메뉴 건너뛰기




Volumn 27, Issue 5, 2015, Pages

Modeling of compressive strength of geopolymers by a hybrid ANFIS-ICA approach

Author keywords

Cementitious brittle matrix; Compressive strength; Geopolymer; Neuro fuzzy modeling; Optimization by imperialist competitive algorithm (ICA)

Indexed keywords

ALGORITHMS; CURING; FUZZY INFERENCE; GEOPOLYMERS; INORGANIC POLYMERS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; PORTLAND CEMENT; STRENGTH OF MATERIALS;

EID: 84927941895     PISSN: 08991561     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)MT.1943-5533.0001126     Document Type: Article
Times cited : (13)

References (25)
  • 1
    • 84879070321 scopus 로고    scopus 로고
    • 'Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir'
    • Ahmadi, M. A., Ebadi, M., Shokrollahi, A., and Majidi, S. M. J. (2013). "Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir". Appl. Soft Comput., 13(2), 1085-1098.
    • (2013) Appl. Soft Comput , vol.13 , Issue.2 , pp. 1085-1098
    • Ahmadi, M.A.1    Ebadi, M.2    Shokrollahi, A.3    Majidi, S.M.J.4
  • 2
    • 84863843497 scopus 로고    scopus 로고
    • 'Prediction of elastic modulus of normal and high strength concrete using ANFIS and optimal nonlinear regression models'
    • Ahmadi-Nedushan, B. (2012). "Prediction of elastic modulus of normal and high strength concrete using ANFIS and optimal nonlinear regression models". Constr. Build. Mater., 36, 665-673.
    • (2012) Constr. Build. Mater , vol.36 , pp. 665-673
    • Ahmadi-Nedushan, B.1
  • 3
    • 84859918447 scopus 로고    scopus 로고
    • 'Prediction of shear strength of reinforced concrete beams using adaptive neuro-fuzzy inference system and artificial neural network'
    • Amani, J., and Moeini, R. (2012). "Prediction of shear strength of reinforced concrete beams using adaptive neuro-fuzzy inference system and artificial neural network". Scientia Iranica, 19(2), 242-248.
    • (2012) Scientia Iranica , vol.19 , Issue.2 , pp. 242-248
    • Amani, J.1    Moeini, R.2
  • 4
    • 78149290542 scopus 로고    scopus 로고
    • 'Imperialist competitive algorithm: an algorithm for optimization inspired by imperialistic competition'
    • CEC 2007, IEEE, New Brunswick, NJ
    • Atashpaz-Gargari, E., and Lucas, C. (2007). "Imperialist competitive algorithm: an algorithm for optimization inspired by imperialistic competition". IEEE Congress on Evolutionary Computation, 2007. CEC 2007, IEEE, New Brunswick, NJ, 4661-4667.
    • (2007) IEEE Congress on Evolutionary Computation, 2007 , pp. 4661-4667
    • Atashpaz-Gargari, E.1    Lucas, C.2
  • 5
    • 84869497046 scopus 로고    scopus 로고
    • 'Using ANN and ANFIS to predict the mechanical and chloride permeability properties of concrete containing GGBFS and CNI'
    • Boğa, A. R., Öztürk, M., and Topçu, I˙. B. (2013). "Using ANN and ANFIS to predict the mechanical and chloride permeability properties of concrete containing GGBFS and CNI". Compos. Part B Eng., 45(1), 688-696.
    • (2013) Compos. Part B Eng , vol.45 , Issue.1 , pp. 688-696
    • Boğa, A.R.1    Öztürk, M.2    Topçu, I.B.3
  • 6
    • 33751189151 scopus 로고    scopus 로고
    • 'Prediction of concrete elastic modulus using adaptive neuro-fuzzy inference system'
    • Cüneyt Aydin, A., Tortum, A., and Yavuz, M. (2006). "Prediction of concrete elastic modulus using adaptive neuro-fuzzy inference system". Civ. Eng. Environ. Syst., 23(4), 295-309.
    • (2006) Civ. Eng. Environ. Syst , vol.23 , Issue.4 , pp. 295-309
    • Cüneyt Aydin, A.1    Tortum, A.2    Yavuz, M.3
  • 7
    • 84888793887 scopus 로고    scopus 로고
    • 'Stress-strain modeling of high-strength concrete by the adaptive network-based fuzzy inference system (ANFIS) approach'
    • Dilmaç, H., and Demir, F. (2013). "Stress-strain modeling of high-strength concrete by the adaptive network-based fuzzy inference system (ANFIS) approach". Neural Comput. Appl., 23(1), 385-390.
    • (2013) Neural Comput. Appl , vol.23 , Issue.1 , pp. 385-390
    • Dilmaç, H.1    Demir, F.2
  • 8
    • 84888025640 scopus 로고    scopus 로고
    • 'Imperialist competitive algorithm optimized artificial neural networks for UCAV global path planning'
    • Duan, H., and Huang, L. (2014). "Imperialist competitive algorithm optimized artificial neural networks for UCAV global path planning". Neurocomputing, 125, 166-171.
    • (2014) Neurocomputing , vol.125 , pp. 166-171
    • Duan, H.1    Huang, L.2
  • 9
    • 80255123382 scopus 로고    scopus 로고
    • 'ANFIS and statistical based approach to prediction the peak pressure load of concrete pipes including glass fiber'
    • Emiroğlu, M., Beycioğlu, A., and Yildiz, S. (2012). "ANFIS and statistical based approach to prediction the peak pressure load of concrete pipes including glass fiber". Expert Syst. Appl., 39(3), 2877-2883.
    • (2012) Expert Syst. Appl , vol.39 , Issue.3 , pp. 2877-2883
    • Emiroğlu, M.1    Beycioğlu, A.2    Yildiz, S.3
  • 10
    • 77956392814 scopus 로고    scopus 로고
    • 'Optimum design of skeletal structures using imperialist competitive algorithm'
    • Kaveh, A., and Talatahari, S. (2010). "Optimum design of skeletal structures using imperialist competitive algorithm". Comput. Struct., 88(21-22), 1220-1229.
    • (2010) Comput. Struct , vol.88 , Issue.21-22 , pp. 1220-1229
    • Kaveh, A.1    Talatahari, S.2
  • 12
    • 84870300266 scopus 로고    scopus 로고
    • 'Prediction early age compressive strength of OPC-based geopolymers with different alkali activators and seashell powder by gene expression programming'
    • Nazari, A., and Ghafouri Safarnejad, M. (2013). "Prediction early age compressive strength of OPC-based geopolymers with different alkali activators and seashell powder by gene expression programming". Ceram. Int., 39(2) 1433-1442.
    • (2013) Ceram. Int , vol.39 , Issue.2 , pp. 1433-1442
    • Nazari, A.1    Ghafouri Safarnejad, M.2
  • 13
    • 84861027356 scopus 로고    scopus 로고
    • 'Production geopolymers by portland cement: Designing the main parameters' effects on compressive strength by Taguchi method'
    • Nazari, A., Khanmohammadi, H., Amini, M., Hajiallahyari, H., and Rahimi, A. (2012). "Production geopolymers by portland cement: Designing the main parameters' effects on compressive strength by Taguchi method". Mater. Des., 41, 43-49.
    • (2012) Mater. Des , vol.41 , pp. 43-49
    • Nazari, A.1    Khanmohammadi, H.2    Amini, M.3    Hajiallahyari, H.4    Rahimi, A.5
  • 14
    • 84856230182 scopus 로고    scopus 로고
    • 'Synthesis of inorganic polymers using fly ash and primary lead slag'
    • Onisei, S., et al. (2012). "Synthesis of inorganic polymers using fly ash and primary lead slag". J. Hazard. Mater., 205-206, 101-110.
    • (2012) J. Hazard. Mater , vol.205-206 , pp. 101-110
    • Onisei, S.1
  • 15
    • 84927924071 scopus 로고    scopus 로고
    • 'Rheological behavior of alkali-activated metakaolin during geopolymerization'
    • Springer, New York
    • Poulesquen, A., Frizon, F., and Lambertin, D. (2013). "Rheological behavior of alkali-activated metakaolin during geopolymerization". Cement-based materials for nuclear waste storage, Springer, New York, 225-238.
    • (2013) Cement-based materials for nuclear waste storage , pp. 225-238
    • Poulesquen, A.1    Frizon, F.2    Lambertin, D.3
  • 16
    • 84870507890 scopus 로고    scopus 로고
    • 'A hybrid neural network Imperialist Competitive Algorithm for skin color segmentation'
    • Razmjooy, N., Mousavi, B. S., and Soleymani, F. (2013). "A hybrid neural network Imperialist Competitive Algorithm for skin color segmentation". Math. Comput. Modell., 57(3), 848-856.
    • (2013) Math. Comput. Modell , vol.57 , Issue.3 , pp. 848-856
    • Razmjooy, N.1    Mousavi, B.S.2    Soleymani, F.3
  • 17
    • 79951681733 scopus 로고    scopus 로고
    • 'Assessing the suitability of three Australian fly ashes as an aluminosilicate source for geopolymers in high temperature applications'
    • Rickard, W. D., Williams, R., Temuujin, J., and van Riessen, A. (2011). "Assessing the suitability of three Australian fly ashes as an aluminosilicate source for geopolymers in high temperature applications". Mater. Sci. Eng. A, 528(9), 3390-3397.
    • (2011) Mater. Sci. Eng. A , vol.528 , Issue.9 , pp. 3390-3397
    • Rickard, W.D.1    Williams, R.2    Temuujin, J.3    van Riessen, A.4
  • 18
    • 84874725915 scopus 로고    scopus 로고
    • 'Modeling compressive strength of EPS lightweight concrete using regression, neural network and ANFIS'
    • Sadrmomtazi, A., Sobhani, J., and Mirgozar, M. A. (2013). "Modeling compressive strength of EPS lightweight concrete using regression, neural network and ANFIS". Constr. Build. Mater., 42, 205-216.
    • (2013) Constr. Build. Mater , vol.42 , pp. 205-216
    • Sadrmomtazi, A.1    Sobhani, J.2    Mirgozar, M.A.3
  • 19
    • 77449135175 scopus 로고    scopus 로고
    • 'Prediction of the compressive strength of no-slump concrete: A comparative study of regression, neural network and ANFIS models'
    • Sobhani, J., Najimi, M., Pourkhorshidi, A. R., and Parhizkar, T. (2010). "Prediction of the compressive strength of no-slump concrete: A comparative study of regression, neural network and ANFIS models". Constr. Build. Mater., 24(5), 709-718.
    • (2010) Constr. Build. Mater , vol.24 , Issue.5 , pp. 709-718
    • Sobhani, J.1    Najimi, M.2    Pourkhorshidi, A.R.3    Parhizkar, T.4
  • 20
    • 79953828205 scopus 로고    scopus 로고
    • 'NaOH-activated ground fly ash geopolymer cured at ambient temperature'
    • Somna, K., Jaturapitakkul, C., Kajitvichyanukul, P., and Chindaprasirt, P. (2011). "NaOH-activated ground fly ash geopolymer cured at ambient temperature". Fuel, 90(6), 2118-2124.
    • (2011) Fuel , vol.90 , Issue.6 , pp. 2118-2124
    • Somna, K.1    Jaturapitakkul, C.2    Kajitvichyanukul, P.3    Chindaprasirt, P.4
  • 21
    • 70350391959 scopus 로고    scopus 로고
    • 'Prediction of fresh and hardened properties of self-consolidating concrete using neurofuzzy approach'
    • Sonebi, M., and Cevik, A. (2009). "Prediction of fresh and hardened properties of self-consolidating concrete using neurofuzzy approach". J. Mater. Civ. Eng., 10.1061/(ASCE)0899-1561(2009)21:11(672), 672-679.
    • (2009) J. Mater. Civ. Eng , pp. 672-679
    • Sonebi, M.1    Cevik, A.2
  • 22
    • 84865386659 scopus 로고    scopus 로고
    • 'Chaotic imperialist competitive algorithm for optimum design of truss structures'
    • Talatahari, S., Kaveh, A., and Sheikholeslami, R. (2012). "Chaotic imperialist competitive algorithm for optimum design of truss structures". Struct. Multi. Optim., 46(3), 355-367.
    • (2012) Struct. Multi. Optim , vol.46 , Issue.3 , pp. 355-367
    • Talatahari, S.1    Kaveh, A.2    Sheikholeslami, R.3
  • 23
    • 79955602707 scopus 로고    scopus 로고
    • 'Modular neural network programming with genetic optimization'
    • Tsai, H. C., and Lin, Y. H. (2011). "Modular neural network programming with genetic optimization". Expert Syst. Appl., 38(9), 11032-11039.
    • (2011) Expert Syst. Appl , vol.38 , Issue.9 , pp. 11032-11039
    • Tsai, H.C.1    Lin, Y.H.2
  • 24
    • 79953307633 scopus 로고    scopus 로고
    • 'Development of alkali activated borosilicate inorganic polymers (AABSIP)'
    • Williams, R. P., and van Riessen, A. (2011). "Development of alkali activated borosilicate inorganic polymers (AABSIP)". J. Eur. Ceram. Soc., 31(8), 1513-1516.
    • (2011) J. Eur. Ceram. Soc , vol.31 , Issue.8 , pp. 1513-1516
    • Williams, R.P.1    van Riessen, A.2
  • 25
    • 84887072711 scopus 로고    scopus 로고
    • 'Prediction of concrete compressive strength: Research on hybrid models genetic based algorithms and ANFIS'
    • Yuan, Z., Wang, L. N., and Ji, X. (2014). "Prediction of concrete compressive strength: Research on hybrid models genetic based algorithms and ANFIS". Adv. Eng. Softw., 67, 156-163.
    • (2014) Adv. Eng. Softw , vol.67 , pp. 156-163
    • Yuan, Z.1    Wang, L.N.2    Ji, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.