메뉴 건너뛰기




Volumn 46, Issue 8, 2013, Pages 2288-2299

A hybridized artificial neural network and imperialist competitive algorithm optimization approach for prediction of soil compaction in soil bin facility

Author keywords

Artificial neural networks; Cascade forward network; Imperialist competitive algorithm; Soil bin; Soil compaction

Indexed keywords

BINS; NEURAL NETWORKS; OPTIMIZATION; SOIL MECHANICS; SOILS;

EID: 84878736136     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2013.04.077     Document Type: Article
Times cited : (92)

References (15)
  • 1
    • 84879070321 scopus 로고    scopus 로고
    • Evolving artificial neural network and imperialist competitive algorithm for prediction of oil flow rate of the reservoir
    • A.M. Ahmadi, M. Ebadi, A. Shokrollahi, and S.M.J. Majidi Evolving artificial neural network and imperialist competitive algorithm for prediction of oil flow rate of the reservoir Appl. Soft Comput. 13 2013 1085 1098
    • (2013) Appl. Soft Comput. , vol.13 , pp. 1085-1098
    • Ahmadi, A.M.1    Ebadi, M.2    Shokrollahi, A.3    Majidi, S.M.J.4
  • 3
    • 34548395385 scopus 로고    scopus 로고
    • The effect of tyres and a rubber track at high axle loads on soil compaction. Part 1. Single axle-studies
    • D. Ansorage, and R.J. Godwin The effect of tyres and a rubber track at high axle loads on soil compaction. Part 1. Single axle-studies Biosyst. Eng. 98 2007 115 126
    • (2007) Biosyst. Eng. , vol.98 , pp. 115-126
    • Ansorage, D.1    Godwin, R.J.2
  • 4
    • 39149111230 scopus 로고    scopus 로고
    • The effect of tyres and a rubber track at high axle loads on soil compaction. Part 2. Multi-axle machine studies
    • D. Ansorage, and E.J. Godwin The effect of tyres and a rubber track at high axle loads on soil compaction. Part 2. Multi-axle machine studies Biosyst. Eng. 99 2008 338 347
    • (2008) Biosyst. Eng. , vol.99 , pp. 338-347
    • Ansorage, D.1    Godwin, E.J.2
  • 5
    • 34848902663 scopus 로고    scopus 로고
    • Soil stress as affected by wheel load and tyre inflation pressure
    • J. Arvidsson, and T. Keller Soil stress as affected by wheel load and tyre inflation pressure Soil Till. Res. 96 2007 284 291
    • (2007) Soil Till. Res. , vol.96 , pp. 284-291
    • Arvidsson, J.1    Keller, T.2
  • 6
    • 78149290542 scopus 로고    scopus 로고
    • Imperialist competitive algorithm: An algorithm for optimization inspired by imperialist competition
    • E. Atashpaz-Gargari, and C. Lucas Imperialist competitive algorithm: an algorithm for optimization inspired by imperialist competition IEEE Congr. Evol. Comput. 2007 4661 4667
    • (2007) IEEE Congr. Evol. Comput. , pp. 4661-4667
    • Atashpaz-Gargari, E.1    Lucas, C.2
  • 7
    • 53249103474 scopus 로고    scopus 로고
    • Comparing neural networks, linear and nonlinear regression techniques to model penetration resistance
    • H. Bayat, M.R. Neyshabouri, M.A. Hajabbasi, A.A. Mahboubi, and M.R. Mosaddeghi Comparing neural networks, linear and nonlinear regression techniques to model penetration resistance Turk. J. Agric. For. 32 2008 425 433
    • (2008) Turk. J. Agric. For. , vol.32 , pp. 425-433
    • Bayat, H.1    Neyshabouri, M.R.2    Hajabbasi, M.A.3    Mahboubi, A.A.4    Mosaddeghi, M.R.5
  • 8
    • 0036122862 scopus 로고    scopus 로고
    • Compaction characteristics of towed wheels on clay load soil in a soil bin
    • K. Çarman Compaction characteristics of towed wheels on clay load soil in a soil bin Soil Till. Res. 65 2002 37 43
    • (2002) Soil Till. Res. , vol.65 , pp. 37-43
    • Çarman, K.1
  • 9
    • 56349121633 scopus 로고    scopus 로고
    • Prediction of soil compaction under pneumatic tires a using fuzzy logic approach
    • K. Çarman Prediction of soil compaction under pneumatic tires a using fuzzy logic approach J. Terramech. 45 2008 103 108
    • (2008) J. Terramech. , vol.45 , pp. 103-108
    • Çarman, K.1
  • 10
    • 0003889534 scopus 로고    scopus 로고
    • Principles of artificial neural networks
    • World Scientific, USA (second ed., Advanced Series)
    • D. Graupe, Principles of artificial neural networks. In: Circuits and Systems, World Scientific, USA, 2007, p. 303. (second ed., Advanced Series).
    • (2007) Circuits and Systems , pp. 303
    • Graupe, D.1
  • 11
    • 77956392814 scopus 로고    scopus 로고
    • Optimum design of skeletal structures using imperialist competitive algorithm
    • A. Kaveh, and S. Talatahari Optimum design of skeletal structures using imperialist competitive algorithm Comput. Struct. 88 2010 1220 1229
    • (2010) Comput. Struct. , vol.88 , pp. 1220-1229
    • Kaveh, A.1    Talatahari, S.2
  • 12
    • 79959970134 scopus 로고    scopus 로고
    • Transmission of vertical stress in a real soil profile. Part II: Effect of tyre size, inflation pressure and wheel load
    • M. Lamandè, and P. Schjønning Transmission of vertical stress in a real soil profile. Part II: Effect of tyre size, inflation pressure and wheel load Soil Till. Res. 114 2011 71 77
    • (2011) Soil Till. Res. , vol.114 , pp. 71-77
    • Lamandè, M.1    Schjønning, P.2
  • 13
    • 35448957203 scopus 로고    scopus 로고
    • Mechanical behaviour of an undisturbed soil subjected to loadings: Effects of load and contact area
    • M. Lamandè, P. Schjønning, and F.F. Tøgersen Mechanical behaviour of an undisturbed soil subjected to loadings: effects of load and contact area Soil Till. Res. 97 2007 91 106
    • (2007) Soil Till. Res. , vol.97 , pp. 91-106
    • Lamandè, M.1    Schjønning, P.2    Tøgersen, F.F.3
  • 14
    • 80051796320 scopus 로고    scopus 로고
    • Effect of multiple passes of tractor with varying normal load on subsoil compaction
    • S.K. Patel, and I. Mani Effect of multiple passes of tractor with varying normal load on subsoil compaction J. Terramech. 48 2011 277 284
    • (2011) J. Terramech. , vol.48 , pp. 277-284
    • Patel, S.K.1    Mani, I.2
  • 15
    • 34548789134 scopus 로고    scopus 로고
    • In-Row subsoiling and controlled traffic effects on coastal plain soils
    • R.L. Raper, and D.W. Reeves In-Row subsoiling and controlled traffic effects on coastal plain soils Trans. ASABE, ISSN 0001-2351 50 2007 1109 1115
    • (2007) Trans. ASABE, ISSN , vol.1 , Issue.50 , pp. 1109-1115
    • Raper, R.L.1    Reeves, D.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.