메뉴 건너뛰기




Volumn 30, Issue 2, 2010, Pages 201-206

Soil moisture content series prediction based on LS-SVM within free search

Author keywords

Fish swarm algorithm; Free search; Particle swarm optimization; Support vector machines; Time series analysis

Indexed keywords

FREE SEARCH; FREE SEARCH ALGORITHM; LEAST SQUARE; MAXIMUM RELATIVE ERRORS; SOIL MOISTURE CONTENT; SWARM ALGORITHMS;

EID: 77952328315     PISSN: 10006788     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (1)

References (20)
  • 2
    • 0002343859 scopus 로고    scopus 로고
    • Introduction to statistical larning theory and supprt vector machines
    • Zhang X G. Introdution to statistical larning theory and supprt vector machines[J]. Acta Automatica Sinica, 2000, 26(1): 32-42.
    • (2000) Acta Automatica Sinica , vol.26 , Issue.1 , pp. 32-42
    • Zhang, X.G.1
  • 3
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machines classifiers
    • Suykens J A K, Vandewalle J. Least squares support vector machines classifiers[J]. Neural Processing Letters, 1999, 9(3): 293-300.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 4
    • 4143117572 scopus 로고
    • Stochastic modeling of dynamic process of soil moisture
    • Kang S Z. Stochastic modeling of dynamic process of soil moisture[J]. Acta Pedologica Sinica, 1990, 27(1): 17-24.
    • (1990) Acta Pedologica Sinica , vol.27 , Issue.1 , pp. 17-24
    • Kang, S.Z.1
  • 5
    • 34247869527 scopus 로고    scopus 로고
    • Soil water dynamics simulation by autoregression models
    • Liu H B, Wu W, Wei C F, et al. Soil water dynamics simulation by autoregression models[J]. Journal of Mountain Research, 2004, 22(1): 121-125.
    • (2004) Journal of Mountain Research , vol.22 , Issue.1 , pp. 121-125
    • Liu, H.B.1    Wu, W.2    Wei, C.F.3
  • 6
    • 77952356794 scopus 로고    scopus 로고
    • SPAC theory research and its application on saving water agriculture in hill region of Sichuan middle part
    • Chengdu: Sichuan University
    • Men B H. SPAC theory research and its application on saving water agriculture in hill region of Sichuan middle part[D]. Chengdu: Sichuan University, 2004.
    • (2004)
    • Men, B.H.1
  • 8
    • 77952349934 scopus 로고    scopus 로고
    • Application of time series analysis in soil moisture forecast
    • Zhang H X, Yang J, Fang X Y, et al. Application of time series analysis in soil moisture forecast[J]. Research of Soil and Water Conservation, 2008, 15(4): 82-84.
    • (2008) Research of Soil and Water Conservation , vol.15 , Issue.4 , pp. 82-84
    • Zhang, H.X.1    Yang, J.2    Fang, X.Y.3
  • 9
    • 18144378777 scopus 로고    scopus 로고
    • Free search-A comparative analysis
    • Penev K, Littlefair G. Free search-A comparative analysis[J]. Information Sciences, 2005, 172: 173-193.
    • (2005) Information Sciences , vol.172 , pp. 173-193
    • Penev, K.1    Littlefair, G.2
  • 10
    • 59649115927 scopus 로고    scopus 로고
    • Data mining based on least squares support vector machines
    • Cai D S, Jing J P. Data mining based on least squares support vector machines[J]. Information Science, 2005, 23(12): 1877-1880.
    • (2005) Information Science , vol.23 , Issue.12 , pp. 1877-1880
    • Cai, D.S.1    Jing, J.P.2
  • 12
    • 27544446295 scopus 로고    scopus 로고
    • Chaotic time series nonlinear prediction based on support vector machines
    • Liu H, Liu D, Li Q. Chaotic time series nonlinear prediction based on support vector machines[J]. Systems Engineering-Theory & Practice, 2005, 25(9): 94-99.
    • (2005) Systems Engineering-Theory & Practice , vol.25 , Issue.9 , pp. 94-99
    • Liu, H.1    Liu, D.2    Li, Q.3
  • 13
    • 34250739855 scopus 로고    scopus 로고
    • Time series prediction based on LS-SVM within the Bayesian framework
    • Li Z X, Zhao L D. Time series prediction based on LS-SVM within the Bayesian framework[J]. Systems Engineering-Theory & Practice, 2007, 27(5): 142-146.
    • (2007) Systems Engineering-Theory & Practice , vol.27 , Issue.5 , pp. 142-146
    • Li, Z.X.1    Zhao, L.D.2
  • 14
    • 39149107437 scopus 로고    scopus 로고
    • Genetic support vector machine model for seepage safety monitoring of earth-rock dams
    • Si C D, Lian J J, Zheng Y. Genetic support vector machine model for seepage safety monitoring of earth-rock dams[J]. Journal of Hydraulic Engineering, 2007, 38(11): 1341-1346.
    • (2007) Journal of Hydraulic Engineering , vol.38 , Issue.11 , pp. 1341-1346
    • Si, C.D.1    Lian, J.J.2    Zheng, Y.3
  • 15
    • 48049102333 scopus 로고    scopus 로고
    • Research on parallel optimization simulation of fault prediction based on SVM
    • Liu S, Jiang N. Research on parallel optimization simulation of fault prediction based on SVM[J]. Journal of System Simulation, 2008, 20(13): 3445-3448.
    • (2008) Journal of System Simulation , vol.20 , Issue.13 , pp. 3445-3448
    • Liu, S.1    Jiang, N.2
  • 16
    • 55949126339 scopus 로고    scopus 로고
    • Free search: A novel algorithm for optimizing irrigation schedule
    • Wang B, Zhang Z Y, Zhang G H, et al. Free search: A novel algorithm for optimizing irrigation schedule[J]. Advances in Water Science, 2008, (5): 736-741.
    • (2008) Advances in Water Science , Issue.5 , pp. 736-741
    • Wang, B.1    Zhang, Z.Y.2    Zhang, G.H.3
  • 17
    • 58149265836 scopus 로고    scopus 로고
    • Optimized water rationing model based on free search for irrigation district
    • Wang B, Zhang Z Y, Zhang G H, et al. Optimized water rationing model based on free search for irrigation district[J]. Journal of Hydraulic Engineering, 2008, 39(11): 1239-1243.
    • (2008) Journal of Hydraulic Engineering , vol.39 , Issue.11 , pp. 1239-1243
    • Wang, B.1    Zhang, Z.Y.2    Zhang, G.H.3
  • 18
    • 33845881713 scopus 로고    scopus 로고
    • Optimal utilization of water resource in coastal water-deficient irrigation region
    • Zhang Z Y, Gao Y F, Li L C, et al. Optimal utilization of water resource in coastal water-deficient irrigation region[J]. Journal of Hydraulic Engineering, 2006, 37(10): 1246-1252.
    • (2006) Journal of Hydraulic Engineering , vol.37 , Issue.10 , pp. 1246-1252
    • Zhang, Z.Y.1    Gao, Y.F.2    Li, L.C.3
  • 19
    • 34447650221 scopus 로고    scopus 로고
    • Chaotic artificial fish-swarm algorithm and its application in water use optimization in irrigated areas
    • Gao Y F, Zhang Z Y. Chaotic artificial fish-swarm algorithm and its application in water use optimization in irrigated areas[J]. Transactions of the Chinese Society of Agricultural Engineering, 2007, 23(6): 7-11.
    • (2007) Transactions of the Chinese Society of Agricultural Engineering , vol.23 , Issue.6 , pp. 7-11
    • Gao, Y.F.1    Zhang, Z.Y.2
  • 20
    • 33751120165 scopus 로고    scopus 로고
    • Optimization model for discharge distribution of irrigation channels based on particle swarm optimizer
    • Zhang G H, Zhang Z Y, Shao G C, et al. Optimization model for discharge distribution of irrigation channels based on particle swarm optimizer[J]. Journal of Hydraulic Engineering, 2006, 37(8): 1004-1008.
    • (2006) Journal of Hydraulic Engineering , vol.37 , Issue.8 , pp. 1004-1008
    • Zhang, G.H.1    Zhang, Z.Y.2    Shao, G.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.