메뉴 건너뛰기




Volumn 36, Issue 1, 2012, Pages 115-126

Kalman particle swarm optimized polynomials for data classification

Author keywords

Group methods of data handling; Kalman filter; Particle swarm optimization; Polynomial neural network

Indexed keywords

CLASSIFICATION ACCURACY; DATA CLASSIFICATION; DATA SETS; FASTER CONVERGENCE; GROUP METHODS OF DATA HANDLING; PARTICLE SWARM; POLYNOMIAL EQUATION; POLYNOMIAL NEURAL NETWORK; POLYNOMIAL NEURAL NETWORKS; SIMULATION RESULT;

EID: 80051821718     PISSN: 0307904X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apm.2011.05.033     Document Type: Article
Times cited : (14)

References (28)
  • 1
    • 80051823855 scopus 로고
    • Classification and Regression tress, Wadsworth, Belmont, CA
    • L. Breitman, J.H. Friedman, R.A., Olshen, C.J. Stone, Classification and Regression tress, Wadsworth, Belmont, CA, 1984.
    • (1984)
    • Breitman, L.1    Friedman, J.H.2    Olshen, R.A.3    Stone, C.J.4
  • 2
    • 0002980086 scopus 로고
    • Learning classification trees
    • Buntine W.L. Learning classification trees. Statist. Comput. 1992, 2:63-73.
    • (1992) Statist. Comput. , vol.2 , pp. 63-73
    • Buntine, W.L.1
  • 7
    • 0001595997 scopus 로고
    • Neural network classifiers estimate Bayesian a-posterior probabilities
    • Richard M.D., Lippmann R.P. Neural network classifiers estimate Bayesian a-posterior probabilities. Neural Comput. 1991, 3:461-483.
    • (1991) Neural Comput. , vol.3 , pp. 461-483
    • Richard, M.D.1    Lippmann, R.P.2
  • 8
    • 0041427671 scopus 로고
    • Comparison of three classification techniques, CART, C4.5 and multilayer perceptrons
    • Tsoi A.C., et al. Comparison of three classification techniques, CART, C4.5 and multilayer perceptrons. Adv. Neural Inform. Process. Syst. 1991, 3:963-969.
    • (1991) Adv. Neural Inform. Process. Syst. , vol.3 , pp. 963-969
    • Tsoi, A.C.1
  • 9
    • 80051816341 scopus 로고
    • Mathematical program based heuristics for improving LP-generated classifiers for the multi-class supervised classification problem
    • Adem J., Gochet W. Mathematical program based heuristics for improving LP-generated classifiers for the multi-class supervised classification problem. Eur. J. Oper. Res. 1994.
    • (1994) Eur. J. Oper. Res.
    • Adem, J.1    Gochet, W.2
  • 11
    • 80051811629 scopus 로고
    • ALN 4000 ultrasonic pipe inspection system. Nondestructive evaluation program: progress in 1981, Electric Power Research Institute Report NP-2088- SR, Jan., Adaptronics, Inc., McLean, VA
    • A.N. Mucciardi, ALN 4000 ultrasonic pipe inspection system. Nondestructive evaluation program: progress in 1981, Electric Power Research Institute Report NP-2088- SR, Jan., Adaptronics, Inc., McLean, VA, 1982.
    • (1982)
    • Mucciardi, A.N.1
  • 12
    • 0042197491 scopus 로고
    • Group method of data handling a new method for stock identification
    • Prager M.H. Group method of data handling a new method for stock identification. Trans. Am. Fish. Soc. 1988, 117:290-296.
    • (1988) Trans. Am. Fish. Soc. , vol.117 , pp. 290-296
    • Prager, M.H.1
  • 13
    • 80051819465 scopus 로고
    • Automated design of continuously-adaptive control: The "super-controller" strategy for reconfigurable systems, in: Proc. American Control Conf., Atlanta, GA, June
    • J.F Elder, IV, R.L. Barron, Automated design of continuously-adaptive control: The "super-controller" strategy for reconfigurable systems, in: Proc. American Control Conf., Atlanta, GA, June 1988, pp. 15-17.
    • (1988) , pp. 15-17
    • Elder J.F1    Barron, R.L.2
  • 14
    • 80051818698 scopus 로고
    • Use of polynomial networks in optimum, real-time, Twopoint boundary value guidance of tactical weapons, in: Proc. Military Computing Conf., May 3-5, Anaheim, CA
    • R.L. Barron, D. Abbott, Use of polynomial networks in optimum, real-time, Twopoint boundary value guidance of tactical weapons, in: Proc. Military Computing Conf., May 3-5, Anaheim, CA, 1988.
    • (1988)
    • Barron, R.L.1    Abbott, D.2
  • 15
    • 34548864964 scopus 로고    scopus 로고
    • Pattern classification using polynomial neural network, in: IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM) (CIS-RAM 2006), ISBN: 1-4244-0023-6
    • B.B. Misra, S.C. Satapathy, B.N. Biswal, P.K. Dash, G. Panda, Pattern classification using polynomial neural network, in:2006 IEEE International Conferences on Cybernetics & Intelligent Systems (CIS) and Robotics, Automation & Mechatronics (RAM) (CIS-RAM 2006), ISBN: 1-4244-0023-6, doi:10.1109/ICCIS.2006.252341.
    • (2006)
    • Misra, B.B.1    Satapathy, S.C.2    Biswal, B.N.3    Dash, P.K.4    Panda, G.5
  • 16
    • 35048843774 scopus 로고    scopus 로고
    • The Kalman swarm: a new approach to particle swarm motion in swarm optimization, genetic and evolutionary Computing - GECCO 2004, LNCS, 2004
    • Chrstopher K. Monson, Keven D. Seppi, The Kalman swarm: a new approach to particle swarm motion in swarm optimization, genetic and evolutionary Computing - GECCO 2004, LNCS, 2004, vol. 3102/2004, pp. 140-150, doi:10.1007/978-3-540-24854-5-13.
    • (2004) , vol.3102 , pp. 140-150
    • Chrstopher, K.1    Monson2    Keven, D.3    Seppi4
  • 17
    • 84879015433 scopus 로고    scopus 로고
    • Parameter selection in particle swarm optimization, in: Proceedings of the Seventh Annual Conference on Evolutionary Programming
    • Y. Shi, R.C. Eberhart, Parameter selection in particle swarm optimization, in: Proceedings of the Seventh Annual Conference on Evolutionary Programming, 1998, pp. 591-600.
    • (1998) , pp. 591-600
    • Shi, Y.1    Eberhart, R.C.2
  • 18
    • 0031123070 scopus 로고    scopus 로고
    • Nonlinear filtering methods for harmonic retrieval and model order selection in Gaussian and non-Gaussian noise
    • Hilands T.W., Thomopoulos S.C.A. Nonlinear filtering methods for harmonic retrieval and model order selection in Gaussian and non-Gaussian noise. IEEE Trans. Signal Process. 1997, 45(4):982-995.
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.4 , pp. 982-995
    • Hilands, T.W.1    Thomopoulos, S.C.A.2
  • 19
    • 0036611797 scopus 로고    scopus 로고
    • A novel Kalman filter for frequency estimation of distorted signals in power system
    • Routray A., Pradhan A.K., Rao K.P. A novel Kalman filter for frequency estimation of distorted signals in power system. IEEE Trans. Instrum. Meas. 2002, 51(3):469-479.
    • (2002) IEEE Trans. Instrum. Meas. , vol.51 , Issue.3 , pp. 469-479
    • Routray, A.1    Pradhan, A.K.2    Rao, K.P.3
  • 20
    • 0034249913 scopus 로고    scopus 로고
    • An extended complex Kalman filter for frequency measurement of distorted signals
    • Dash P.K., Jena R.K., Panda G., Routray A. An extended complex Kalman filter for frequency measurement of distorted signals. IEEE Trans. Instrum. Meas. 2000, 49:746-753.
    • (2000) IEEE Trans. Instrum. Meas. , vol.49 , pp. 746-753
    • Dash, P.K.1    Jena, R.K.2    Panda, G.3    Routray, A.4
  • 22
    • 84901464055 scopus 로고    scopus 로고
    • Population structure and particle swarm performance, in: International Proceedings of the 2002 Congress on Evolutionary Computation, IEEE service Center, Piscatawat, NJ
    • J. Kennedy, R. Mendes, Population structure and particle swarm performance, in: International Proceedings of the 2002 Congress on Evolutionary Computation, IEEE service Center, Piscatawat, NJ, 2002, pp. 1671-1675.
    • (2002) , pp. 1671-1675
    • Kennedy, J.1    Mendes, R.2
  • 23
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm - explosion, stability, and convergence in a multidimensional complex space
    • Clerc Maurice, Kennedy James The particle swarm - explosion, stability, and convergence in a multidimensional complex space. IEEE Trans. Evol. Comput. 2002, 6(1):58-73.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 24
    • 84896721435 scopus 로고    scopus 로고
    • Empirical study of particle swarm optimization, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC)
    • Y. Shi, R.C. Eberhart, Empirical study of particle swarm optimization, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC), 1999, pp. 1945-1950.
    • (1999) , pp. 1945-1950
    • Shi, Y.1    Eberhart, R.C.2
  • 25
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: convergence analysis and parameter selection
    • Trelea Ioan Cristian The particle swarm optimization algorithm: convergence analysis and parameter selection. Inf. Process. Lett. 2003, 85(6):317-325.
    • (2003) Inf. Process. Lett. , vol.85 , Issue.6 , pp. 317-325
    • Trelea, I.C.1
  • 26
    • 0033666935 scopus 로고    scopus 로고
    • Comparing inertia eights and constriction factors in particle swarm optimization, in: Proceedings of the Congress on Evolutionary Computing
    • C. Russ, Eberhart, Y. Shi, Comparing inertia eights and constriction factors in particle swarm optimization, in: Proceedings of the Congress on Evolutionary Computing, 2000, pp. 84-89.
    • (2000) , pp. 84-89
    • Russ, C.1    Eberhart2    Shi, Y.3
  • 27
    • 80051807000 scopus 로고    scopus 로고
    • Innocente, Johann Sienz, Coefficients settings in particle swarm optimization: Insight and Guidelines, Mecánica Computacional, págs. 9253-9269 (artículo completo) Eduardo Dvorkin, Marcela Goldschmit, Mario Storti (Eds.) Buenos Aires, Argentina
    • Mauro S. Innocente, Johann Sienz, Coefficients settings in particle swarm optimization: Insight and Guidelines, Mecánica Computacional, vol. XXIX, págs. 9253-9269 (artículo completo) Eduardo Dvorkin, Marcela Goldschmit, Mario Storti (Eds.) Buenos Aires, Argentina, 2010, pp. 15-18.
    • (2010) , vol.29 , pp. 15-18
    • Mauro, S.1
  • 28
    • 33750297868 scopus 로고    scopus 로고
    • The Kalman particle swarm optimization algorithm and its applications in soft sensor of acrylonitril yield, Advances in Natural Computation, LNCS, 2006.
    • Yufa Xu et al., The Kalman particle swarm optimization algorithm and its applications in soft sensor of acrylonitril yield, Advances in Natural Computation, LNCS, 2006, vol. 4222/2006, pp. 176-179. doi:10.1007/11881223_22.
    • (2006) , vol.4222 , pp. 176-179
    • Xu, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.