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Volume 22 Issue 3
May  2000
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Tao Qing, Cao Jinde, FangTingjian . THE NEURAL NETWORK MODEL FOR NONLINEAR PROGRAMMING PROBLEMS[J]. Journal of Electronics & Information Technology, 2000, 22(3): 429-433.
Citation: Tao Qing, Cao Jinde, FangTingjian . THE NEURAL NETWORK MODEL FOR NONLINEAR PROGRAMMING PROBLEMS[J]. Journal of Electronics & Information Technology, 2000, 22(3): 429-433.

THE NEURAL NETWORK MODEL FOR NONLINEAR PROGRAMMING PROBLEMS

  • Received Date: 1998-07-09
  • Rev Recd Date: 1999-05-20
  • Publish Date: 2000-05-19
  • This paper presents a kind of neural network model for nonlinear programming problems on the closed convex sets, defines its Liapunov energy function and shows its global asymptotic stability by using La Salle invariant principle under proper assumptions. Finally, the simulations are given to illustrate the correctness of proposed model.
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  • Tank D W;Hopfield J J.Simpleneuraloptimization networks.IEEE Trans.on CAS,1986, CAS-33(5):533-541.[2]Xia Y.A new neural network for solving linear and quadratic problems.IEEE Trans.on NN, 1996,NN-7(6):1544-1547.[3]陶卿,王常波,方廷健.一种求解闭凸集上二次规划问题的神经网络型.模式识别与人工智能,1998,11(1): 83-87.[4]张学铭,李训经,陈祖浩.最优控制系统的常微分方程理论.北京:高等教育出版杜,1989,50-201[5]La Salle J P.The Stability of Dynamical Systems. Philadelphia,PA:SLAM,1976,20-40.[6]郭大均.非线性泛函分析.济南:山东科技出版社,1985,437-460.[7]焦李成.神经网络计算.西安:西安电子科技大学出版社,1995,105-295.[8]张石生.变分不等式及其应用.北京:科学出版社,1990,100-120.[9]Kennedy M P,Chua L O.Neural networks for nonlinear programming. On IEEE Trans.On CAS,1988,CAS-35(5):554-562.
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