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Disc cutter life 1

GMDH 1

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Shield tunneling 1

modal strain energy 1

optimization damage detection 1

pedestrian density 1

regression analysis 1

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Presentation of regression analysis, GP and GMDH models to predict the pedestrian density in various

Iraj BARGEGOL; Seyed Mohsen HOSSEINIAN; Vahid NAJAFI MOGHADDAM GILANI; Mohammad NIKOOKAR; Alireza OROUEI

Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 2,   Pages 250-265 doi: 10.1007/s11709-021-0785-x

Abstract: prediction models of density were obtained using genetic programming (GP) and group method of data handling (GMDHResults also indicated that GP had a higher R2 than GMDH in the prediction of pedestrian

Keywords: pedestrian density     regression analysis     GP model     GMDH model    

Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Article

Khalid Elbaz, Shui-Long Shen, Annan Zhou, Zhen-Yu Yin, Hai-Min Lyu

Engineering 2021, Volume 7, Issue 2,   Pages 238-251 doi: 10.1016/j.eng.2020.02.016

Abstract: estimate the disc cutter life (Hf) by integrating a group method of data handling (GMDHThe efficiency and effectiveness of the GMDH network structure are optimized by the GA, which enables

Keywords: Disc cutter life     Shield tunneling     Operational parameters     GMDH–GA    

An efficient two-stage approach for structural damage detection using meta-heuristic algorithms and group method of data handling surrogate model

Hamed FATHNEJAT, Behrouz AHMADI-NEDUSHAN

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 4,   Pages 907-929 doi: 10.1007/s11709-020-0628-1

Abstract: Moreover, a modal property change vector is evaluated using the group method of data handling (GMDH)Finally, in order to achieve the most generalized neural network as a surrogate model, GMDH performanceMoreover, the GMDH model is also more efficient and mimics the behavior of the structure slightly better

Keywords: two-stage method     modal strain energy     surrogate model     GMDH     optimization damage detection    

Title Author Date Type Operation

Presentation of regression analysis, GP and GMDH models to predict the pedestrian density in various

Iraj BARGEGOL; Seyed Mohsen HOSSEINIAN; Vahid NAJAFI MOGHADDAM GILANI; Mohammad NIKOOKAR; Alireza OROUEI

Journal Article

Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type

Khalid Elbaz, Shui-Long Shen, Annan Zhou, Zhen-Yu Yin, Hai-Min Lyu

Journal Article

An efficient two-stage approach for structural damage detection using meta-heuristic algorithms and group method of data handling surrogate model

Hamed FATHNEJAT, Behrouz AHMADI-NEDUSHAN

Journal Article