Dr Chuong Thai Doan
Lecturer in Mathematics / Statistics
Chuong, TD., Yu, X., Liu, C., Eberhard, A. and Li, C. (2024) 'Solving Two-stage Quadratic Multiobjective Problems via Optimality and Relaxations'. Journal of Optimization Theory and Applications, 0 (ahead of print). pp. 1 - 38. ISSN: 0022-3239 Open Access Link
Chuong, TD., Yu, X., Eberhard, A., Li, C. and Liu, C. (2024) 'Hierarchy relaxations for robust equilibrium constrained polynomial problems and applications to electric vehicle charging scheduling'. Journal of Global Optimization, 0 (ahead of print). pp. 1 - 31. ISSN: 0925-5001 Open Access Link
Hung, NC., Chuong, TD. and Anh, NLH. (2024) 'Optimality and Duality for Robust Optimization Problems Involving Intersection of Closed Sets'. Journal of Optimization Theory and Applications, 202 (2). pp. 771 - 794. ISSN: 0022-3239 Open Access Link
Tinh, CT. and Chuong, TD. (2024) 'Robust second order cone conditions and duality for multiobjective problems under uncertainty data'. Journal of Global Optimization, 88 (4). pp. 901 - 926. ISSN: 0925-5001 Open Access Link
Thinh, VD., Chuong, TD. and Anh, NLH. (2023) 'Formulas of first-ordered and second-ordered generalization differentials for convex robust systems with applications'. Applied Mathematics and Computation, 455. pp. 1 - 21. ISSN: 0096-3003
Chuong, TD., Yu, X., Eberhard, A., Li, C. and Liu, C. (2023) 'Convergences for robust bilevel polynomial programmes with applications'. Optimization Methods and Software, 38 (5). pp. 975 - 1008. ISSN: 1055-6788
Chuong, TD. and Vicente-Pérez, J. (2023) 'Conic Relaxations with Stable Exactness Conditions for Parametric Robust Convex Polynomial Problems'. Journal of Optimization Theory and Applications, 197 (2). pp. 387 - 410. ISSN: 0022-3239 Open Access Link
Chuong, TD. (2023) 'On duality gap with polynomial multipliers for polynomial optimization problems'. Optimization, 72 (1). pp. 107 - 134. ISSN: 0233-1934
Chuong, TD. and Jeyakumar, V. (2022) 'Adjustable robust multiobjective linear optimization: Pareto optimal solutions via conic programming'. Annals of Operations Research, 0 (ahead of print). pp. 1 - 22. ISSN: 0254-5330
Cai, L., Yu, X., Li, C., Eberhard, A., Nguyen, LT. and Doan, CT. (2022) 'Impact of Mathematical Norms on Convergence of Gradient Descent Algorithms for Deep Neural Networks Learning'.35th Australasian Joint Conference on Artificial Intelligence (AI 2022). Perth, WA, Australia. 2 - 8 December. Springer International Publishing. pp. 131 - 144. ISSN: 0302-9743 Open Access Link
Thinh, VD., Chuong, TD. and Anh, NLH. (2022) 'Second order analysis for robust inclusion systems and applications'. Journal of Global Optimization, 85 (1). pp. 81 - 110. ISSN: 0925-5001
Tinh, CT. and Chuong, TD. (2022) 'Conic Linear Programming Duals for Classes of Quadratic Semi-Infinite Programs with Applications'. Journal of Optimization Theory and Applications, 194 (2). pp. 570 - 596. ISSN: 0022-3239
Chuong, TD., Mak-Hau, VH., Yearwood, J., Dazeley, R., Nguyen, MT. and Cao, T. (2022) 'Robust Pareto solutions for convex quadratic multiobjective optimization problems under data uncertainty'. Annals of Operations Research, 319 (2). pp. 1533 - 1564. ISSN: 0254-5330
Chuong, TD. (2021) 'Radius of Robust Global Error Bound for Piecewise Linear Inequality Systems'. Journal of Optimization Theory and Applications, 191 (1). pp. 68 - 82. ISSN: 0022-3239
Chuong, TD., Jeyakumar, V., Li, G. and Woolnough, D. (2021) '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 (4). pp. 1095 - 1117. ISSN: 0925-5001
Chuong, TD., Jeyakumar, V., Li, G. and Woolnough, D. (2021) 'Exact dual semi-definite programs for affinely adjustable robust SOS-convex polynomial optimization problems'. Optimization, 71 (12). pp. 3539 - 3569. ISSN: 0233-1934
Thinh, VD., Chuong, TD. and Anh, NLH. (2021) 'Second order variational analysis of disjunctive constraint sets and its applications to optimization problems'. Optimization Letters, 15 (6). pp. 2201 - 2224. ISSN: 1862-4472
Chuong, TD. and Jeyakumar, V. (2020) 'Generalized Farkas Lemma with Adjustable Variables and Two-Stage Robust Linear Programs'. Journal of Optimization Theory and Applications, 187 (2). pp. 488 - 519. ISSN: 0022-3239
Thinh, VD., Chuong, TD. and Anh, NLH. (2020) 'Optimality conditions for circular cone complementarity programs'. Optimization, 71 (3). pp. 529 - 560. ISSN: 0233-1934
Chuong, TD. (2020) 'Approximate solutions in nonsmooth and nonconvex cone constrained vector optimization'. Annals of Operations Research, 311 (2). pp. 997 - 1015. ISSN: 0254-5330
Chuong, TD. (2020) 'Semidefinite Program Duals for Separable Polynomial Programs Involving Box Constraints'. Journal of Optimization Theory and Applications, 185 (1). pp. 289 - 299. ISSN: 0022-3239
Chuong, TD. (2020) 'Optimality conditions for nonsmooth multiobjective bilevel optimization problems'. Annals of Operations Research, 287 (2). pp. 617 - 642. ISSN: 0254-5330
Chuong, TD. (2020) 'Second-order cone programming relaxations for a class of multiobjective convex polynomial problems'. Annals of Operations Research, 311 (2). pp. 1017 - 1033. ISSN: 0254-5330
Chuong, TD. (2020) 'Robust optimality and duality in multiobjective optimization problems under data uncertainty'. SIAM Journal on Optimization, 30 (2). pp. 1501 - 1526. ISSN: 1052-6234
Chuong, TD. (2019) 'Stability of Implicit Multifunctions via Point-Based Criteria and Applications'. Journal of Optimization Theory and Applications, 183 (3). pp. 920 - 943. ISSN: 0022-3239
Chuong, TD., Jeyakumar, V. and Li, G. (2019) 'A new bounded degree hierarchy with SOCP relaxations for global polynomial optimization and conic convex semi-algebraic programs'. Journal of Global Optimization, 75 (4). pp. 885 - 919. ISSN: 0925-5001
Chuong, TD. (2019) 'Optimality and Duality in Nonsmooth Conic Vector Optimization'. Journal of Optimization Theory and Applications, 183 (2). pp. 471 - 489. ISSN: 0022-3239
Chieu, NH., Chuong, TD., Jeyakumar, V. and Li, G. (2019) 'A copositive Farkas lemma and minimally exact conic relaxations for robust quadratic optimization with binary and quadratic constraints'. Operations Research Letters, 47 (6). pp. 530 - 536. ISSN: 0167-6377
Chuong, TD. (2019) 'Optimality and duality in nonsmooth composite vector optimization and applications'. Annals of Operations Research, 296 (1-2). pp. 755 - 777. ISSN: 0254-5330
Thinh, VD. and Chuong, TD. (2019) 'Subdifferentials and derivatives with respect to a set and applications to optimization'. Applicable Analysis, 98 (5). pp. 1005 - 1026. ISSN: 0003-6811
Chuong, TD. (2019) 'Exact relaxations for parametric robust linear optimization problems'. Operations Research Letters, 47 (2). pp. 105 - 109. ISSN: 0167-6377
Chuong, TD. and Jeyakumar, V. (2018) 'Generalized Lagrangian duality for nonconvex polynomial programs with polynomial multipliers'. Journal of Global Optimization, 72 (4). pp. 655 - 678. ISSN: 0925-5001
Thinh, VD. and Chuong, TD. (2018) 'Directionally generalized differentiation for multifunctions and applications to set-valued programming problems'. Annals of Operations Research, 269 (1-2). pp. 727 - 751. ISSN: 0254-5330
Chuong, TD. and Kim, DS. (2018) 'Normal regularity for the feasible set of semi-infinite multiobjective optimization problems with applications'. Annals of Operations Research, 267 (1-2). pp. 81 - 99. ISSN: 0254-5330
Chuong, TD. and Jeyakumar, V. (2018) 'Tight SDP relaxations for a class of robust SOS-convex polynomial programs without the slater condition'. Journal of Convex Analysis, 25 (4). ISSN: 0944-6532
Chuong, TD. (2018) 'Linear matrix inequality conditions and duality for a class of robust multiobjective convex polynomial programs'. SIAM Journal on Optimization, 28 (3). pp. 2466 - 2488. ISSN: 1052-6234
Chuong, TD. and Jeyakumar, V. (2017) 'Convergent hierarchy of SDP relaxations for a class of semi-infinite convex polynomial programs and applications'. Applied Mathematics and Computation, 315. pp. 381 - 399. ISSN: 0096-3003
Chuong, TD. (2017) 'Robust alternative theorem for linear inequalities with applications to robust multiobjective optimization'. Operations Research Letters, 45 (6). pp. 575 - 580. ISSN: 0167-6377
Chuong, TD. and Jeyakumar, V. (2017) 'Convergent conic linear programming relaxations for cone convex polynomial programs'. Operations Research Letters, 45 (3). pp. 220 - 226. ISSN: 0167-6377
Chuong, TD. and Jeyakumar, V. (2017) 'Finding Robust Global Optimal Values of Bilevel Polynomial Programs with Uncertain Linear Constraints'. Journal of Optimization Theory and Applications, 173 (2). pp. 683 - 703. ISSN: 0022-3239
Chuong, TD. and Jeyakumar, V. (2017) 'An Exact Formula for Radius of Robust Feasibility of Uncertain Linear Programs'. Journal of Optimization Theory and Applications, 173 (1). pp. 203 - 226. ISSN: 0022-3239
Chuong, TD. and Kim, DS. (2017) 'Nondifferentiable minimax programming problems with applications'. Annals of Operations Research, 251 (1-2). pp. 73 - 87. ISSN: 0254-5330
Chuong, TD. and Jeyakumar, V. (2017) 'A generalized Farkas lemma with a numerical certificate and linear semi-infinite programs with SDP duals'. Linear Algebra and Its Applications, 515. pp. 38 - 52. ISSN: 0024-3795
Chuong, TD. and Kim, DS. (2016) 'A class of nonsmooth fractional multiobjective optimization problems'. Annals of Operations Research, 244 (2). pp. 367 - 383. ISSN: 0254-5330
Chuong, TD. and Kim, DS. (2016) 'Hölder-Like property and metric regularity of a positive-order for implicit multifunctions'. Mathematics of Operations Research, 41 (2). pp. 596 - 611. ISSN: 0364-765X
Chuong, TD. and Jeyakumar, V. (2016) 'Robust global error bounds for uncertain linear inequality systems with applications'. Linear Algebra and Its Applications, 493. pp. 183 - 205. ISSN: 0024-3795
Chuong, TD. (2016) 'Nondifferentiable fractional semi-infinite multiobjective optimization problems'. Operations Research Letters, 44 (2). pp. 260 - 266. ISSN: 0167-6377
Chuong, TD. (2016) 'Optimality and duality for robust multiobjective optimization problems'. Nonlinear Analysis, Theory, Methods and Applications, 134. pp. 127 - 143. ISSN: 0362-546X
Chuong, TD. and Kim, DS. (2016) 'Approximate solutions of multiobjective optimization problems'. Positivity, 20 (1). pp. 187 - 207. ISSN: 1385-1292
Chuong, TD. and Jeyakumar, V. (2016) 'Characterizing robust local error bounds for linear inequality systems under data uncertainty'. Linear Algebra and Its Applications, 489. pp. 199 - 216. ISSN: 0024-3795