Publications

88. N.L.H. Anh, N.C. Hung, T.D. Chuong, Sequential optimality conditions and solution existence for nonsmooth multiobjective optimization problems, Annals of Operations Research (accepted)

87. W. Ouyang, T.D. Chuong, Z.Y. Peng, B. Zhang, New extremal principle for countable collection of sets in Asplund spaces, Optimization (accepted)

86. Z.Y. Peng, Y. Zeng, T.D. Chuong, S. Yun, X. Yang, Solution stability and well-posedness for classes of parametric set optimization problems, Journal of Optimization Theory and Applications, 208 (2026) 17

85. C.T. Tinh, X. Qin, T.D. Chuong, V.D. Thinh, New calculus rules of relative subdifferentials and applications to constrained optimization problems, Journal of Global Optimization, 93 (2025) 897-922

84. T.D. Chuong, X. Yu, A. Eberhard, C. Li, C. Liu, Optimality and solutions for conic robust multiobjective programs, Journal of Global Optimization, 93 (2025) 747-776

83. T.D. Chuong, C. Liu, X. Yu, Decomposition for large-scale optimization problems: An overview, Artificial Intelligence Science and Engineering, 1 (2025) 157-174

82. N.C. Hung, T.D. Chuong, N.L.H. Anh, Solution existence for a class of nonsmooth robust optimization problems, Journal of Global Optimization, 92 (2025) 111-133

81. T.D. Chuong, J. Vicente-Perez, Conic relaxations for conic minimax convex polynomial programs with extensions and applications, Journal of Global Optimization, 91 (2025) 743-763

80. T.D. Chuong, V. Jeyakumar, Adjustable robust multiobjective linear optimization: Pareto optimal solutions via conic programming, Annals of Operations Research, 346 (2025) 895-916

79. N.C. Hung, T.D. Chuong, N.L.H. Anh, Solution existence and compactness analysis for nonsmooth optimization problems, Journal of Optimization Theory and Applications, 205 (2025) 18

78. T.D. Chuong, C.T. Tinh, Stability properties for parametric linear programs under data ambiguities, SIAM Journal on Optimization, 35 (2025) 92-115

77. T.D. Chuong, X. Yu, C. Liu, A. Eberhard, C. Li, Solving two-stage quadratic multiobjective problems via optimality and relaxations, Journal of Optimization Theory and Applications, 203 (2024) 676-713

76. T.D. Chuong, X. Yu, A. Eberhard, C. Li, C. Liu, Hierarchy relaxations for robust equilibrium constrained polynomial problems and applications to electric vehicle charging scheduling, Journal of Global Optimization, 90 (2024) 781-811

75. N.C. Hung, T.D. Chuong, N.L.H. Anh, Optimality and duality for robust optimization problems involving intersection of closed sets, Journal of Optimization Theory and Applications, 202 (2024) 771-794

74. C.T. Tinh, T.D. Chuong, Robust second order cone conditions and duality for multiobjective problems under uncertainty data, Journal of Global Optimization, 88 (2024) 901-926

73. T.D. Chuong, X. Yu, A. Eberhard, C. Li, C. Liu, Convergences for robust bilevel polynomial programmes with applications, Optimization Methods and Software, 38 (2023) 975-1008

72. V.D. Thinh, T.D. Chuong, N.L.H. Anh, Formulas of first-ordered and second-ordered generalization differentials for convex robust systems with applications, Applied Mathematics and Computation, 455 (2023) 128114

71. T.D. Chuong, J. Vicente-Perez, Conic relaxations with stable exactness conditions for parametric robust convex polynomial problems, Journal of Optimization Theory and Applications, 197 (2023) 387-410

70. T.D. Chuong, On duality gap with polynomial multipliers for polynomial optimization problems, Optimization, 72 (2023) 107-134

69. V.D. Thinh, T.D. Chuong, N.L.H. Anh, Second order analysis for robust inclusion systems and applications, Journal of Global Optimization, 85 (2023) 81-110

68. L. Cai, X. Yu, C. Li, A. Eberhard, N.T. Lien, T.D. Chuong, Impact of mathematical norms on convergence of gradient descent algorithms for deep neural networks learning, In: Aziz, H., Correa, D., French, T. (eds) AI 2022: Advances in Artificial Intelligence. AI 2022. Lecture Notes in Computer Science, vol 13728. Springer, Cham. (2022) 131-144

67. T.D. Chuong, V.H. Mak-Hau, J. Yearwood, R. Dazeley, M.-T. Nguyen, T. Cao, Robust Pareto solutions for convex quadratic multiobjective optimization problems under data uncertainty, Annals of Operations Research, 319 (2022) 1533-1564

66. T.D. Chuong, V. Jeyakumar, G. Li, D. Woolnough, Exact dual semidefinite programs for affinely adjustable robust SOS-convex polynomial optimization problems, Optimization, 71 (2022) 3539-3569

65. C.T. Tinh, T.D. Chuong, Conic linear programming duals for classes of quadratic semi-infinite programs with applications, Journal of Optimization Theory and Applications, 194 (2022) 570-596

64. T.D. Chuong, Approximate solutions in nonsmooth and nonconvex cone constrained vector optimization, Annals of Operations Research, 311 (2022) 997-1015 

63. T.D. Chuong, Second-order cone programming relaxations for a class of multiobjective convex polynomial problems, Annals of Operations Research, 311 (2022) 1017-1033

62. V.D. Thinh, T.D. Chuong, N.L.H. Anh, Optimality conditions for circular cone complementarity programs, Optimization, 71 (2022) 529-560

61. T.D. Chuong, V. Jeyakumar, G. Li, D. Woolnough, Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity, Journal of Global Optimization, 81 (2021) 1095-1117

60. T.D. Chuong, Radius of robust global error bound for piecewise linear inequality systems, Journal of Optimization Theory and Applications, 191 (2021) 68-82

59. V.D. Thinh, T.D. Chuong, N.L.H. Anh, Second order variational analysis of disjunctive constraint sets and its applications to optimization problems, Optimization Letters,  15 (2021) 2201-2224

58. T.D. Chuong, Optimality and duality in nonsmooth composite vector optimization and applications,  Annals of Operations Research, 296 (2021) 755-777

57. T.D. Chuong, V. Jeyakumar, Generalized Farkas Lemma with adjustable variables and two-stage robust linear programs, Journal of Optimization Theory and Applications, 187 (2020) 488-519

56. T.D. Chuong, Robust optimality and duality in multiobjective optimization problems under data uncertainty, SIAM Journal on Optimization, 30 (2020) 1501-1526 

55. T.D. Chuong, Semidefinite program duals for separable polynomial programs involving box constraints, Journal of Optimization Theory and Applications, 185 (2020) 289-299

54. T.D. Chuong, Optimality conditions for nonsmooth multiobjective bilevel optimization problems, Annals of Operations Research, 287 (2020) 617-642 

53. V.D. Thinh, T.D. Chuong, Subdifferentials and derivatives with respect to a set and applications to optimization, Applicable Analysis, 98 (2019) 1005-1026 

52. T.D. Chuong, V. Jeyakumar, G. Li,  A new bounded degree hierarchy with SOCP relaxations for global polynomial optimization and conic convex semi-algebraic programs, Journal of Global Optimization, 75 (2019) 885-919

51. T.D. Chuong, Stability of implicit multifunctions via point-based criteria and applications, Journal of Optimization Theory and Applications, 183 (2019) 920-943 

50. N.H. Chieu, T.D. Chuong, V. Jeyakumar, G. Li, A copositive Farkas lemma and minimally exact conic relaxations for robust quadratic optimization with binary and quadratic constraints, Operations Research Letters, 47 (2019) 530-536

49. T.D. Chuong, Optimality and duality in nonsmooth conic vector optimization, Journal of Optimization Theory and Applications, 183 (2019) 471-489 

48. T.D. Chuong, Exact relaxations for parametric robust linear optimization problems, Operations Research Letters, 47 (2019) 105-109 

47. T.D. Chuong, Linear matrix inequality conditions and duality for a class of robust multiobjective convex polynomial programs, SIAM Journal on Optimization, 28 (2018) 2466-2488 

46. T.D. Chuong, V. Jeyakumar, Generalized Lagrangian duality for nonconvex polynomial programs with polynomial multipliers, Journal of Global Optimization, 72 (2018) 655-678 

45. T.D. Chuong, D.S. Kim, Normal regularity for the feasible set of semi-infinite multiobjective optimization problems with applications, Annals of Operations Research, 267 (2018) 81-99 

44. V.D. Thinh, T.D. Chuong, Directionally generalized differentiation for multifunctions and applications to set-valued programming problems, Annals of Operations Research, 269 (2018) 727-751 

43. T.D. Chuong, V. Jeyakumar, Tight SDP relaxations for a class of robust SOS-convex polynomial programs without the Slater condition,  Journal of Convex Analysis, 25 (2018) 1159-1182 

42. T.D. Chuong, Robust alternative theorem for linear inequalities with applications to robust multiobjective optimization,  Operations Research Letters, 45 (2017) 575-580 

41. T.D. Chuong, V. Jeyakumar, Convergent hierarchy of SDP relaxations for a class of semi-infinite convex polynomial programs and applications,  Applied Mathematics and Computation, 315 (2017) 381-399 

40. T.D. Chuong, V. Jeyakumar, Convergent conic linear programming relaxations for cone convex polynomial programs, Operations Research Letters, 45 (2017) 220-226 

39. T.D. Chuong, V. Jeyakumar, Finding robust global optimal values of bilevel polynomial programs with uncertain linear constraints, Journal of Optimization Theory and Applications, 173 (2017) 683-703 

38. T.D. Chuong, V. Jeyakumar, An exact formula for radius of robust feasibility of uncertain linear programs, Journal of Optimization Theory and Applications, 173 (2017) 203-226 

37. T.D. Chuong, V. Jeyakumar, A generalized Farkas lemma with a numerical certificate and linear semi-infinite programs with SDP duals, Linear Algebra and its Applications, 515 (2017) 38-52 

36. T.D. Chuong, D.S. Kim, Nondifferentiable minimax programming problems with applications, Annals of Operations Research, 251 (2017) 73-87 

35. T.D. Chuong, Nondifferentiable fractional semi-infinite multiobjective optimization problems, Operations Research Letters, 44 (2016) 260-266 

34. T.D. Chuong, D.S. Kim, A class of nonsmooth fractional multiobjective optimization problems, Annals of Operations Research, 244 (2016) 367-383 

33. T.D. Chuong, Optimality and duality for robust multiobjective optimization problems, Nonlinear Analysis, 134 (2016)127-143 

32. T.D. Chuong, V. Jeyakumar, Robust global error bounds for uncertain linear inequality systems with applications, Linear Algebra and its Applications, 493 (2016) 183-205 

31. T.D. Chuong, V. Jeyakumar, Characterizing robust local error bounds for linear inequality systems under data uncertainty, Linear Algebra and its Applications, 489 (2016) 199-216

30. T.D. Chuong, D.S. Kim, Approximate solutions of multiobjective optimization problems, Positivity, 20 (2016) 187-207 

29. T.D. Chuong, D.S. Kim, Holder-like property and metric regularity of a positive-order for implicit multifunctions, Mathematics of Operations Research, 41 (2016) 596-611 

28. T.D. Chuong, Metric regularity of a positive order for generalized equations, Applicable Analysis, 94 (2015) 1270-1287

27. T.D. Chuong, D.S. Kim, Optimality conditions and duality in nonsmooth multiobjective optimization problems, Annals of Operations Research, 217 (2014) 117-136 

26. T.D. Chuong, J.C. Yao, Isolated and proper efficiencies in semi-infinite vector optimization problems, Journal of Optimization Theory and Applications, 162 (2014) 447-462 

25. T.D. Chuong, D.S. Kim, Nonsmooth semi-infinite multiobjective optimization problems, Journal of Optimization Theory and Applications, 160 (2014) 748-762 

24. T.D. Chuong, J.C. Yao, Fréchet subdifferentials of efficient point multifunctions in parametric vector optimization, Journal of Global Optimization, 57 (2013) 1229-1243 

23. T.D. Chuong, Newton-like methods for efficient solutions in vector optimization, Computational Optimization and Applications, 54 (2013) 495-516 

22. T.D. Chuong, Derivatives of the efficient point multifunction in parametric vector optimization problems, Journal of Optimization Theory and Applications, 156 (2013) 247-265 

21. T.D. Chuong, Normal subdifferentials of efficient point multifunctions in parametric vector optimization, Optimization Letters, 7 (2013)  1087-1117 

20. T.D. Chuong, J.C. Yao, Isolated calmness of efficient point multifunctions in parametric vector optimization, Journal of Nonlinear and Convex Analysis, 14 (2013) 719-734 

19. T.D. Chuong, Optimality and duality for proper and isolated efficiencies in multiobjective optimization, Nonlinear Analysis, 76 (2013) 93-104 

18. T.D. Chuong, J.C. Yao, Steepest descent methods for critical points in vector optimization problems, Applicable Analysis, 91 (2012) 1811-1829 

17. T.D. Chuong, L-invex-infine functions and applications, Nonlinear Analysis, 75 (2012) 5044-5052 

16. T.D. Chuong, Lower semicontinuity of the Pareto solution map in quasiconvex semi-infinite vector optimization, Journal of Mathematical Analysis and Applications, 388 (2012) 443-450 

15. T.D. Chuong, A.Y. Kruger, J.C. Yao, Calmness of efficient solution maps in parametric vector optimization, Journal of Global Optimization, 51 (2011) 677-688 

14. T.D. Chuong, B.S. Mordukhovich, J.C. Yao, Hybrid Approximate proximal algorithms for efficient solutions in vector optimization, Journal of Nonlinear and Convex Analysis, 12 (2011) 257-286 

13. T.D. Chuong, Lipschitz-like property of an implicit multifunction and its applications, Nonlinear Analysis, 74 (2011) 6256-6264 

12. T.D. Chuong, Generalized proximal method for efficient solutions in vector optimization, Numerical Functional Analysis and Optimization, 32 (2011) 843-857 

11. N.H. Chieu, T.D. Chuong, J.C. Yao, N.D. Yen, Characterizing convexity of a function by its Frechet and limiting second-order subdifferentials, Set-Valued and Variational Analysis, 19 (2011) 75-96 

10. T.D. Chuong, Clarke coderivatives of efficient point multifunctions in parametric vector optimization, Nonlinear Analysis, 74 (2011) 273-285 

9. T.D. Chuong, J.C. Yao, N.D. Yen, Further results on the lower semicontinuity of efficient point multifunctions, Pacific Journal of Optimization, 6 (2010) 405-422 

8. T.D. Chuong, J.C. Yao, Viscosity-type approximation method for efficient solutions in vector optimization, Taiwanese Journal of Mathematics, 14 (2010) 2329-2342 

7. T.D. Chuong, J.C. Yao, Generalized Clarke epiderivatives of parametric vector optimization problems, Journal of Optimization Theory and Applications, 146 (2010) 77-94 

6. T.D. Chuong, N.Q. Huy, J.C. Yao, Pseudo-Lipschitz property of linear semi-infinite vector optimization problems, European Journal of Operational Research, 200 (2010) 639-644 

5. T.D. Chuong, Tikhonov-type regularization method for efficient solutions in vector optimization, Journal of Computational and Applied Mathematics, 234 (2010) 761-766 

4. T.D. Chuong, J.C. Yao, Coderivatives of efficient point multifunctions in parametric vector optimization, Taiwanese Journal of Mathematics, 13 (2009) 1671-1693 

3. T.D. Chuong, J.C. Yao, Sufficient conditions for pseudo-Lipschitz property in convex semi-infinite vector optimization problems, Nonlinear Analysis, 71 (2009) 6312-6322 

2. T.D. Chuong, N.Q. Huy, J.C. Yao, Stability of semi-infinite vector optimization problems under perturbation, Journal of Global Optimization, 45 (2009) 583-595 

1. T.D. Chuong, N.Q. Huy, J.C. Yao, Subdifferentials of marginal functions in semi-infinite programming, SIAM Journal on Optimization, 20 (2009) 1462-1477