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Volumn 22, Issue 10, 2009, Pages 1463-1470

A novel neural dynamical approach to convex quadratic program and its efficient applications

Author keywords

Convex quadratic program; Large computational step length; Low computational complexity; Neural dynamical approach

Indexed keywords

CONTINUOUS TIME; CONVEX QUADRATIC PROGRAMMING; DISCRETE-TIME; DYNAMICAL APPROACHES; EQUALITY CONSTRAINTS; GLOBALLY CONVERGENT; LARGE COMPUTATIONAL STEP LENGTH; MULTIPLICATION OPERATIONS; NUMERICAL OPTIMIZATIONS; OPTIMAL SOLUTIONS; QUADRATIC PROGRAMS; ROBOT CONTROLS; STEP LENGTH;

EID: 71749093494     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2009.03.020     Document Type: Article
Times cited : (25)

References (34)
  • 4
    • 34648823691 scopus 로고    scopus 로고
    • Constrained multi-variable generalized predictive control using a dual neural network
    • Cheng L., Hou Z.G., and Tan M. Constrained multi-variable generalized predictive control using a dual neural network. Neural Computing and Applications 16 (2007) 505-512
    • (2007) Neural Computing and Applications , vol.16 , pp. 505-512
    • Cheng, L.1    Hou, Z.G.2    Tan, M.3
  • 7
    • 0033640472 scopus 로고    scopus 로고
    • An exterior Newton method for strictly convex quadratic programming
    • Coleman T.F., and Liu J. An exterior Newton method for strictly convex quadratic programming. Computational Optimization and Applications 15 (2000) 5-32
    • (2000) Computational Optimization and Applications , vol.15 , pp. 5-32
    • Coleman, T.F.1    Liu, J.2
  • 8
    • 0033078516 scopus 로고    scopus 로고
    • A fully neural-network-based planning scheme for torque minimization of redundant manipulators
    • Ding H., and Tso S.K. A fully neural-network-based planning scheme for torque minimization of redundant manipulators. IEEE Transactions on Industrial Electronics 46 (1999) 199-206
    • (1999) IEEE Transactions on Industrial Electronics , vol.46 , pp. 199-206
    • Ding, H.1    Tso, S.K.2
  • 9
    • 0026243236 scopus 로고
    • Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators
    • Dubey R.V., Euler J.A., and Bobcock S.M. Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators. IEEE Journal of Robotics and Automation 7 (1991) 579-588
    • (1991) IEEE Journal of Robotics and Automation , vol.7 , pp. 579-588
    • Dubey, R.V.1    Euler, J.A.2    Bobcock, S.M.3
  • 11
    • 0024933847 scopus 로고
    • Accelerated convergence in the inverse kinematics via multilayer feedforward networks
    • Guez, A., & Ahmad, Z. (1989). Accelerated convergence in the inverse kinematics via multilayer feedforward networks. In Proc. int. conf. on neural networks. Vol. II (pp. 341-344)
    • (1989) Proc. int. conf. on neural networks , vol.2 , pp. 341-344
    • Guez, A.1    Ahmad, Z.2
  • 12
    • 57749106175 scopus 로고    scopus 로고
    • An improved dual neural network for solving a class of quadratic programming problems and its k-winners-take-all application
    • Hu X., and Wang J. An improved dual neural network for solving a class of quadratic programming problems and its k-winners-take-all application. IEEE Transactions on Neural Networks 19 12 (2008) 2022-2031
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.12 , pp. 2022-2031
    • Hu, X.1    Wang, J.2
  • 13
    • 67349288507 scopus 로고    scopus 로고
    • Cooperative recurrent modular neural networks for constrained optimization: A survey of models and applications
    • Kamel M.S., and Xia Y.S. Cooperative recurrent modular neural networks for constrained optimization: A survey of models and applications. Cognitive Neurodynamics 3 (2009) 47-81
    • (2009) Cognitive Neurodynamics , vol.3 , pp. 47-81
    • Kamel, M.S.1    Xia, Y.S.2
  • 16
    • 0033319067 scopus 로고    scopus 로고
    • Resolving constrained kinematic redundancy of a robot using a quadratically constrained optimization technique
    • Kwon W., Lee B.H., and Cho M.H. Resolving constrained kinematic redundancy of a robot using a quadratically constrained optimization technique. Robotica 17 (1999) 503-511
    • (1999) Robotica , vol.17 , pp. 503-511
    • Kwon, W.1    Lee, B.H.2    Cho, M.H.3
  • 19
    • 0031285891 scopus 로고    scopus 로고
    • A new algorithm for solving strictly convex quadratic programs
    • Li W., and Swetits J. A new algorithm for solving strictly convex quadratic programs. SIAM Journal of Optimization 7 (1997) 595-619
    • (1997) SIAM Journal of Optimization , vol.7 , pp. 595-619
    • Li, W.1    Swetits, J.2
  • 20
    • 71749091001 scopus 로고    scopus 로고
    • A discrete-time recurrent neural network with one neuron for k-Winners-Take-All operation
    • in press
    • Liu, Q. S., & Cao, J. D. (2009). A discrete-time recurrent neural network with one neuron for k-Winners-Take-All operation. In International symposium on neural networks (in press)
    • (2009) International symposium on neural networks
    • Liu, Q.S.1    Cao, J.D.2
  • 21
    • 23044474397 scopus 로고    scopus 로고
    • A delayed neural network for solving linear projection equations and its analysis
    • Liu Q.S., Cao J.D., and Xia Y. A delayed neural network for solving linear projection equations and its analysis. IEEE Transactions on Neural Networks 16 (2005) 834-843
    • (2005) IEEE Transactions on Neural Networks , vol.16 , pp. 834-843
    • Liu, Q.S.1    Cao, J.D.2    Xia, Y.3
  • 22
    • 34548629454 scopus 로고    scopus 로고
    • A simplified dual neural network for quadratic programming with its KWTA application
    • Liu S.B., and Wang J. A simplified dual neural network for quadratic programming with its KWTA application. IEEE Transactions on Neural Networks 17 6 (2006) 1500-1510
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.6 , pp. 1500-1510
    • Liu, S.B.1    Wang, J.2
  • 23
    • 0034321873 scopus 로고    scopus 로고
    • On the computational power of winner-take-all
    • Maass W. On the computational power of winner-take-all. Neural Computation 12 (2000) 2519-2535
    • (2000) Neural Computation , vol.12 , pp. 2519-2535
    • Maass, W.1
  • 24
    • 20144378649 scopus 로고    scopus 로고
    • Stable computational dynamics for a class of circuits with O (n) interconnections capable of KWTA and rank extractions
    • Marinov C.A., and Hopfield J. Stable computational dynamics for a class of circuits with O (n) interconnections capable of KWTA and rank extractions. IEEE Transactions on Circuits and Systems 52 (2005) 949-959
    • (2005) IEEE Transactions on Circuits and Systems , vol.52 , pp. 949-959
    • Marinov, C.A.1    Hopfield, J.2
  • 26
    • 0030243756 scopus 로고    scopus 로고
    • Modified projection-type methods for monotone variational inequalities
    • Solodov M.V., and Tseng P. Modified projection-type methods for monotone variational inequalities. SIAM Journal on Control and Optimization 2 (1996) 1814-1830
    • (1996) SIAM Journal on Control and Optimization , vol.2 , pp. 1814-1830
    • Solodov, M.V.1    Tseng, P.2
  • 29
    • 0001201399 scopus 로고    scopus 로고
    • A new neural network for solving linear and quadratic programming problems
    • Xia Y.S. A new neural network for solving linear and quadratic programming problems. IEEE Transactions on Neural Networks 7 (1996) 1544-1547
    • (1996) IEEE Transactions on Neural Networks , vol.7 , pp. 1544-1547
    • Xia, Y.S.1
  • 31
    • 1542291075 scopus 로고    scopus 로고
    • An extended projection neural network for constrained optimization
    • Xia Y.S. An extended projection neural network for constrained optimization. Neural Computation 16 4 (2004) 863-883
    • (2004) Neural Computation , vol.16 , Issue.4 , pp. 863-883
    • Xia, Y.S.1
  • 32
    • 13644253420 scopus 로고    scopus 로고
    • A primal-dual neural network for on-line resolving constrained kinematic redundancy in robot motion control
    • Xia Y.S., Feng G., and Wang J. A primal-dual neural network for on-line resolving constrained kinematic redundancy in robot motion control. IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics) 35 1 (2005) 54-64
    • (2005) IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics) , vol.35 , Issue.1 , pp. 54-64
    • Xia, Y.S.1    Feng, G.2    Wang, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.