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Keywords: evolutionary algorithm
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Proceedings Papers
Advances in Rock Excavation Technology
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Paper presented at the ISRM Regional Symposium - 12th Asian Rock Mechanics Symposium, November 22–26, 2022
Paper Number: ISRM-ARMS12-2022-001
.... & Min. Sci., 70, 450-459. 3. Hojjati S., Tumac D., Jeon S., (2021). Accurate performance prediction model for impact hammer using customized evolutionary algorithm, Tun. & Under. Space Tech., doi.org/10.1016/j.tust.2020.103773. 4. Hojjati S., Jeong H., Cho J.W., Tumac D., Jeon S., (2022). A prediction...
Proceedings Papers
Study on the Evaluation of Adaptability of Shield Machine Type Selection in Coastal Complex Stratum
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Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-330
.... Therefore, it is urgent to establish an evaluation model that can comprehensively evaluate the shield machine type selection in coastal complex stratum. geology machine learning evaluation shield artificial intelligence society iop publishing iop conf stratum geologist evolutionary algorithm...
Proceedings Papers
Back Analysis of Mechanical Parameters of Rock Masses Based on Multi-Point Time-Dependent Monitoring Data
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Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-658
... subdiscipline iaga-bp reservoir characterization society iop publishing iop conf conference tunnel displacement sensor machine learning environmental science 861 stability engineering prediction accuracy neuron artificial intelligence evolutionary algorithm deformation inversion fitness 11th...
Proceedings Papers
A New Location Method Without Pre-Measuring Wave Velocity Based on Particle Swarm Optimization
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Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-208
... of the most basic and core issues [8-11]. The location accuracy of the MS sources is directly related to the analysis and prediction of rock engineering disasters. geologist reservoir geomechanics geology society iop publishing iop conf evolutionary algorithm artificial intelligence geological...
Proceedings Papers
Influence of Geological Conditions of Rock Mass Ahead of Tunnel Face on the Prediction Performance of Uniaxial Compressive Strength Prediction Model
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Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-258
... reservoir characterization reservoir geomechanics optimization problem evolutionary algorithm geology artificial intelligence machine learning environmental science 861 algorithm optimization dataset conference prediction correlation tunnel ga-ann geological subdiscipline uniaxial...
Proceedings Papers
Numerical Simulation Research on Rockburst Prediction of Gaoloushan Deep Tunnel Based on Strength-Stress Ratio Method
Available to PurchaseYongzhen Xu, Fujun Zhang, Pei Xie, Shangkun Zhang, Xiaoming Sun, Chao Ren, Dongqiao Liu, Xiaodong Liu
Paper presented at the ISRM Regional Symposium - 11th Asian Rock Mechanics Symposium, October 21–25, 2021
Paper Number: ISRM-ARMS11-2021-503
... characterization engineering tunnel evolutionary algorithm reservoir geomechanics journal chinese journal artificial intelligence machine learning society iop publishing iop conf criterion simulation geological subdiscipline rock mechanic environmental science 861 prediction rockburst conference...
Proceedings Papers
Application Of Intelligent Rock Mechanics Methodology To Rock Engineering
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Paper presented at the ISRM International Symposium - 6th Asian Rock Mechanics Symposium, October 23–27, 2010
Paper Number: ISRM-ARMS6-2010-174
... learning Upstream Oil & Gas neural network stability analysis evolutionary algorithm classification Artificial Intelligence Feng optimization rock engineering support design application mechanical parameter recognition excavation intelligent rock mechanics methodology powerhouse tunnel...
Proceedings Papers
Recent Development And Applications Of Intelligent Rock Mechanics
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Paper presented at the ISRM International Symposium - 5th Asian Rock Mechanics Symposium, November 24–26, 2008
Paper Number: ISRM-ARMS5-2008-006
... Artificial Intelligence displacement evolutionary algorithm Engineering neural network Rock mechanics machine learning Upstream Oil & Gas numerical analysis Support Vector Machine optimization genetic algorithm excavation intelligent recognition intelligent rock mechanics...
Proceedings Papers
Bishop's Simplified Method And Particle Swarm Optimization Forlocation The Critical Failure Surface In Rock Slope Stability analysis
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Paper presented at the ISRM International Symposium - 5th Asian Rock Mechanics Symposium, November 24–26, 2008
Paper Number: ISRM-ARMS5-2008-069
... in the search space, i.e., (in minimization problems) the position with the lowest function value. Upstream Oil & Gas shear strain rock slope Artificial Intelligence calculation PSO evolutionary algorithm stability analysis neighborhood stability machine learning criterion failure...
Proceedings Papers
New Progress And Sustainable Development of Rock Mechanics And Engineering In China
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Paper presented at the ISRM International Symposium - 2nd Asian Rock Mechanics Symposium, September 11–14, 2001
Paper Number: ISRM-ARMS2-2001-001
... Artificial Intelligence Engineering reservoir geomechanics Upstream Oil & Gas evolutionary algorithm Wellbore Design stability rock mass tunnel chinese 1 excavation utilization deformation sustainable development application construction river Rock mechanics subsidence China mining...
Proceedings Papers
Parallel Computing Methods In Geotechnical Engineering
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Paper presented at the ISRM International Symposium - 2nd Asian Rock Mechanics Symposium, September 11–14, 2001
Paper Number: ISRM-ARMS2-2001-081
... genetic programming are reported. machine learning genetic programming safety factor clement method Artificial Intelligence evaluation subdomain parallel computing method evolutionary algorithm boundary window nt parallel genetic programming geotechnical engineering application...
Proceedings Papers
Optimization of Replacement Scheme of Soft Rock Mass At Large Cavern Group Using Evolutionary Finite Element Method
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Paper presented at the ISRM International Symposium - 2nd Asian Rock Mechanics Symposium, September 11–14, 2001
Paper Number: ISRM-ARMS2-2001-084
... mass deformation excavation optimum scheme damage zone replacement tunnel evolutionary algorithm structural geology replacement scheme main chamber construction cavern group Optimization of replacement scheme of soft rock mass at large cavern group using evolutionary Finite Element...
Proceedings Papers
Discovering Rock Mechanical Knowledge Using Auto-extracting Methods
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Paper presented at the ISRM International Symposium - 2nd Asian Rock Mechanics Symposium, September 11–14, 2001
Paper Number: ISRM-ARMS2-2001-102
... evolutionary algorithm stope rock mechanical knowledge coefficient Artificial Intelligence strength support degree mining depth neural network nonlinear relationship Case History acoustic emission behavior mechanical parameter auto-extracting method permanent shiplock machine...
Proceedings Papers
Parameter Identification Procedure of Initial Stress Field Parameters In Rock Masses Based On Genetic Algorithm
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Paper presented at the ISRM International Symposium - 2nd Asian Rock Mechanics Symposium, September 11–14, 2001
Paper Number: ISRM-ARMS2-2001-104
... is forced to remain unchanged during the evolution process. machine learning objective function vector rock mass probability evolutionary algorithm initial stress field displacement genetic algorithm fitness tunnel Artificial Intelligence inverse problem algorithm Parameter...
