메뉴 건너뛰기




Volumn 35, Issue 1-2, 2008, Pages 111-123

Prediction of compressive and tensile strength of limestone via genetic programming

Author keywords

Genetic programming; Limestone; Prediction; Strength of materials

Indexed keywords

ARCHITECTURAL DESIGN; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; BIONICS; CIVIL ENGINEERING; COMPRESSIVE STRENGTH; COMPUTATIONAL METHODS; COMPUTER GRAPHICS; COMPUTER NETWORKS; COMPUTER PROGRAMMING; FORECASTING; GENE EXPRESSION; GENETIC ALGORITHMS; GENETIC PROGRAMMING; ICE; LABORATORIES; LIMESTONE; LINEAR PROGRAMMING; METROPOLITAN AREA NETWORKS; NETWORK PROTOCOLS; NEURAL NETWORKS; NONLINEAR PROGRAMMING; SET THEORY; SOFT COMPUTING; STRENGTH OF MATERIALS; TECHNOLOGY;

EID: 44949162150     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.06.006     Document Type: Article
Times cited : (293)

References (35)
  • 1
    • 44949184213 scopus 로고    scopus 로고
    • ASTM D 2938-95, Standard Test Method for Unconfined Compressive Strength of Intact Rock Core Specimens.
    • ASTM D 2938-95, Standard Test Method for Unconfined Compressive Strength of Intact Rock Core Specimens.
  • 2
    • 44949207138 scopus 로고    scopus 로고
    • ASTM C127 Specific Gravity and Absorption of Coarse Aggregate.
    • ASTM C127 Specific Gravity and Absorption of Coarse Aggregate.
  • 3
    • 44949218116 scopus 로고    scopus 로고
    • ASTM D 3967-95a, Standard Test Method for Splitting Tensile Strength of Intact Rock Core Specimens.
    • ASTM D 3967-95a, Standard Test Method for Splitting Tensile Strength of Intact Rock Core Specimens.
  • 4
    • 4644281672 scopus 로고    scopus 로고
    • Prediction of cement strength using soft computing techniques
    • Baykasoǧlu A., Dereli T., and Tani{dotless}ş S. Prediction of cement strength using soft computing techniques. Cement and Concrete Research 34 (2004) 2083-2090
    • (2004) Cement and Concrete Research , vol.34 , pp. 2083-2090
    • Baykasoǧlu, A.1    Dereli, T.2    Taniş, S.3
  • 5
    • 44949188103 scopus 로고    scopus 로고
    • Baykasoǧlu, A., & Özbaki{dotless}r, L. (2005). A new multiple expression programming based approach to discover classification rules for data mining applications. In CIE35 35 international conference on computers and Industrial Engineering, 19-22 June 2005, Istanbul, (pp. 257-262).
    • Baykasoǧlu, A., & Özbaki{dotless}r, L. (2005). A new multiple expression programming based approach to discover classification rules for data mining applications. In CIE35 35 international conference on computers and Industrial Engineering, 19-22 June 2005, Istanbul, (pp. 257-262).
  • 6
    • 44949103836 scopus 로고    scopus 로고
    • Baykasoǧlu, A., & Özbaki{dotless}r, L. (in press). MEPAR-miner: Multi-expression programming for classification rule mining. European Journal of Operational Research.
    • Baykasoǧlu, A., & Özbaki{dotless}r, L. (in press). MEPAR-miner: Multi-expression programming for classification rule mining. European Journal of Operational Research.
  • 7
    • 44949158516 scopus 로고    scopus 로고
    • Bhattacharya, M., Abraham, A., & Nath, B. (2001). A linear genetic programming approach for modeling electricity demand prediction in Victoria. In Proceedings of the hybrid information systems, first international workshop on hybrid intelligent systems, Adelaide, Australia, 11-12 December 2001, (pp. 379-393).
    • Bhattacharya, M., Abraham, A., & Nath, B. (2001). A linear genetic programming approach for modeling electricity demand prediction in Victoria. In Proceedings of the hybrid information systems, first international workshop on hybrid intelligent systems, Adelaide, Australia, 11-12 December 2001, (pp. 379-393).
  • 8
    • 0001327445 scopus 로고
    • The velocity of compressional waves in rocks 10 kbars: Part 2
    • Birch F. The velocity of compressional waves in rocks 10 kbars: Part 2. Journal of Geophysics Research 66 (1961) 2199-2224
    • (1961) Journal of Geophysics Research , vol.66 , pp. 2199-2224
    • Birch, F.1
  • 9
    • 0035247432 scopus 로고    scopus 로고
    • A comparison of linear genetic programming and neural networks in medical data mining
    • Brameier M., and Banzhaf W. A comparison of linear genetic programming and neural networks in medical data mining. IEEE Transactions on Evolutionary Computation 5 (2001) 17-26
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , pp. 17-26
    • Brameier, M.1    Banzhaf, W.2
  • 10
    • 44949258693 scopus 로고    scopus 로고
    • BSI (1983). British specification for aggregates from natural sources for concrete. BS 882: 1983.
    • BSI (1983). British specification for aggregates from natural sources for concrete. BS 882: 1983.
  • 11
    • 0026711890 scopus 로고    scopus 로고
    • Ellis, G.W., Yao, C., & Zhao, R. (1992). Neural network modelling of the mechanical behaviour of sand. In Proceedings of nineth conference ASCE engineering mechanisms ASCE, New York, (pp. 421-424).
    • Ellis, G.W., Yao, C., & Zhao, R. (1992). Neural network modelling of the mechanical behaviour of sand. In Proceedings of nineth conference ASCE engineering mechanisms ASCE, New York, (pp. 421-424).
  • 12
    • 23844534738 scopus 로고    scopus 로고
    • A comparative evaluation of indirect methods to estimate the compressive strength of rocks
    • Fener M., Kahraman S., Bilgil A., and Gunaydin O. A comparative evaluation of indirect methods to estimate the compressive strength of rocks. Rock Mechanisms and Rock Engineering 38 4 (2005) 329-343
    • (2005) Rock Mechanisms and Rock Engineering , vol.38 , Issue.4 , pp. 329-343
    • Fener, M.1    Kahraman, S.2    Bilgil, A.3    Gunaydin, O.4
  • 13
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: A new adaptive algorithm for solving problems
    • Ferreira C. Gene expression programming: A new adaptive algorithm for solving problems. Complex Systems 13 (2001) 87-129
    • (2001) Complex Systems , vol.13 , pp. 87-129
    • Ferreira, C.1
  • 15
    • 84929989295 scopus 로고
    • Where and why artificial neural networks are applicable in civil engineering
    • Garret Jr. J.H. Where and why artificial neural networks are applicable in civil engineering. ASCE Journal Computer and Civil Engineering 8 2 (1994) 129-130
    • (1994) ASCE Journal Computer and Civil Engineering , vol.8 , Issue.2 , pp. 129-130
    • Garret Jr., J.H.1
  • 16
    • 0025782169 scopus 로고
    • Knowledge based modelling of material behaviour with neural networks
    • Ghabousi J., Garret Jr. J.H., and Wu X. Knowledge based modelling of material behaviour with neural networks. ASCE Journal of Engineering Mechanisms 117 1 (1991) 132-153
    • (1991) ASCE Journal of Engineering Mechanisms , vol.117 , Issue.1 , pp. 132-153
    • Ghabousi, J.1    Garret Jr., J.H.2    Wu, X.3
  • 18
    • 0036887493 scopus 로고    scopus 로고
    • Characterization of eagle ford shale
    • Hsu S.-C., and Nelson P.P. Characterization of eagle ford shale. Engineering Geology 67 (2002) 169-183
    • (2002) Engineering Geology , vol.67 , pp. 169-183
    • Hsu, S.-C.1    Nelson, P.P.2
  • 19
    • 0032473745 scopus 로고    scopus 로고
    • The introduction of neural network system and its applications in rock engineering
    • Huang Y., and Wänstedt S. The introduction of neural network system and its applications in rock engineering. Engineering Geology 49 (1998) 253-260
    • (1998) Engineering Geology , vol.49 , pp. 253-260
    • Huang, Y.1    Wänstedt, S.2
  • 22
    • 13044294426 scopus 로고    scopus 로고
    • Improving the prediction of the UCS, by Equotip readings using statistical and neural network models
    • Meulenkamp F. Improving the prediction of the UCS, by Equotip readings using statistical and neural network models. Memoirs of the Centre for Engineering Geology in the Netherlands 162 (1997) 127
    • (1997) Memoirs of the Centre for Engineering Geology in the Netherlands , vol.162 , pp. 127
    • Meulenkamp, F.1
  • 23
    • 0032997179 scopus 로고    scopus 로고
    • Application of neural networks for the prediction of the unconfined compressive strength (UCS) from Equotip hardness
    • Meulenkamp F., and Alveraz Grima M. Application of neural networks for the prediction of the unconfined compressive strength (UCS) from Equotip hardness. International Journal of Rock Mechanics and Mining Sciences 36 (1999) 29-39
    • (1999) International Journal of Rock Mechanics and Mining Sciences , vol.36 , pp. 29-39
    • Meulenkamp, F.1    Alveraz Grima, M.2
  • 24
    • 44949083175 scopus 로고    scopus 로고
    • MTA, General Directorate of Mineral Research and Exploration. (1994). Geological Map of The Gaziantep- K24 Quadrangle" Ankara, Turkey.
    • MTA, General Directorate of Mineral Research and Exploration. (1994). Geological Map of The Gaziantep- K24 Quadrangle" Ankara, Turkey.
  • 25
    • 44949246061 scopus 로고    scopus 로고
    • Nie, X., & Zhang, Q. (1994). Prediction of rock mechanical behaviour by artificial neural network. A comparison with traditional method. In IV CSMR, integral approach to applied rock mechanics, Santiago, Chile.
    • Nie, X., & Zhang, Q. (1994). Prediction of rock mechanical behaviour by artificial neural network. A comparison with traditional method. In IV CSMR, integral approach to applied rock mechanics, Santiago, Chile.
  • 26
    • 44949100950 scopus 로고    scopus 로고
    • Oltean, M., & Dumitrescu, D., (2002). Multi expression programming, technical report, UBB-01-2002, Babeş-Bolyai University, Cluj-Napoca, Romania. .
    • Oltean, M., & Dumitrescu, D., (2002). Multi expression programming, technical report, UBB-01-2002, Babeş-Bolyai University, Cluj-Napoca, Romania. .
  • 27
    • 26444612035 scopus 로고    scopus 로고
    • A comparison of several linear genetic programming techniques
    • Oltean M., and Groşan C. A comparison of several linear genetic programming techniques. Complex Systems 14 4 (2003) 1-29
    • (2003) Complex Systems , vol.14 , Issue.4 , pp. 1-29
    • Oltean, M.1    Groşan, C.2
  • 28
    • 7444241025 scopus 로고    scopus 로고
    • Evolving evolutionary algorithms using multi expression programming
    • The 7th european conference on artificial life, september 14-17, 2003, Dortmund. Banzhaf W., et al. (Ed), Springer-Verlag, Berlin
    • Oltean M., and Groşan C. Evolving evolutionary algorithms using multi expression programming. In: Banzhaf W., et al. (Ed). The 7th european conference on artificial life, september 14-17, 2003, Dortmund. LNAI Vol. 2801 (2003), Springer-Verlag, Berlin 651-658
    • (2003) LNAI , vol.2801 , pp. 651-658
    • Oltean, M.1    Groşan, C.2
  • 29
    • 0003122550 scopus 로고
    • A classification for intact and jointed rocks
    • Anagnostopoulos A., et al. (Ed), A.A. Balkema, Rotterdam
    • Ramamurthy T., and Arora V.K. A classification for intact and jointed rocks. In: Anagnostopoulos A., et al. (Ed). Geotechnical engineering of hard soils-soft rocks (1993), A.A. Balkema, Rotterdam 235-242
    • (1993) Geotechnical engineering of hard soils-soft rocks , pp. 235-242
    • Ramamurthy, T.1    Arora, V.K.2
  • 30
    • 0020207868 scopus 로고
    • Physical characteristics of some Indiana argillaceous carbonates regarding their freeze thaw resistance in concrete
    • Shakoor A., West T.R., and Scholer C.F. Physical characteristics of some Indiana argillaceous carbonates regarding their freeze thaw resistance in concrete. Bulletien Association of Engineering Geology 19 4 (1982) 371-384
    • (1982) Bulletien Association of Engineering Geology , vol.19 , Issue.4 , pp. 371-384
    • Shakoor, A.1    West, T.R.2    Scholer, C.F.3
  • 31
    • 0035251579 scopus 로고    scopus 로고
    • Prediction of strength properties of some schistose rocks from petrographic properties using artificial neural networks
    • Singh V.K., Singh D., and Singh T.N. Prediction of strength properties of some schistose rocks from petrographic properties using artificial neural networks. International Journal of Rock Mechanics and Mining Sciences 38 (2001) 269-284
    • (2001) International Journal of Rock Mechanics and Mining Sciences , vol.38 , pp. 269-284
    • Singh, V.K.1    Singh, D.2    Singh, T.N.3
  • 32
    • 44949160794 scopus 로고    scopus 로고
    • Zhou C., Xiao W., Tirpak, T.M., & Nelson, P.C. (2002). Discovery of classification rules by using gene expression programming. In: Proceedings of the 2002 international conference on artificial intelligence (IC-AI'02), Las Vegas, June 2002, (pp. 1355-1361).
    • Zhou C., Xiao W., Tirpak, T.M., & Nelson, P.C. (2002). Discovery of classification rules by using gene expression programming. In: Proceedings of the 2002 international conference on artificial intelligence (IC-AI'02), Las Vegas, June 2002, (pp. 1355-1361).
  • 34
    • 44949215442 scopus 로고    scopus 로고
    • Zupan, J., & Gasteiger, J. (2006a). (last access 19 December 2006).
    • Zupan, J., & Gasteiger, J. (2006a). (last access 19 December 2006).
  • 35
    • 44949096111 scopus 로고    scopus 로고
    • Zupan, J., & Gasteiger, J., (2006b). (last access 19 December 2006).
    • Zupan, J., & Gasteiger, J., (2006b). (last access 19 December 2006).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.