黃學祥(重慶大學經濟與工商管理學院教授，博士生導師)

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重慶大學經濟與工商管理學院教授，博士生導師。

基本介紹

  • 中文名：黃學祥
  • 出生日期：1964年10月
  • 出生地：四川
  • 屬於：中國運籌學會理事
個人簡介,研究方向,研究及工作經歷,國際會議論文,著作及章節,研究項目（部分）,會議主持,榮譽獎項,

個人簡介

黃學祥，男，1964年10月生，四川人。中國運籌學會理事(2008-)，中國運籌學會數學規劃專業委員會副秘書長(2006-)，中國系統工程學會理事(2008-)，美國 《Mathematical Reviews》評論員(2001-)，《系統工程理論與實踐》編委(2009-)，《Mathematical Methods of Operations Research》（2007）, 《Pacific Journal of Optimization》(2008), 《Optimization Methods and Software》(2009) 的客座主編。

研究方向

非光滑分析，向量（多目標）最佳化，數學規劃理論和方法，控制最佳化技術及套用。主要從事數值最最佳化理論與算法研究。在國際上率先研究各種形式的集值映射的Ekeland變分原理，並將這些變分原理用於研究集值最佳化問題、近似解的必要條件和集值最佳化問題的適定性。

研究及工作經歷

1998年獲中科院系統所系統理論專業理學博士學位。
1999.3-2000.3，在澳大利亞西澳大學從事由澳大利亞研究委員會（ARC）資助的項目研究。
2000.3-2000.12，在澳大利亞Curtin University of Technology從事由ARC資助的項目研究。
2000.12-2002.3，在香港理工大學從事由香港研究委員會（RGC）資助的項目研究。
2002.3-2004.3，在香港理工大學做博士後研究。
2004.3-2004.7， 作為Research Fellow在香港理工大學從事由RGC資助的項目研究。
2004.12—2010.1，復旦大學管理學院教授, 博士生導師。
2006.7-2006.9, 2007.1-2007.3, 2007.7-2007.9, 2008.1-2008.3,香港理工大學Research Fellow。
2008.8-2008.9, 台灣國立中山大學訪問教授。
期刊論文 (Published or Accepted)
  1. >X. X. Huang, Calmness and exact penalization for constrained vector set-valued optimization, Pacific Journal of Optimization, accepted.
  2. >X. X. Huang, Convergence of a class of penalty methods for constrained scalar set-valued optimization, Journal of Global Optimization, April 2012.
  3. >H. L. Luo, X. X. Huang and J. W. Peng, Generalized weak sharp minima in cone-constrained convex optimization with applications, Computational Optimization and Applications, 53(3), 807-821.
  4. >X. X. Huang (2012), Calmness and exact penalization in constrained scalar set-valued optimization, Journal of Optimization Theory and Applications, 154 (1), 108-119.
  5. >X. X. Huang and J. C. Yao, Characterizations of the nonemptiness and compactness for solution sets of convex set-valued optimization problems, Journal of Global Optimization, 55(3), 611-626.
  6. >G. Wang and X. X. Huang (2012), Levitin-Polayk well-posedness for optimization problems with generalized equilibrium constraints, Journal of Optimization Theory and Applications, 153, 27-41.
  7. >J. W. Peng and X. X. Huang, Well-Posedness for a System of Generalized Vector Quasi-Equilibrium Problems, Pacific Journal of Optimization, accepted.
  8. >X. X. Huang and X. Q. Yang (2012), Further study on the Levitin-Polyak well-posedness of constrained convex vector optimization problems, Nonlinear Analysis, Theory, Methods and Applications, 75, 1341-1347.
  9. >H. L. Luo, X. X. Huang and J. W. Peng (2011), Generalized well-posedness in convex vector optimization, Pacific Journal of Optimization, 7, 353-367.
  10. > Z. Chen, X. X. Huang and X. Q. Yang (2011) Generalized proximal point algorithms for multiobjective optimization problems, Applicable Analysis, 90, 935-949.
  11. > N. J. Huang, X. X. Huang and X. Q. Yang (2011), Connections among continuous and combinatorial vector optimization problems, Optimization, 60, 15-27.
  12. >Shu-Shang Zhu, Guo-Zhen Ruan and Xue-Xiang Huang (2010), Some fundamental issues of basic-line algorithm for linear programming, Optimization, 59, 1283-1295
  13. >J. Zhang, B. Jiang and X. X. Huang (2010), Levitin-Polyak well-posedness in vector quasivariational inequality problems with functional constraints, Fixed Point Theory and Applications.
  14. > J. Zhang and X. X. Huang (2010), Further study on strong Lagrangian duality property for invex programs via penalty functions, Journal of Inequalities and Applications.
  15. >X. X. Huang and X. Q. Yang (2010), Levtin-Polyak well-posedness for vector variational inequalities with functional constraints, Numerical Functional Analysis and Optimization, 31, 440-459.
  16. > Y. Chen, X. X. Huang and L. Guo (2010), Nonemptiness and boundedness of efficient solution set in constrained convex optimization, OR Transactions, 40 (1), 46-54.
  17. > G. Wang, X. X. Huang and J. Zhang (2010), Levitin-Polyak well-posedness in generalized equilibrium problems with functional constraints, Pacific Journal of Optimization, 6, 441-453.
  18. >G. Wang, X. X. Huang and J. Zhang (2010), Levitin-Polyak well-posedness of generalized vector equilibrium problems with functional constraints, Acta Math. Sci., 30B (5), 1400-1412.
  19. >Q. J. Zhao, S. Xu, T. Peng and X. X. Huang (2010), Weighted variational inequalities in normed spaces, Optimization, 59, 501-514.
  20. > X. X. Huang, X. Q. Yang and D. L. Zhu (2009), Levitin-Polyak well-posedness of variational inequalities with functional constraints, Journal of Global Optimization, 44, 159-174.
  21. > B. Jiang, J. Zhang and X. X. Huang (2009), Levitin-Polyak well-posedness of generalized quasivariational inequalities with functional constraints, Nonlinear Analysis, TMA, 70, 1492-1503.
  22. >Y. Q. Zhang and X. X. Huang (2009), Characterizing the nonemptiness and boundedness of weak efficient solution set for constrained convex vector optimization in reflexive Banach space, OR Transactions, 13, 52-60.
  23. > R. Zhang and X. X. Huang (2009), A differential game model for a developing and a developed country, Journal of Systems Science and Complexity, 22, 171-185.
  24. >R. Zhang and X. X. Huang (2009), Asymmetric generator bidding constrained by cost and demand, 29, 37-43 (Chinese).
  25. > X. X. Huang and R. Zhang (2008), Dynamic investment strategy with a convex-concave production function, Systems Engineering, Theory and Practice, 28, 19-29 (Chinese).
  26. > X. X. Huang, B. Jiang and J. Zhang (2008), Levitin-Polyak well-posedness of quasivariational inequalities with functional constraints, Natural Science Journal of Xiangtan University, 30, 1-11 (invited paper).
  27. > B. Jiang, J. Zhang and X. X. Huang (2008), Certain relations between vector variational inequalities and generalized variational inequalities, OR Transactions, 12, 115-120 (Chinese).
  28. > L. C. Ceng, G. Y. Chen, X. X. Huang and J. C. Yao (2008), Existence theorems for generalized vector variational inequalities with pseudomonotonicity and their applications, Taiwanese Journal of Mathematics, 12, 151-172.
  29. >Zui Xu, D. L. Zhu and X. X. Huang (2008), Levitin-Polyak well-posedness in generalized vector variational inequality problems with functional constraints, Mathematical Methods of Operations Research, 67, 505-524.
  30. >X. X. Huang and X. Q. Yang (2007), Levitin-Polyak well-posedness of generalized variational inequalities with functional constraints, Journal of Industrial and Management Optimization, 3, 671-684.
  31. >X. X. Huang, X. Q. Yang and K. L. Teo (2007), A smoothing scheme for minimization problems with max-min constraints, Journal of Industrial and Management Optimization, 3, 209-222.
  32. >X. X. Huang, X. Q. Yang and K. L. Teo (2007), A lower order penalization approach to nonlinear semidefinite programming, Journal of Optimization Theory and Applications, 132, 1-20.
  33. > X. X. Huang and X. Q. Yang (2007), Levitin-Polyak well-posedness of constrained vector optimization problems, Journal of Global Optimization, 37, 287-304.
  34. >X. X. Huang, X. Q. Yang and K. L. Teo (2006), Convergence analysis of a class of penalty methods for general vector optimization problems with cone constraints, Journal of Global Optimization, 36, 637-652.
  35. > X. X. Huang, X. Q. Yang and K. L. Teo (2006), Calmness and exact penalization in vector optimization with cone constraints, Computational Optimization and Applications, 35, 47-67.
  36. >X. X. Huang, X. Q. Yang and D. L. Zhu (2006), A sequential smooth penalization approach to mathematical programs with complementarity constraints, Numerical Functional Analysis and Optimization, 27, 71-98.
  37. >X. X. Huang, D. Li and X. Q. Yang (2006), Convergence of the optimal values of quadratic penalty problems for mathematical programs with complementarity constraints, Journal of Industrial and Management Optimization, 2, 287-296.
  38. > X. X. Huang, X. Q. Yang and K. L. Teo (2006), Partial augmented Lagrangian method and mathematical programs with complementarity constraints, Journal of Global Optimization, 35, 235-254.
  39. >X. X. Huang, X. Q. Yang and K. L. Teo (2006), Approximate augmented Lagrangian functions and nonlinear semidefinite programs, Acta Mathematica Sinica (English Series), 22, 1283-1296.
  40. >. X. X. Huang and X. Q. Yang (2006), Generalized Levitin-Polyak well-posedness in constrained optimization, SIAM J. Optimization, 17, 243-258.
  41. > X. Q. Yang and X. X. Huang (2005), Convergence property of an augmented Lagrangian method for mathematical programs with complementarity constraints, Nonlinear Analysis, Theory, Methods and Applications, 63, pp. e2247-e2256.
  42. >X. X. Huang and X. Q. Yang (2005), Further study on augmented Lagrangian duality theory, Journal of Global Optimization, 31, 193-210.
  43. >X. X. Huang and X. Q. Yang (2005), Generalized augmented Lagrangian methods for equality constrained optimization problems, Pacific Journal of Optimization, 1, 81-99.
  44. > X.J. Song and X. X. Huang (2004), Optimal model reduction for state space symmetric systems, Natural Science Journal of Xiangtan University, 26, 148-154.
  45. >X. X. Huang (2004), Strong well-posedness of optimization problems and realted problems, Journal of Chongqing Normal University, 21, 3-4 (invited paper), in Chinese.
  46. > X. Q. Yang and X. X. Huang (2004), Lower order penalty methods for mathematical programs with complementarity constraints, Optimization Methods and Software, 19, 693-720.
  47. >X. X. Huang, X. Q. Yang and K. L. Teo (2004), Characterizing the nonemptiness and compactness of the solution set of a convex optimization problem with cone constraints and Applications, Journal of Optimization Theory and Applications, 123, 391-407.
  48. >X. X. Huang and X. Q. Yang (2004), Duality for multiobjective optimization via nonlinear Lagrangian functions, Journal of Optimization Theory and Applications, 120, 111-127.
  49. >X. X. Huang, X. Q. Yang and K. L. Teo (2003), A sequential quadratic penalty method for nonlinear semidefinite programming, Optimization, 52, 715-738.
  50. >X. Q. Yang, Z. Q. Meng, X. X. Huang and T. Y. Pong (2003), Smoothing nonlinear penalty functions for constrained optimization problems, Numerical Functional Analysis and Optimization, 24, 351-364.
  51. >X. X. Huang and X. Q. Yang (2003), A unified augmented Lagrangian approach to duality and exact penalization, Mathematics of Operations Research, 28, 533-552.
  52. > G. Y. Chen, X. X. Huang and S. H. Hou (2003), Errata to ``General Ekeland's variational principle for set-valued maps'', Journal of Optimization Theory and Applications,117, 217-218.
  53. >X. Q. Yang and X. X. Huang (2003), Partially strictly monotone and nonlinear penalty functions for constrained optimization problems, Computational Optimization and Applications, 25, 293-311.
  54. > X. X. Huang (2003), A new variant of Ekeland's variational principle for set-valued maps, Optimization, 52, 53-63.
  55. > X. X. Huang and X. Q. Yang (2003), Convergence analysis of a nonlinear penalization method via first order necessary optimality conditions, Journal of Optimization Theory and Applications, 116, 311-332.
  56. > A. M. Rubinov, X. X. Huang and X. Q. Yang (2002), Zero duality gap property and lower semicontinuity of perturbation function, Mathematics of Operations Research, 27, 775-791.
  57. >X. X. Huang and X. Q. Yang (2002), Nonlinear Lagrangian for multiobjective optimization problems and applications to duality and exact penalization, SIAM Journal on Optimization, 13, 675-692.
  58. >X. X. Huang and X. Q. Yang (2002), On characterizations of proper efficiency for nonconvex multiobjective optimization, Journal of Global Optimization, 23, 213-231.
  59. >X. X. Huang (2002), Optimality conditions and approximate optimality conditions for locally Lipschitz vector optimization, Optimization, 51, 309-321.
  60. > X. X. Huang (2002), Stability results for Ekeland's variational principle for set-valued maps, Optimization, 51, 31-45.
  61. >X. X. Huang and X. Q. Yang (2001), Characterizations of the nonemptiness and compactness of the set of weakly efficient solutions for convex vector optimization and applications, Journal of Mathematical Analysis and Applications, 264, 270-287.
  62. > X. X. Huang and X. Q. Yang (2001), Duality and exact penalization for vector optimization via augumentd Lagrangian, Journal of Optimization Theory and Applications, 111, 615-640.
  63. >X. X. Huang (2001), New stability results for Ekeland's variational principles for vector-valued and set-valued maps, Journal of Mathematical Analysis and Applications, 262, 12-23.
  64. >Xue-Xiang Huang, Wei-Yong Yan and K. L. Teo (2001), A new approach to frequency weighted $L_2$ optimal model reduction problem, International Journal of Control, 74, 1239-1246.
  65. > Xue-Xiang Huang, Wei-Yong Yan and K. L. Teo (2001), $H_2$ near optimal model reduction, IEEE Transactions on Automatic Control, 46, 1279-1284.
  66. >X. X. Huang and X. Q. Yang (2001), Approximate Optimal Solutions and Nonlinear Lagrangian functions, Journal of Global Optimization, Vol. 21, pp. 51-65.
  67. > X. X. Huang and X. Q. Yang (2001), Asymptotic analysis of a class of nonlinear penalization methods for constrained multiobjective optimization, Nonlinear Analysis, Theory, Methods and Applications, 47, 5573-5584.
  68. >X. X. Huang and X. M. Yang (2001), Some results of the existence of efficiency in vector optimization, Mathematical Methods of Operations Research, 53 (3), 391-401.
  69. >X. X. Huang and X. Q. Yang (2001), Efficiency and approachability of nonconvex bicriteria programs, Journal of Mathematical Analysis and Applications, 261 (1), 134-150.
  70. >X. Q. Yang and X. X. Huang (2001), A nonlinear Lagrangian approach to constrained optimization problems, SIAM Journal on Optimization, 11(4), 1119-1144.
  71. >X. X. Huang (2001), Pointwise well-posedness of the perturbed vector optimization problems in vector-valued variational principles, Journal of Optimization Theory and Applications, 108 (3), 671-684.
  72. >X. X. Huang (2001), Extended and strongly extended well-posedness of set-valued optimization problems, Mathematical Methods of Operations Research, 53 (1), 101-116.
  73. >X. X. Huang (2000): Stability in vector-valued and set-valued optimization, Mathematical Methods of Operations Research, 52 (2), 185-193.
  74. >X. X. Huang (2000): Equivalents of a general approximate variational principle for set-valued maps and applications, Mathematical Methods of Operations Research, 51 (3), 433-442.
  75. >X. X. Huang (2000): Extended well-posedness properties of vector optimization problems, Journal of Optimization Theory and Applications, 106 (1), 165-182.
  76. >G. Y. Chen, X. X. Huang and S. H. Hou (2000) A general approximate variational principle for set-valued maps, Journal of Optimization Theory and Applications, 106 (1), 151-164.
  77. >G. Y. Chen and X. X. Huang and G. M. Lee (1999): Equivalents of an approximate variational principle for vector-valued functions and applications, Mathematical Methods of Operations Research, 49 (1), 125-136.
  78. > G. Y. Chen and X. X. Huang (1998) : Ekeland's variational principle for set-valued mappings, Mathematical Methods of Operations Research, 48(2), 181-186.
  79. > G. Y. Chen and X. X. Huang (1998): A unified approach to the existing three types of variational principles for vector-valued functions, Mathematical Methods of Operations Research 48(3), 349-357.
  80. >G. Y. Chen and X. X. Huang (1998): Stability results for Ekeland's variational principle for vector-valued functions, Mathematical Methods of Operations Research 48(1), 97-103.
  81. > Huang Xuexiang (1995): Notes on the paper
  82. >Huang Xuexiang (1994): Uniform calmness of mathematical programming and global exactness of its penalty functions-(I), Chinese Journal of Engineering Mathematics 11(1), 29-34, in Chinese.
  83. >Huang Xuexiang (1993): An exact penalty function for nonsmooth multiobjective optimization problems, Mathematics Application 6(1), 15-20, in Chinese.
  84. >Huang Xuexiang (1992): Regularity conditions for constrained multiobjective optimization problems, Chinese Journal of Operations Research 11(1), 65-67, in Chinese.
  85. > Ruan Guozhen and Huang Xuexiang (1992): Weak calmness and weak stability of multiobjective programming aned its penalty functions, Journal of Systems Science and Mathematical Sciences 12(2), 148-157, in Chinese.
  86. > Huang Xuexiang (1990): Generalized recession cone and generalized recession functions, Natural Science Journal of Xiangtan University 12(5), 17-22, in Chinese.

國際會議論文

> X. X. Huang and X. Q. Yang (2002), Global convergence of regularization schemes for mathematical programs with complementarity constraints, Proceedings of the 4th international Symposium on Operations Research and its Applications, Yichang-Chongqing, China, Lecture Notes in Operations Research 4, Xiangsun Zhang and Degang Liu (Eds.), 31-45.
>X. Q. Yang and X. X. Huang (2001), Nonlinear penalty functions for constrained optimization problems, Proceedings of ICOTA 01, Hong Kong.
>X. X. Huang and X. Q. Yang (2001), Necessary and sufficient conditions for a class of nonlinear penalty functions of a constrained multiobjective optimization problem, Proceedings of ICOTA 01, Hong Kong.

著作及章節

> Xue-Xiang Huang, Levitin-Polyak Type Well-Posedness in Constrained Optimization, In: Q. H. Ansari and J.-C. Yao (eds.), Recent Developments in Vector Optimization, Vector Optimization 2012, Vol. 1, pp. 329-365, Springer, Berlin.
>Chen, Guang-ya, Huang, Xuexiang and Yang, Xiaoqi, Vector Optimization, Set-Valued and Variational Analysis, Lecture Notes in Economics and Mathematical Systems, Vol. 541, Springer, Berlin, 2005 (306pp).
>X. X. Huang, X. Q. Yang and K. L. Teo (2005), Augmented Lagrangian and nonlinear semidefinite programming, Variational Analysis and Applications, F. Giannessi and A. Maugeri (eds.) Kluwer Academic Publishers, Nowell, MA. USA.
> X. X. Huang and X. Q. Yang (2005), Duality and exact penalization via a generalized augmented Lagrangian, Optimization and Control with Applications, Liqun Qi, Koklay Teo and Xiaoqi Yang (eds.), Springer, New York, USA.

研究項目（部分）

>Principal Investigator, National Science Foundation of China, Approxiamte Solutions in Constrained Optimization and Related Problems (Jan. 2011-Dec. 2013)
>Principal Investigator, National Science Foundation of China, Well-Posedness in Cosntrained Vector Optimization and Related Problems (Jan. 2007-Dec. 2009).
>Principal Investigator, Shanghai Pujiang Program, Several Theoretical Problems in Multiobjective Optimization (Oct. 2006-Oct. 2008).

會議主持

>Program Chair, the 2nd International Conference on Nonlinear Programming with Applications, Beijing, China, 2008.
>Program Chair, International Conference on Nonlinear Programming with Applications, Shanghai, China, 2006.

榮譽獎項

Who's Who in Science and Engineering (Marquis Who's Who), 7th edition (p565), June 2003.
Hua Wei Scholarship, Chinese Academy of Sciences, 1998.

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