Revision history for PubNeuralNetworks
Additions:
CategoryPublication
Additions:
===== Publications - Neural Networks =====
Deletions:
Additions:
=== Books ===
~1) Xiang-Sun Zhang. [[http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-10100-22-33657213-0,00.html Neural Networks in Optimization]]. Kluwer Academic Publishers, Dordrecht, Boston, London, 2000.
~1) Xiang-Sun Zhang. [[http://www.springeronline.com/sgw/cda/frontpage/0,11855,5-10100-22-33657213-0,00.html Neural Networks in Optimization]]. Kluwer Academic Publishers, Dordrecht, Boston, London, 2000.
Additions:
===== Research Papers - Neural Networks =====
Deletions:
Additions:
===== Research Papers - Neural Networks =====
Deletions:
Additions:
==== Neural Networks ====
----
----
Additions:
=== Refereed Journal Articles ===
=== Proceedings Articles ===
=== Proceedings Articles ===
Deletions:
== Proceedings Articles ==
Additions:
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, 2001, 21(2), pp:152-162. (In Chinese)
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, 1999, 3(3), pp:35-43. (In Chinese)
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp:1-6, Xi'an Electronic Science and Technology University Press, 1994 (In Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp:108-116, Qinghua University Press, 1994 (In Chinese).
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, 1999, 3(3), pp:35-43. (In Chinese)
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp:1-6, Xi'an Electronic Science and Technology University Press, 1994 (In Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp:108-116, Qinghua University Press, 1994 (In Chinese).
Deletions:
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, 1999, 3(3), pp:35-43. (in Chinese)
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp:1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp:108-116, Qinghua University Press, 1994 (in Chinese).
Additions:
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. Neural networks for linear inequalities. //OR Transactions//, 2002, 6(1), pp:9-18.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. A new neural network for linear programming. //OR Transactions//, 2001, 5(2), pp:46-54.
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, 2001, 21(2), pp:152-162. (in Chinese)
~1) De-Gang Liu, and Xiang-Sun Zhang. Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally. //Journal of Global Optimization//, 2000, 16(3), pp:229-243.
~1) De-Gang Liu, and Xiang-Sun Zhang. Modified optimization layer by layer for learning multilayer perceptrons. //Acta Mathematicae Applicatae Sinica//, 2000, 16(1), pp:59-69.
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, 1999, 3(3), pp:35-43. (in Chinese)
~1) Xiang-Sun Zhang. Trust region method in neural network. //Acta Mathematicae Applicatae Sinica (English Series)//, 1997, 13(4), pp:342-352.
~1) Xiang-Sun Zhang. Mathematical analysis for some neural networks that solving linear and quadratic programming. //Acta Mathematicae Applicatae Sinica//, 1996, 12(1), pp:1-10.
~1) Xiang-Sun Zhang, Hong-Feng Li, and Xiao-Dong Wang. A straightforward mathematical analysis for the Hopfield neural network. //Acta Electronica Sinica//, 1992, 20, pp:10-18 .
~1) Xiang-Sun Zhang, Zhen-Ping Li, and Wen-Feng Zhou. A neural network algorithm for the (m,d)-coloring problem of a graph. //Proceedings of ORSC 2004//, pp:382-389, Global-Link Publishing Company, 2004.
~1) Ling-Yun Wu, Ji-Hong Zhang, and Xiang-Sun Zhang. Neural networks approach to DNA sequencing by hybridization. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.4, pp:312-320, World Publishing Corporation, 2002.
~1) Ling-Yun Wu, Xiang-Sun Zhang and Ju-Liang Zhang. Application of discrete Hopfield-type neural network for max-cut problem. //Proceedings of ICONIP 2001//, pp:1439-1444, Fudan University Press, Shanghai, 2001.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Lei Wang. Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem". //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.3, pp:287-295, World Publishing Corporation, 1998.
~1) Xiang-Sun Zhang. How many spurious patterns in the Hopfield neural network. //Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95)//, pp:117-120, 1995.
~1) Xiang-Sun Zhang, and S.Amari. A composite network model that tries to solve nonlinear programming problem globally. //Proceedings of the International Conference on Neural Information Processing(ICONIP95)//, Yixin Zhong (ed), pp:809-812, 1995.
~1) Xiang-Sun Zhang, and Peter C.B.Lam. Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.1, pp:93-102, World Publishing Corporation, 1995.
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp:1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp:108-116, Qinghua University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang, and Hui-Can Zhu. A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming. //Algorithms and Computation, Lecture Notes in Computer Science 834//, Ding-Zhu Du and Xiang-Sun Zhang(eds.), pp:119-127, Springer-Verlag, 1994.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. A new neural network for linear programming. //OR Transactions//, 2001, 5(2), pp:46-54.
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, 2001, 21(2), pp:152-162. (in Chinese)
~1) De-Gang Liu, and Xiang-Sun Zhang. Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally. //Journal of Global Optimization//, 2000, 16(3), pp:229-243.
~1) De-Gang Liu, and Xiang-Sun Zhang. Modified optimization layer by layer for learning multilayer perceptrons. //Acta Mathematicae Applicatae Sinica//, 2000, 16(1), pp:59-69.
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, 1999, 3(3), pp:35-43. (in Chinese)
~1) Xiang-Sun Zhang. Trust region method in neural network. //Acta Mathematicae Applicatae Sinica (English Series)//, 1997, 13(4), pp:342-352.
~1) Xiang-Sun Zhang. Mathematical analysis for some neural networks that solving linear and quadratic programming. //Acta Mathematicae Applicatae Sinica//, 1996, 12(1), pp:1-10.
~1) Xiang-Sun Zhang, Hong-Feng Li, and Xiao-Dong Wang. A straightforward mathematical analysis for the Hopfield neural network. //Acta Electronica Sinica//, 1992, 20, pp:10-18 .
~1) Xiang-Sun Zhang, Zhen-Ping Li, and Wen-Feng Zhou. A neural network algorithm for the (m,d)-coloring problem of a graph. //Proceedings of ORSC 2004//, pp:382-389, Global-Link Publishing Company, 2004.
~1) Ling-Yun Wu, Ji-Hong Zhang, and Xiang-Sun Zhang. Neural networks approach to DNA sequencing by hybridization. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.4, pp:312-320, World Publishing Corporation, 2002.
~1) Ling-Yun Wu, Xiang-Sun Zhang and Ju-Liang Zhang. Application of discrete Hopfield-type neural network for max-cut problem. //Proceedings of ICONIP 2001//, pp:1439-1444, Fudan University Press, Shanghai, 2001.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Lei Wang. Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem". //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.3, pp:287-295, World Publishing Corporation, 1998.
~1) Xiang-Sun Zhang. How many spurious patterns in the Hopfield neural network. //Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95)//, pp:117-120, 1995.
~1) Xiang-Sun Zhang, and S.Amari. A composite network model that tries to solve nonlinear programming problem globally. //Proceedings of the International Conference on Neural Information Processing(ICONIP95)//, Yixin Zhong (ed), pp:809-812, 1995.
~1) Xiang-Sun Zhang, and Peter C.B.Lam. Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.1, pp:93-102, World Publishing Corporation, 1995.
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp:1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp:108-116, Qinghua University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang, and Hui-Can Zhu. A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming. //Algorithms and Computation, Lecture Notes in Computer Science 834//, Ding-Zhu Du and Xiang-Sun Zhang(eds.), pp:119-127, Springer-Verlag, 1994.
Deletions:
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. A new neural network for linear programming. //OR Transactions//, vol5, no.2, pp.46-54, 2001.
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, vol.21, no.2, pp152-162, 2001 (in Chinese).
~1) De-Gang Liu, and Xiang-Sun Zhang. Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally. //Journal of Global Optimization//, vol.16, no.3, pp.229-243, 2000.
~1) De-Gang Liu, and Xiang-Sun Zhang. Modified optimization layer by layer for learning multilayer perceptrons. //Acta Mathematicae Applicatae Sinica//, vol.16, no.1, pp.59-69, 2000.
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, vol.3, no.3, pp.35-43, 1999 (in Chinese).
~1) Xiang-Sun Zhang. Trust region method in neural network. //Acta Mathematicae Applicatae Sinica (English Series)//, Vol. 13, No.4, pp.342-352, 1997.
~1) Xiang-Sun Zhang. Mathematical analysis for some neural networks that solving linear and quadratic programming. //Acta Mathematicae Applicatae Sinica//, Vol.12, No.1, pp.1-10, 1996.
~1) Xiang-Sun Zhang, Hong-Feng Li, and Xiao-Dong Wang. A straightforward mathematical analysis for the Hopfield neural network. //Acta Electronica Sinica//, Vol. 20, pp. 10-18, 1992.
~1) Xiang-Sun Zhang, Zhen-Ping Li, and Wen-Feng Zhou. A neural network algorithm for the (m,d)-coloring problem of a graph. //Proceedings of ORSC 2004//, 382-389, Global-Link Publishing Company, 2004.
~1) Ling-Yun Wu, Ji-Hong Zhang, and Xiang-Sun Zhang. Neural networks approach to DNA sequencing by hybridization. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.4, pp.312-320, World Publishing Corporation, 2002.
~1) Ling-Yun Wu, Xiang-Sun Zhang and Ju-Liang Zhang. Application of discrete Hopfield-type neural network for max-cut problem. //Proceedings of ICONIP 2001//, pp.1439-1444, Fudan University Press, Shanghai, 2001.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Lei Wang. Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem". //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.3, pp.287-295, World Publishing Corporation, 1998.
~1) Xiang-Sun Zhang. How many spurious patterns in the Hopfield neural network. //Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95)//, pp.117-120, 1995.
~1) Xiang-Sun Zhang, and S.Amari. A composite network model that tries to solve nonlinear programming problem globally. //Proceedings of the International Conference on Neural Information Processing(ICONIP95)//, Yixin Zhong (ed), pp. 809-812, 1995.
~1) Xiang-Sun Zhang, and Peter C.B.Lam. Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.1, pp.93-102, World Publishing Corporation, 1995.
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp.1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp. 108-116, Qinghua University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang, and H.-C.Zhu. A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming. //Algorithms and Computation, Lecture Notes in Computer Science 834//, Ding-Zhu Du and Xiang-Sun Zhang(eds.), pp.119-127, Springer-Verlag, 1994.
Additions:
~1) Xiang-Sun Zhang, Zhen-Ping Li, and Wen-Feng Zhou. A neural network algorithm for the (m,d)-coloring problem of a graph. //Proceedings of ORSC 2004//, 382-389, Global-Link Publishing Company, 2004.
Additions:
== Refereed Journal Articles ==
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Zhu-Jun Jing. A canonical neural network model for nonlinear programming problems, to appear in //Acta Mathematicae Applicatae Sinica//.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. Neural networks for linear inequalities. //OR Transactions//, vol.6, no.1, pp.9-18, 2002.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. A new neural network for linear programming. //OR Transactions//, vol5, no.2, pp.46-54, 2001.
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, vol.21, no.2, pp152-162, 2001 (in Chinese).
~1) De-Gang Liu, and Xiang-Sun Zhang. Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally. //Journal of Global Optimization//, vol.16, no.3, pp.229-243, 2000.
~1) De-Gang Liu, and Xiang-Sun Zhang. Modified optimization layer by layer for learning multilayer perceptrons. //Acta Mathematicae Applicatae Sinica//, vol.16, no.1, pp.59-69, 2000.
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, vol.3, no.3, pp.35-43, 1999 (in Chinese).
~1) Xiang-Sun Zhang. Trust region method in neural network. //Acta Mathematicae Applicatae Sinica (English Series)//, Vol. 13, No.4, pp.342-352, 1997.
~1) Xiang-Sun Zhang. Mathematical analysis for some neural networks that solving linear and quadratic programming. //Acta Mathematicae Applicatae Sinica//, Vol.12, No.1, pp.1-10, 1996.
~1) Xiang-Sun Zhang, Hong-Feng Li, and Xiao-Dong Wang. A straightforward mathematical analysis for the Hopfield neural network. //Acta Electronica Sinica//, Vol. 20, pp. 10-18, 1992.
== Proceedings Articles ==
~1) Ling-Yun Wu, Ji-Hong Zhang, and Xiang-Sun Zhang. Neural networks approach to DNA sequencing by hybridization. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.4, pp.312-320, World Publishing Corporation, 2002.
~1) Ling-Yun Wu, Xiang-Sun Zhang and Ju-Liang Zhang. Application of discrete Hopfield-type neural network for max-cut problem. //Proceedings of ICONIP 2001//, pp.1439-1444, Fudan University Press, Shanghai, 2001.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Lei Wang. Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem". //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.3, pp.287-295, World Publishing Corporation, 1998.
~1) Xiang-Sun Zhang. How many spurious patterns in the Hopfield neural network. //Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95)//, pp.117-120, 1995.
~1) Xiang-Sun Zhang, and S.Amari. A composite network model that tries to solve nonlinear programming problem globally. //Proceedings of the International Conference on Neural Information Processing(ICONIP95)//, Yixin Zhong (ed), pp. 809-812, 1995.
~1) Xiang-Sun Zhang, and Peter C.B.Lam. Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.1, pp.93-102, World Publishing Corporation, 1995.
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp.1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp. 108-116, Qinghua University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang, and H.-C.Zhu. A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming. //Algorithms and Computation, Lecture Notes in Computer Science 834//, Ding-Zhu Du and Xiang-Sun Zhang(eds.), pp.119-127, Springer-Verlag, 1994.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Zhu-Jun Jing. A canonical neural network model for nonlinear programming problems, to appear in //Acta Mathematicae Applicatae Sinica//.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. Neural networks for linear inequalities. //OR Transactions//, vol.6, no.1, pp.9-18, 2002.
~1) Ju-Liang Zhang, and Xiang-Sun Zhang. A new neural network for linear programming. //OR Transactions//, vol5, no.2, pp.46-54, 2001.
~1) Xin-Jian Zhuo, Xiang-Sun Zhang, and Z.B.Xu. The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network. //Systems Science and Mathematical Sciences//, vol.21, no.2, pp152-162, 2001 (in Chinese).
~1) De-Gang Liu, and Xiang-Sun Zhang. Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally. //Journal of Global Optimization//, vol.16, no.3, pp.229-243, 2000.
~1) De-Gang Liu, and Xiang-Sun Zhang. Modified optimization layer by layer for learning multilayer perceptrons. //Acta Mathematicae Applicatae Sinica//, vol.16, no.1, pp.59-69, 2000.
~1) Xin-Jian Zhuo, and Xiang-Sun Zhang. Hopfield-type neural network for solving "four-coloring map problems". //OR Transactions//, vol.3, no.3, pp.35-43, 1999 (in Chinese).
~1) Xiang-Sun Zhang. Trust region method in neural network. //Acta Mathematicae Applicatae Sinica (English Series)//, Vol. 13, No.4, pp.342-352, 1997.
~1) Xiang-Sun Zhang. Mathematical analysis for some neural networks that solving linear and quadratic programming. //Acta Mathematicae Applicatae Sinica//, Vol.12, No.1, pp.1-10, 1996.
~1) Xiang-Sun Zhang, Hong-Feng Li, and Xiao-Dong Wang. A straightforward mathematical analysis for the Hopfield neural network. //Acta Electronica Sinica//, Vol. 20, pp. 10-18, 1992.
== Proceedings Articles ==
~1) Ling-Yun Wu, Ji-Hong Zhang, and Xiang-Sun Zhang. Neural networks approach to DNA sequencing by hybridization. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.4, pp.312-320, World Publishing Corporation, 2002.
~1) Ling-Yun Wu, Xiang-Sun Zhang and Ju-Liang Zhang. Application of discrete Hopfield-type neural network for max-cut problem. //Proceedings of ICONIP 2001//, pp.1439-1444, Fudan University Press, Shanghai, 2001.
~1) Xiang-Sun Zhang, Xin-Jian Zhuo, and Lei Wang. Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem". //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.3, pp.287-295, World Publishing Corporation, 1998.
~1) Xiang-Sun Zhang. How many spurious patterns in the Hopfield neural network. //Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95)//, pp.117-120, 1995.
~1) Xiang-Sun Zhang, and S.Amari. A composite network model that tries to solve nonlinear programming problem globally. //Proceedings of the International Conference on Neural Information Processing(ICONIP95)//, Yixin Zhong (ed), pp. 809-812, 1995.
~1) Xiang-Sun Zhang, and Peter C.B.Lam. Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming. //Operations Research and Its Applications, Lecture Notes in Operations Research//, vol.1, pp.93-102, World Publishing Corporation, 1995.
~1) Xiang-Sun Zhang, G.-J.Zhang, and H.-C.Zhu. Doing optimization by neural network: solving combinatorial network problem. //Optimization Theory and Application//, M.-Y.Yue (ed.), pp.1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang. The approximation capability of the feedforward neural network and a class of generalized Fourier network. //Proceeding of Chinese SIAM'94//, pp. 108-116, Qinghua University Press, 1994 (in Chinese).
~1) Xiang-Sun Zhang, and H.-C.Zhu. A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming. //Algorithms and Computation, Lecture Notes in Computer Science 834//, Ding-Zhu Du and Xiang-Sun Zhang(eds.), pp.119-127, Springer-Verlag, 1994.
Deletions:
~1) Xiang-sun Zhang, Xing-jian Zhuo, and Zhu-jun Jing, A canonical neural network model for nonlinear programming problems, to appear in Acta Mathematicae Applicatae Sinica.
~1) Juliang Zhang, and Xiangsun Zhang, Neural networks for linear inequalities, OR Transactions, vol.6, no.1, pp.9-18, 2002.
~1) J.-L.Zhang and X.-S.Zhang, A new neural network for linear programming, OR Transactions, vol5, no.2, pp.46-54, 2001.
~1) X.-J.Zhuo, X.-S.Zhang, and Z.B.Xu, The study on research of convergence and its reliability analysis of the discrete Hopfield-type neural network, Systems Science and Mathematical Sciences, vol.21, no.2, pp152-162, 2001 (in Chinese).
~1) De-gang Liu, Xiang-sun Zhang, Test problem generator by neural network for algorithms that try solving nonlinear programming problems globally, Journal of Global Optimization, vol.16, no.3, pp.229-243, 2000.
~1) De-gang Liu, Xiang-Sun Zhang, Modified optimization layer by layer for learning multilayer perceptrons, Acta Mathematicae Applicatae Sinica, vol.16, no.1, pp.59-69, 2000.
~1) Xinjian Zhou and X.-S.Zhang, Hopfield-type neural network for solving "four-coloring map problems", OR Transactions, vol.3, no.3, pp.35-43, 1999 (in Chinese).
~1) X.-S.Zhang, Trust region method in neural network, Acta Mathematicae Applicatae Sinica (English Series), Vol. 13, No.4, pp.342-352, 1997.
~1) X.-S.Zhang, Mathematical analysis for some neural networks that solving linear and quadratic programming, Acta Mathematicae Applicatae Sinica, Vol.12, No.1, pp.1-10, 1996.
~1) Xiang-Sun ZHANG, Hong-Feng LI, Xiao-Dong WANG, A straightforward mathematical analysis for the Hopfield neural network, Acta Electronica Sinica, Vol. 20, pp. 10-18, 1992.
== Proceedings Articles ==
~1) Ling-yun Wu, Ji-hong Zhang, and X.-S.Zhang, Neural networks approach to DNA sequencing by hybridization, Operations Research and Its Applications, Lecture Notes in Operations Research, vol.4, pp.312-320, World Publishing Corporation, 2002.
~1) Ling-yun Wu, Xiang-sun Zhang and Ju-liang Zhang, Application of discrete Hopfield-type neural network for max-cut problem, Proceedings of ICONIP 2001, pp.1439-1444, Fudan University Press, Shanghai, 2001.
~1) X.-S.Zhang, X.-J.Zhuo, and Lei Wang, Discrete Hopfield-type Neural network model for solving "Traveling-salesman problem" Operations Research and Its Applications, Lecture Notes in Operations Research, vol.3, pp.287-295, World Publishing Corporation, 1998.
~1) X.-S.Zhang, How many spurious patterns in the Hopfield neural network, Proceedings of IEEE International Conf. on Neural Networks and Signal Processing(ICNNSP'95), pp.117-120, 1995.
~1) X.-S.Zhang and S.Amari, A composite network model that tries to solve nonlinear programming problem globally, Proceedings of the International Conference on Neural Information Processing(ICONIP95), Yixin Zhong (ed), pp. 809-812, 1995.
~1) X.-S.Zhang and Peter C.B.Lam, Mathematical analysis for neural networks that simulates the penalty methods in nonlinear programming, Operations Research and Its Applications, Lecture Notes in Operations Research, vol.1, pp.93-102, World Publishing Corporation, 1995.
~1) X.-S.Zhang, G.-J.Zhang, H.-C.Zhu, Doing optimization by neural network: solving combinatorial network problem, Optimization Theory and Application, M.-Y.Yue (ed.), pp.1-6, Xi'an Electronic Science and Technology University Press, 1994 (in Chinese).
~1) X.-S.Zhang, The approximation capability of the feedforward neural network and a class of generalized Fourier network, Proceeding of Chinese SIAM'94, pp. 108-116, Qinghua University Press, 1994 (in Chinese).
~1) X.-S.Zhang, H.-C.Zhu, A neural network model for quadratic programming with simple upper and lower bounds and its application to linear programming, Algorithms and Computation, Lecture Notes in Computer Science 834, D.-Z.Du and X.-S.Zhang(eds.), pp.119-127, Springer-Verlag, 1994.
