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Geoscientific Instrumentation, Methods and Data Systems An interactive open-access journal of the European Geosciences Union

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Geosci. Instrum. Method. Data Syst., 6, 193-198, 2017
https://doi.org/10.5194/gi-6-193-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
Research article
10 Apr 2017
Application of particle swarm optimization for gravity inversion of 2.5-D sedimentary basins using variable density contrast
Kunal Kishore Singh and Upendra Kumar Singh
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Interactive discussionStatus: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
Printer-friendly Version - Printer-friendly version      Supplement - Supplement
 
RC1: 'comment', Anonymous Referee #1, 26 Sep 2016 Printer-friendly Version 
AC2: 'Reply on manuscript GI-2016-10', Upendra Singh, 18 Jan 2017 Printer-friendly Version Supplement 
 
RC2: '«Application of particle swarm optimization for gravity 1 inversion of 2.5-D sedimentary basins using variable density contrast» (authors Kunal Kishore Singh and Upendra Kumar Singh)', Vagif Gadirov, 18 Jan 2017 Printer-friendly Version Supplement 
AC3: 'Reply on manuscript GI-2016-10', Upendra Singh, 18 Jan 2017 Printer-friendly Version Supplement 
RC3: 'Application of Particle Swarm Optimization for Gravity Inversion of 2.5-D Sedimentary Basins using Variable Density Contrast Kunal Kishore Singh and Upendra Kumar Singh', Vagif Gadirov, 19 Jan 2017 Printer-friendly Version 
AC4: 'Re: manuscript(GI-2016-10)', Upendra Singh, 19 Jan 2017 Printer-friendly Version Supplement 
 
AC1: 'Reply on manuscript Gi-2016-10', Upendra Singh, 18 Jan 2017 Printer-friendly Version Supplement 
 
AC5: 'RE: Manuscript (gi-2016-10)', Upendra Singh, 19 Jan 2017 Printer-friendly Version Supplement 
RC4: 'Application of Particle Swarm Optimization for Gravity Inversion of 2.5-D Sedimentary Basins using Variable Density Contrast Kunal Kishore Singh and Upendra Kumar Singh', Vagif Gadirov, 23 Jan 2017 Printer-friendly Version 
 
RC5: 'comment on 'Application of Particle Swarm Optimization for Gravity Inversion of 2.5-D Sedimentary Basins using Variable Density Contrast Kunal Kishore Singh and Upendra Kumar Singh', Anonymous Referee #1, 24 Jan 2017 Printer-friendly Version 
AC6: 'Reply:GI-2016-10', Upendra Singh, 24 Jan 2017 Printer-friendly Version Supplement 
 
AC7: 'Reply:GI-2016-10', Upendra Singh, 24 Jan 2017 Printer-friendly Version Supplement 
CC BY 4.0
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Short summary
Particle swarm optimization is developed to estimate the model parameters of a 2.5-D sedimentary basin. PSO have been implemented on synthetic data and two field data. An observation has been made that PSO is affected by some levels of noise, but estimated depths are close to the true depths. The PSO results are well correlated with borehole samples and provide more geological viability than Marquardt results. Despite its long computation time, it is very simple to implement.
Particle swarm optimization is developed to estimate the model parameters of a 2.5-D sedimentary...
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