Application of multi-hybrid metaheuristic algorithm on prediction of split-tensile strength of shear connectors |
Liu, Chao
(Shenyang Borlid Technology Co., Ltd.)
Zandi, Yousef (Department of Civil Engineering, Tabriz Branch, Islamic Azad University) Rahimi, Abouzar (Department of Civil Engineering, Tabriz Branch, Islamic Azad University) Peng, Yongli (Ma'anshan University) Ge, Genwang (Ma'anshan University) Khadimallah, Mohamed Amine (Prince Sattam Bin Abdulaziz University, College of Engineering, Civil Engineering Department) Issakhov, Alibek (Al-Farabi Kazakh National University) Yu, Subbotina Tatyana (South Ural State University, Russian Federation) |
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86 | Shah, S., Ramli Sulong, N.H., Shariati, M., Khan, R. and Jumaat, M. (2016a), "Behavior of steel pallet rack beam-to-column connections at elevated temperatures", Thin-Wall. Struct., 106, 471-483. https://doi.org/10.1016/j.tws.2016.05.021 DOI |
87 | Shariati, M. (2013), "Behaviour of C-shaped shear connectors in stell concrete composite beams", Jabatan Kejuruteraan Awam, Fakulti Kejuruteraan, Universiti Malaya. |
88 | Han, I.-J., Yuan, T.-F., Lee, J.-Y., Yoon, Y.-S. and Kim, J.-H. (2019), "Learned prediction of compressive strength of GGBFS concrete using hybrid artificial neural network models", Materials, 12(22), 3708. https://doi.org/10.3390/ma12223708 DOI |
89 | Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2012e), "Fatigue energy dissipation and failure analysis of channel shear connector embedded in the lightweight aggregate concrete in composite bridge girders", Proceedings of the 5th International Conference on Engineering Failure Analysis, The Hague, The Netherlands, July. |
90 | Wei, X., Shariati, M., Zandi, Y., Pei, S., Jin, Z., Gharachurlu, S., Abdullahi, M.M., Tahir, M.M. and Khorami, M. (2018), "Distribution of shear force in perforated shear connectors", Steel Compos. Struct., Int. J., 27(3), 389-399. http://doi.org/10.12989/scs.2018.27.3.389 DOI |
91 | Yazdani, M., Kabirifar, K., Frimpong, B.E., Shariati, M., Mirmozaffari, M. and Boskabadi, A. (2020), "Improving construction and demolition waste collection service in an urban area using a simheuristic approach: A case study in Sydney, Australia", J. Cleaner Product., 280, 124138. https://doi.org/10.1016/j.jclepro.2020.124138 DOI |
92 | Fanaie, N. and Tahriri, M. (2017), "Stability and stiffness analysis of a steel frame with an oblique beam using method of least work", J. Constr. Steel Res., 137, 342-357. https://doi.org/10.1016/j.jcsr.2017.06.032 DOI |
93 | Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2012d), "Behaviour of C-shaped angle shear connectors under monotonic and fully reversed cyclic loading: An experimental study", Mater. Des., 41, 67-73. https://doi.org/10.1016/j.matdes.2012.04.039 DOI |
94 | Shariati, M., Mafipour, M.S., Mehrabi, P., Shariati, A., Toghroli, A., Trung, N.T. and Salih, M.N. (2020j), "A novel approach to predict shear strength of tilted angle connectors using artificial intelligence techniques", Eng. Comput., 37, 2089-2109. https://doi.org/10.1007/s00366-019-00930-x DOI |
95 | Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M. and Mahoutian, M. (2011a), "Shear resistance of channel shear connectors in plain, reinforced and lightweight concrete", Scientif. Res. Essays, 6(4), 977-983. |
96 | Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M. and Shariati, A. (2011c), "Experimental and numerical investigations of channel shear connectors in high strength concrete", Proceedings of the 2011 World Congress on Advances in Structural Engineering and Mechanics (ASEM'11+). |
97 | Shariati, M., Azar, S. M., Arjomand, M.-A., Tehrani, H. S., Daei, M. and Safa, M. (2019a), "Comparison of dynamic behavior of shallow foundations based on pile and geosynthetic materials in fine-grained clayey soils", Geomech. Eng., Int. J., 19(6), 473-484. https://doi.org/10.12989/gae.2019.19.6.473 DOI |
98 | Arabnejad Khanouki, M.M., Ramli Sulong, N.H., Shariati, M. and Tahir, M.M. (2016), "Investigation of through beam connection to concrete filled circular steel tube (CFCST) column", J. Constr. Steel Res., 121, 144-162. https://doi.org/10.1016/j.jcsr.2016.01.002 DOI |
99 | Heydari, A. and Shariati, M. (2018), "Buckling analysis of tapered BDFGM nano-beam under variable axial compression resting on elastic medium", Struct. Eng. Mech., Int. J., 66(6), 737-748. https://doi.org/10.12989/sem.2018.66.6.737 DOI |
100 | Hu, J., Wang, M., Zhao, C., Pan, Q. and Du, C. (2020a), "Formation control and collision avoidance for multi-UAV systems based on Voronoi partition", Sci. China Technol. Sci., 63(1), 65-72. https://doi.org/10.1007/s11431-018-9449-9 DOI |
101 | Iqtidar, A., Bahadur Khan, N., Kashif-ur-Rehman, S., Faisal Javed, M., Aslam, F., Alyousef, R., Alabduljabbar, H. and Mosavi, A. (2021), "Prediction of Compressive Strength of Rice Husk Ash Concrete through Different Machine Learning Processes", Crystals, 11(4), 352. https://doi.org/10.3390/cryst11040352 DOI |
102 | Shariati, M., Trung, N.-T., Wakil, K., Mehrabi, P., Safa, M. and Khorami, M. (2019g), "Moment-rotation estimation of steel rack connection using extreme learning machine", Steel Compos. Struct., Int. J., 31(5), 427-435. https://doi.org/10.12989/scs.2019.31.5.427 DOI |
103 | Shariati, M., Faegh, S.S., Mehrabi, P., Bahavarnia, S., Zandi, Y., Masoom, D.R., Toghroli, A., Trung, N.-T. and Salih, M.N. (2019b), "Numerical study on the structural performance of corrugated low yield point steel plate shear walls with circular openings", Steel Compos. Struct., Int. J., 33(4), 569-581. https://doi.org/10.12989/scs.2019.33.4.569 DOI |
104 | Shariati, M., Heyrati, A., Zandi, Y., Laka, H., Toghroli, A., Kianmehr, P., Safa, M., Salih, M.N. and Poi-Ngian, S. (2019c), "Application of waste tire rubber aggregate in porous concrete", Smart Struct. Syst., Int. J., 24(4), 553-566. https://doi.org/10.12989/sss.2019.24.4.553 DOI |
105 | Shariati, M., Mafipour, M.S., Mehrabi, P., Zandi, Y., Dehghani, D., bahadori, A., Shariati, A., Trung, N.T., Salih, M.N. and PoiNgian, S. (2019e), "Application of Extreme Learning Machine (ELM) and Genetic Programming (GP) to design steel-concrete composite floor systems at elevated temperatures", Steel Compos. Struct., Int. J., 33(3), 319-332. https://doi.org/10.12989/scs.2019.33.3.319 DOI |
106 | Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Shariati, M. (2012a), "Investigation of channel shear connectors for composite concrete and steel T-beam", Int. J. Phys. Sci., 7(11), 1828-1831. https://doi.org/10.5897/IJPS11.1604 DOI |
107 | Shariati, M., Ramli Sulong, N.H. and Arabnejad Khanouki, M.M. (2012c), "Experimental assessment of channel shear connectors under monotonic and fully reversed cyclic loading in high strength concrete", Mater. Des., 34, 325-331. https://doi.org/10.1016/j.matdes.2011.08.008 DOI |
108 | Zhang, C. (2014), "Control force characteristics of different control strategies for the wind-excited 76-story benchmark building structure", Adv. Struct. Eng., 17(4), 543-559. https://doi.org/10.1260/1369-4332.17.4.543 DOI |
109 | Zhang, C. and Mousavi, A.A. (2020), "Blast loads induced responses of RC structural members: State-of-the-art review", Compos. Part B: Eng., 195, 108066. https://doi.org/10.1016/j.compositesb.2020.108066 DOI |
110 | Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Shariati, M. (2012b), "Various types of shear connectors in composite structures: A review", Int. J. Phys. Sci., 7(22), 2876-2890. https://doi.org/10.5897/IJPSx11.004 DOI |
111 | Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2013), "Comparison of behaviour between channel and angle shear connectors under monotonic and fully reversed cyclic loading", Constr. Build. Mater., 38, 582-593. https://doi.org/10.1016/j.conbuildmat.2012.07.050 DOI |
112 | Mehrabi, P., Shariati, M., Kabirifar, K., Jarrah, M., Rasekh, H., Trung, N.T., Shariati, A. and Jahandari, S. (2021), "Effect of pumice powder and nano-clay on the strength and permeability of fiber-reinforced pervious concrete incorporating recycled concrete aggregate", Constr. Build. Mater., 287, 122652. https://doi.org/10.1016/j.conbuildmat.2021.122652 DOI |
113 | Shariati, M., Ramli Sulong, N.H., Sinaei, H., Arabnejad Khanouki, M.M. and Shafigh, P. (2011d), "Behavior of channel shear connectors in normal and light weight aggregate concrete (experimental and analytical study)", Adv. Mater. Res., 168, 2303-2307. https://doi.org/10.4028/www.scientific.net/AMR.168-170.2303 DOI |
114 | Toghroli, A., Shariati, M., Karim, M.R. and Ibrahim, Z. (2017), "Investigation on composite polymer and silica fume-rubber aggregate pervious concrete", Proceedings of the 5th International Conference on Advances in Civil, Structural and Mechanical Engineering - CSM 2017, Zurich, Switzerland. |
115 | Zhang, C. and Wang, H. (2019a), "Robustness of the active rotary inertia driver system for structural swing vibration control subjected to multi-type hazard excitations", Appl. Sci., 9(20), 4391. https://doi.org/10.3390/app9204391 DOI |
116 | Zhang, C. and Wang, H. (2019b), "Swing vibration control of suspended structure using active rotary inertia driver system: Parametric analysis and experimental verification", Appl. Sci., 9(15), 3144. https://doi.org/10.3390/app9153144 DOI |
117 | Zhang, C., Li, L. and Ou, J. (2010), "Swinging motion control of suspended structures: Principles and applications", Struct. Control Health Monitor., 17(5), 549-562. https://doi.org/10.1002/stc.331 DOI |
118 | Toghroli, A., Shariati, M., Sajedi, F., Ibrahim, Z., Koting, S., Mohamad, E.T. and Khorami, M. (2018), "A review on pavement porous concrete using recycled waste materials", Smart Struct. Syst., Int. J., 22(4), 433-440. https://doi.org/10.12989/sss.2018.22.4.433 DOI |
119 | Trung, N.-T., Shahgoli, A.F., Zandi, Y., Shariati, M., Wakil, K., Safa, M. and Khorami, M. (2019a), "Moment-rotation prediction of precast beam-to-column connections using extreme learning machine", Struct. Eng. Mech., Int. J., 70(5), 639-647. https://doi.org/10.12989/sem.2019.70.5.639 DOI |
120 | Trung, N.T., Alemi, N., Haido, J.H., Shariati, M., Baradaran, S. and Yousif, S.T. (2019b), "Reduction of cement consumption by producing smart green concretes with natural zeolites", Smart Struct. Syst., Int. J., 24(3), 415-425. https://doi.org/10.12989/sss.2019.24.3.415 DOI |
121 | Milivojevic, M., Stopic, S., Friedrich, B., Stojanovic, B. and Drndarevic, D. (2012), "Computer modeling of high-pressure leaching process of nickel laterite by design of experiments and neural networks", Int. J. Minerals Metall. Mater., 19(7), 584-594. https://doi.org/10.1007/s12613-012-0599-x DOI |
122 | Mirsadeghi, M.R.H. and Fanaie, N. (2021), "Steel plate shear walls with partial length connection to vertical boundary element", Structures, 32, 1820-1838. https://doi.org/10.1016/j.istruc.2021.02.003 DOI |
123 | Zhu, L., Zhang, C., Guan, X., Uy, B., Sun, L. and Wang, B. (2018), "The multi-axial strength performance of composited structural BCW members subjected to shear forces", Steel Compos. Struct., Int. J., 27(1), 75-87. https://doi.org/10.12989/scs.2018.27.1.075 DOI |
124 | Weijian, Y. and Xiaohuangcan, H. (2017), "Comparison of reliability provisions in Chinese and American codes on structural concrete design", Building Struct., p. 04. |
125 | Arabnejad Khanouki, M.M., Ramli Sulong, N.H. and Shariati, M. (2010), "Investigation of seismic behaviour of composite structures with concrete filled square steel tubular (CFSST) column by push-over and time-history analyses", Proceedings of the 4th International Conference on Steel Composite Structures. |
126 | Zheng, J., Zhang, C. and Li, A. (2020), "Experimental investigation on the mechanical properties of curved metallic plate dampers", Appl. Sci., 10(1), 269. https://doi.org/10.3390/app10010269 DOI |
127 | Ziaei-Nia, A., Shariati, M. and Salehabadi, E. (2018), "Dynamic mix design optimization of high-performance concrete", Steel Compos. Struct., Int. J., 29(1), 67-75. https://doi.org/10.12989/scs.2018.29.1.067 DOI |
128 | MacArthur, E. (2013), "Towards the circular economy", J. Indust. Ecol., 2, 23-44. |
129 | Li, C., Sun, L., Xu, Z., Wu, X., Liang, T. and Shi, W. (2020), "Experimental investigation and error analysis of high precision FBG displacement sensor for structural health monitoring", Int. J. Struct. Stabil. Dyn., 20(6), 2040011. https://doi.org/10.1142/S0219455420400118 DOI |
130 | Luo, Z., Sinaei, H., Ibrahim, Z., Shariati, M., Jumaat, Z., Wakil, K., Pham, B.T., Mohamad, E.T. and Khorami, M. (2019), "Computational and experimental analysis of beam to column joints reinforced with CFRP plates", Steel Compos. Struct., Int. J., 30(3), 271-280. http://doi.org/10.12989/scs.2019.30.3.271 DOI |
131 | Mansouri, I., Shariati, M., Safa, M., Ibrahim, Z., Tahir, M. and Petkovic, D. (2019), "Analysis of influential factors for predicting the shear strength of a V-shaped angle shear connector in composite beams using an adaptive neuro-fuzzy technique", J. Intell. Manuf., 30(3), 1247-1257. DOI |
132 | Shariati, M., Sulong, N.R. and Khanouki, M.A. (2012f), "Experimental assessment of channel shear connectors under monotonic and fully reversed cyclic loading in high strength concrete", Mater. Des., 34, 325-331. https://doi.org/10.1016/j.matdes.2011.08.008 DOI |
133 | Zhang, C., Alam, Z., Sun, L., Su, Z. and Samali, B. (2019), "Fibre Bragg grating sensor-based damage response monitoring of an asymmetric reinforced concrete shear wall structure subjected to progressive seismic loads", Struct. Control Health Monitor., 26(3), e2307. https://doi.org/10.1002/stc.2307 DOI |
134 | Xie, Q., Sinaei, H., Shariati, M., Khorami, M., Mohamad, E.T. and Bui, D.T. (2019), "An experimental study on the effect of CFRP on behavior of reinforce concrete beam column connections", Steel Compos. Struct., Int. J., 30(5), 433-441. https://doi.org/10.12989/scs.2019.30.5.433 DOI |
135 | Zhang, C. and Ou, J. (2015), "Modeling and dynamical performance of the electromagnetic mass driver system for structural vibration control", Eng. Struct., 82, 93-103. https://doi.org/10.1016/j.engstruct.2014.10.029 DOI |
136 | Zhang, C.W., Ou, J.P. and Zhang, J.Q. (2006), "Parameter optimization and analysis of a vehicle suspension system controlled by magnetorheological fluid dampers", Structural Control and Health Monitoring: The Official Journal of the International Association for Structural Control and Monitoring and of the European Association for the Control of Structures, 13(5), 885-896. https://doi.org/10.1002/stc.63 DOI |
137 | Hu, J., Zhang, H., Liu, L., Zhu, X., Zhao, C. and Pan, Q. (2020c), "Convergent multiagent formation control with collision avoidance", IEEE Transact. Robotics, 36(6), 1805-1818. https://doi.org/10.1109/TRO.2020.2998766 DOI |
138 | Nosrati, A., Zandi, Y., Shariati, M., Khademi, K., Darvishnezhad Aliabad, M., Marto, A., Mu'azu, M., Ghanbari, E., Mandizadeh, M.B. and Shariati, A. (2018), "Portland cement structure and its major oxides and fineness", Smart Struct. Syst., Int. J., 22(4), 425-432. https://doi.org/10.12989/sss.2018.22.4.425 DOI |
139 | Naghipour, M., Yousofizinsaz, G. and Shariati, M. (2020b), "Experimental study on axial compressive behavior of welded built-up CFT stub columns made by cold-formed sections with different welding lines", Steel Compos. Struct., Int. J., 34(3), 347-359. https://doi.org/10.12989/scs.2020.34.3.347 DOI |
140 | Nasrollahi, S., Maleki, S., Shariati, M., Marto, A. and Khorami, M. (2018), "Investigation of pipe shear connectors using push out test", Steel Compos. Struct., Int. J., 27(5), 537-543. http://doi.org/10.12989/scs.2018.27.5.537 DOI |
141 | Khan, M., Zafar, A., Farooq, F., Javed, M., Alyousef, R., Alabduljabbar, H. and Khan, M. (2021), "Geopolymer Concrete Compressive Strength via Artificial Neural Network, Adaptive Neuro Fuzzy Interface System, and Gene Expression Programming With K-Fold Cross Validation", Front. Mater., 8, 621163. https://doi.org/10.3389/fmats.2021.621163 DOI |
142 | Afshar, A., Jahandari, S., Rasekh, H., Shariati, M., Afshar, A. and Shokrgozar, A. (2020), "Corrosion resistance evaluation of rebars with various primers and coatings in concrete modified with different additives", Constr. Build. Mater., 262, 120034. https://doi.org/10.1016/j.conbuildmat.2020.120034 DOI |
143 | Shariati, M., Rafiei, S., Zandi, Y., Fooladvand, R., Gharehaghaj, B., Shariat, A., Trung, N.T., Salih, M.N., Mehrabi, P. and PoiNgian, S. (2019f), "Experimental investigation on the effect of cementitious materials on fresh and mechanical properties of self-consolidating concrete", Adv. Concrete Constr., Int. J., 8(3), 225-237. https://doi.org/10.12989/acc.2019.8.3.225 DOI |
144 | Toghroli, A., Suhatril, M., Ibrahim, Z., Safa, M., Shariati, M. and Shamshirband, S. (2016), "Potential of soft computing approach for evaluating the factors affecting the capacity of steel- concrete composite beam", J. Intell. Manuf., 1-9. https://doi.org/10.1007/s10845-016-1217-y DOI |
145 | Toghroli, A., Mehrabi, P., Shariati, M., Trung, N.T., Jahandari, S. and Rasekh, H. (2020), "Evaluating the use of recycled concrete aggregate and pozzolanic additives in fiber-reinforced pervious concrete with industrial and recycled fibers", Constr. Build. Mater., 252, 118997. https://doi.org/10.1016/j.conbuildmat.2020.118997 DOI |
146 | Abedini, M. and Zhang, C. (2020), "Dynamic performance of concrete columns retrofitted with FRP using segment pressure technique", Compos. Struct., 113473. https://doi.org/10.1016/j.compstruct.2020.113473 DOI |
147 | Abedini, M., Zhang, C., Mehrmashhadi, J. and Akhlaghi, E. (2020), "Comparison of ALE, LBE and pressure time history methods to evaluate extreme loading effects in RC column", Structures, 28, 456-466. https://doi.org/10.1016/j.istruc.2020.08.084 DOI |
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