gosh, DP1
  • 11
    • 0000515915 scopus 로고    scopus 로고
    • Resolution of seismic waveform inversion: Bayes vs Occam
    • W Gouveia J Scales 1997 Resolution of seismic waveform inversion: Bayes vs Occam Inverse Probl 13 323 349 10.1088/0266-5611/13/2/009 Gouveia W, Scales J (1997) Resolution of seismic waveform inversion: Bayes vs Occam. Inverse Probl 13:323–349
    • (1997) Inverse Probl , vol.13 , pp. 323-349
    • Gouveia, W1    Scales, J2
  • 12
    • 0003640980 scopus 로고    scopus 로고
    • Rank deficient and discrete ill-posed problems. Numerical aspects of linear inversion
    • C Hansen 1998 Rank deficient and discrete ill-posed problems. Numerical aspects of linear inversion Library of Congress Philadelpia Hansen C (1998) Rank deficient and discrete ill-posed problems. Numerical aspects of linear inversion. Library of Congress, Philadelpia
    • (1998)
    • Hansen, C1
  • 13
    • 0003463297 scopus 로고
    • Adaptation in natural and artificial systems
    • JH Holland 1975 Adaptation in natural and artificial systems University of Michigan Press Ann Arbor Holland JH (1975) Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor
    • (1975)
    • Holland, JH1
  • 14
    • 85121066285 scopus 로고    scopus 로고
    • Instituto Geológico Minero de España (1988) Prospección geoléctrica en la zona de Águilas (Murcia). Internal report
  • 15
    • 85121076993 scopus 로고    scopus 로고
    • Joines J, Houck C (1994) On the use of nonstationary penalty functions to solve constrained optimization problems with GA. In: IEEE international symposium on evolutionary computation, Orlando, FL, pp 579–584
  • 16
    • 0017680286 scopus 로고
    • A man/computer interpretation system for resistivity soundings over a horizontally stratified earth
    • HK Johanssen 1977 A man/computer interpretation system for resistivity soundings over a horizontally stratified earth Geophys Prospect 25 667 691 10.1111/j.1365-2478.1977.tb01196.x Johanssen HK (1977) A man/computer interpretation system for resistivity soundings over a horizontally stratified earth. Geophys Prospect 25:667–691
    • (1977) Geophys Prospect , vol.25 , pp. 667-691
    • Johanssen, HK1
  • 17
    • 0003416648 scopus 로고
    • Geosounding principles
    • O Koefoed 1979 Geosounding principles Elsevier Amsterdam Koefoed O (1979) Geosounding principles. Elsevier, Amsterdam
    • (1979)
    • Koefoed, O1
  • 18
    • 0026292640 scopus 로고
    • Monte Carlo estimation and resolution analysis of seismic background velocities
    • A Koren K Mosegaard E Landa P Thore A Tarantola 1991 Monte Carlo estimation and resolution analysis of seismic background velocities J Geophys Res 96 289 299 10.1029/91JB02278 Koren A, Mosegaard K, Landa E, Thore P, Tarantola A (1991) Monte Carlo estimation and resolution analysis of seismic background velocities. J Geophys Res 96:289–299
    • (1991) J Geophys Res , vol.96 , pp. 289-299
    • Koren, A1    Mosegaard, K2    Landa, E3    Thore, P4    Tarantola, A5
  • 19
    • 0000314626 scopus 로고
    • The fundamental equations of electrical prospecting
    • R Maillet 1947 The fundamental equations of electrical prospecting Geophysics 12 529 556 10.1190/1.1437342 Maillet R (1947) The fundamental equations of electrical prospecting. Geophysics 12:529–556
    • (1947) Geophysics , vol.12 , pp. 529-556
    • Maillet, R1
  • 20
    • 0034013073 scopus 로고    scopus 로고
    • A Bayesian criterion for simplicity in inverse problem parameterization
    • A Malinverno 2000 A Bayesian criterion for simplicity in inverse problem parameterization Geophys J Int 140 267 285 10.1046/j.1365-246x.2000.00008.x Malinverno A (2000) A Bayesian criterion for simplicity in inverse problem parameterization. Geophys J Int 140:267–285
    • (2000) Geophys J Int , vol.140 , pp. 267-285
    • Malinverno, A1
  • 21
    • 0003540748 scopus 로고
    • Genetic algorithm + data structures = evolution programs
    • A Michalewicz 1992 Genetic algorithm + data structures = evolution programs Springer Berlin Michalewicz A (1992) Genetic algorithm + data structures = evolution programs. Springer, Berlin
    • (1992)
    • Michalewicz, A1
  • 22
    • 0000462567 scopus 로고    scopus 로고
    • Resolution analysis of general inverse problems through inverse Monte Carlo sampling
    • K Mosegaard 1998 Resolution analysis of general inverse problems through inverse Monte Carlo sampling Inverse Probl 14 404 426 10.1088/0266-5611/14/3/004 Mosegaard K (1998) Resolution analysis of general inverse problems through inverse Monte Carlo sampling. Inverse Probl 14:404–426
    • (1998) Inverse Probl , vol.14 , pp. 404-426
    • Mosegaard, K1
  • 23
    • 0036608343 scopus 로고    scopus 로고
    • Monte Carlo Analysis of inverse problems
    • K Mosegaard M Sambridge 2002 Monte Carlo Analysis of inverse problems Inverse Probl 18 29 54 10.1088/0266-5611/18/3/201 Mosegaard K, Sambridge M (2002) Monte Carlo Analysis of inverse problems. Inverse Probl 18:29–54
    • (2002) Inverse Probl , vol.18 , pp. 29-54
    • Mosegaard, K1    Sambridge, M2
  • 24
    • 0029481451 scopus 로고
    • Monte Carlo sampling of solutions to inverse problems
    • K Mosegaard A Tarantola 1995 Monte Carlo sampling of solutions to inverse problems J Geophys Res B 100 7 12431 12447 10.1029/94JB03097 Mosegaard K, Tarantola A (1995) Monte Carlo sampling of solutions to inverse problems. J Geophys Res B 100(7):12431–12447
    • (1995) J Geophys Res B , vol.100 , Issue.7 , pp. 12431-12447
    • Mosegaard, K1    Tarantola, A2
  • 25
    • 0012624595 scopus 로고
    • Prospección geoeléctrica en corriente continua
    • E Orellana 1982 Prospección geoeléctrica en corriente continua Paraninfo Madrid Orellana E (1982) Prospección geoeléctrica en corriente continua. Paraninfo, Madrid
    • (1982)
    • Orellana, E1
  • 26
    • 0002197985 scopus 로고
    • Direct method of interpretation in resistivity prospecting
    • CL Pekeris 1940 Direct method of interpretation in resistivity prospecting Geophysics 5 31 42 10.1190/1.1441791 Pekeris CL (1940) Direct method of interpretation in resistivity prospecting. Geophysics 5:31–42
    • (1940) Geophysics , vol.5 , pp. 31-42
    • Pekeris, CL1
  • 27
    • 0022220802 scopus 로고
    • Nonlinear inversion statistical mechanics and residual statics corrections
    • DH Rothman 1985 Nonlinear inversion statistical mechanics and residual statics corrections Geophysics 50 2794 2796 Rothman DH (1985) Nonlinear inversion statistical mechanics and residual statics corrections. Geophysics 50:2794–2796
    • (1985) Geophysics , vol.50 , pp. 2794-2796
    • Rothman, DH1
  • 28
    • 0000910078 scopus 로고    scopus 로고
    • To Bayes or not to Bayes
    • JA Scales R Snieder 1997 To Bayes or not to Bayes Geophysics 62 4 1045 1046 Scales JA, Snieder R (1997) To Bayes or not to Bayes. Geophysics 62(4):1045–1046
    • (1997) Geophysics , vol.62 , Issue.4 , pp. 1045-1046
    • Scales, JA1    Snieder, R2
  • 29
    • 5144229483 scopus 로고    scopus 로고
    • The anatomy of inverse problems
    • JA Scales R Snieder 2000 The anatomy of inverse problems Geophysics 65 6 1708 1710 Scales JA, Snieder R (2000) The anatomy of inverse problems. Geophysics 65(6):1708–1710
    • (2000) Geophysics , vol.65 , Issue.6 , pp. 1708-1710
    • Scales, JA1    Snieder, R2
  • 30
    • 33745261616 scopus 로고    scopus 로고
    • 2D inversion of direct current resistivity data using a parallel, multi-objective genetic algorithm
    • C Schwarzbach RU Börner K Spitzer 2005 2D inversion of direct current resistivity data using a parallel, multi-objective genetic algorithm Geophys J Int 162 685 695 10.1111/j.1365-246X.2005.02702.x Schwarzbach C, Börner RU, Spitzer K (2005) 2D inversion of direct current resistivity data using a parallel, multi-objective genetic algorithm. Geophys J Int 162:685–695
    • (2005) Geophys J Int , vol.162 , pp. 685-695
    • Schwarzbach, C1    Börner, RU2    Spitzer, K3
  • 31
    • 0027333664 scopus 로고
    • Nonlinear inversion of resistivity sounding data
    • MK Sen BB Bhattacharya PL Stoffa 1993 Nonlinear inversion of resistivity sounding data Geophysics 58 496 507 10.1190/1.1443432 Sen MK Bhattacharya BB, Stoffa PL (1993) Nonlinear inversion of resistivity sounding data. Geophysics 58:496–507
    • (1993) Geophysics , vol.58 , pp. 496-507
    • Sen, MK1    Bhattacharya, BB2    Stoffa, PL3
  • 32
    • 0001156477 scopus 로고
    • Sur la distribution électrique potentielle autour d’ une prise de tèrre ponctuelle dans un terrain à couches horizontales
    • SS Stefanesco C Schlumberger M Schlumberger 1930 Sur la distribution électrique potentielle autour d’ une prise de tèrre ponctuelle dans un terrain à couches horizontales J Phys Radium 1 132 140 10.1051/jphysrad:0193000104013200 Stefanesco SS, Schlumberger C, Schlumberger M (1930) Sur la distribution électrique potentielle autour d’ une prise de tèrre ponctuelle dans un terrain à couches horizontales. J Phys Radium 1:132–140
    • (1930) J Phys Radium , vol.1 , pp. 132-140
    • Stefanesco, SS1    Schlumberger, C2    Schlumberger, M3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.