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Vaithilingam Jeyakumar
Person information
- affiliation: University of New South Wales, Sydney, NSW, Australia
- affiliation (PhD 1986): University of Melbourne, VIC, Australia
Other persons with the same name
- V. Jeyakumar 0002 — University of Houston, Department of Industrial Engineering, TX, USA
- V. Jeyakumar 0003 — Indian Institute of Technology Kanpur, Center for Robotics, India
- V. Jeyakumar 0004 — Anna University, St. Joseph's College of Engineering, Chennai, India
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Journal Articles
- 2024
- [j87]Queenie Yingkun Huang, V. Jeyakumar, Guoyin Li:
Piecewise SOS-convex moment optimization and applications via exact semi-definite programs. EURO J. Comput. Optim. 12: 100094 (2024) - [j86]Vaithilingam Jeyakumar
, Gue Myung Lee, Jae-Hyoung Lee, Yingkun Huang:
Sum-of-Squares Relaxations in Robust DC Optimization and Feature Selection. J. Optim. Theory Appl. 200(1): 308-343 (2024) - [j85]Queenie Yingkun Huang, Vaithilingam Jeyakumar:
A distributional Farkas' lemma and moment optimization problems with no-gap dual semi-definite programs. Optim. Lett. 18(5): 1095-1110 (2024) - 2022
- [j84]Miguel A. Goberna, Vaithilingam Jeyakumar, Guoyin Li, José Vicente-Pérez
:
The radius of robust feasibility of uncertain mathematical programs: A Survey and recent developments. Eur. J. Oper. Res. 296(3): 749-763 (2022) - [j83]Daniel Woolnough, Niroshan Jeyakumar, Guoyin Li
, Clement T. Loy, Vaithilingam Jeyakumar:
Robust Optimization and Data Classification for Characterization of Huntington Disease Onset via Duality Methods. J. Optim. Theory Appl. 193(1): 649-675 (2022) - 2021
- [j82]V. Jeyakumar, Guoyin Li, Daniel Woolnough:
Quadratically adjustable robust linear optimization with inexact data via generalized S-lemma: Exact second-order cone program reformulations. EURO J. Comput. Optim. 9: 100019 (2021) - [j81]Thai Doan Chuong
, V. Jeyakumar, Guoyin Li, Daniel Woolnough:
Exact SDP reformulations of adjustable robust linear programs with box uncertainties under separable quadratic decision rules via SOS representations of non-negativity. J. Glob. Optim. 81(4): 1095-1117 (2021) - [j80]Miguel A. Goberna
, Vaithilingam Jeyakumar, Guoyin Li:
Calculating Radius of Robust Feasibility of Uncertain Linear Conic Programs via Semi-definite Programs. J. Optim. Theory Appl. 189(2): 597-622 (2021) - [j79]Daniel Woolnough, Vaithilingam Jeyakumar, Guoyin Li:
Exact conic programming reformulations of two-stage adjustable robust linear programs with new quadratic decision rules. Optim. Lett. 15(1): 25-44 (2021) - 2020
- [j78]N. H. Chieu, V. Jeyakumar, Guoyin Li
:
Convexifiability of continuous and discrete nonnegative quadratic programs for gap-free duality. Eur. J. Oper. Res. 280(2): 441-452 (2020) - [j77]Thai Doan Chuong
, Vaithilingam Jeyakumar:
Generalized Farkas Lemma with Adjustable Variables and Two-Stage Robust Linear Programs. J. Optim. Theory Appl. 187(2): 488-519 (2020) - 2019
- [j76]Vaithilingam Jeyakumar, Hossein Mohebi:
Characterizing best approximation from a convex set without convex representation. J. Approx. Theory 239: 113-127 (2019) - [j75]Thai Doan Chuong
, V. Jeyakumar, Guoyin Li
:
A new bounded degree hierarchy with SOCP relaxations for global polynomial optimization and conic convex semi-algebraic programs. J. Glob. Optim. 75(4): 885-919 (2019) - [j74]N. H. Chieu, Thai Doan Chuong
, V. Jeyakumar, Guoyin Li
:
A copositive Farkas lemma and minimally exact conic relaxations for robust quadratic optimization with binary and quadratic constraints. Oper. Res. Lett. 47(6): 530-536 (2019) - 2018
- [j73]N. H. Chieu, Vaithilingam Jeyakumar
, Guoyin Li
, Hossein Mohebi:
Constraint qualifications for convex optimization without convexity of constraints : New connections and applications to best approximation. Eur. J. Oper. Res. 265(1): 19-25 (2018) - [j72]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Guoyin Li
, José Vicente-Pérez
:
Guaranteeing highly robust weakly efficient solutions for uncertain multi-objective convex programs. Eur. J. Oper. Res. 270(1): 40-50 (2018) - [j71]Immanuel M. Bomze
, Vaithilingam Jeyakumar
, Guoyin Li
:
Extended trust-region problems with one or two balls: exact copositive and Lagrangian relaxations. J. Glob. Optim. 71(3): 551-569 (2018) - [j70]Thai Doan Chuong
, Vaithilingam Jeyakumar
:
Generalized Lagrangian duality for nonconvex polynomial programs with polynomial multipliers. J. Glob. Optim. 72(4): 655-678 (2018) - [j69]Vaithilingam Jeyakumar
, Guoyin Li
:
Exact Second-Order Cone Programming Relaxations for Some Nonconvex Minimax Quadratic Optimization Problems. SIAM J. Optim. 28(1): 760-787 (2018) - 2017
- [j68]Thai Doan Chuong
, Vaithilingam Jeyakumar
:
Convergent hierarchy of SDP relaxations for a class of semi-infinite convex polynomial programs and applications. Appl. Math. Comput. 315: 381-399 (2017) - [j67]Vaithilingam Jeyakumar
, Guoyin Li
:
Exact Conic Programming Relaxations for a Class of Convex Polynomial Cone Programs. J. Optim. Theory Appl. 172(1): 156-178 (2017) - [j66]Thai Doan Chuong
, Vaithilingam Jeyakumar
:
An Exact Formula for Radius of Robust Feasibility of Uncertain Linear Programs. J. Optim. Theory Appl. 173(1): 203-226 (2017) - [j65]Thai Doan Chuong
, Vaithilingam Jeyakumar
:
Finding Robust Global Optimal Values of Bilevel Polynomial Programs with Uncertain Linear Constraints. J. Optim. Theory Appl. 173(2): 683-703 (2017) - [j64]Thai Doan Chuong
, Vaithilingam Jeyakumar
:
Convergent conic linear programming relaxations for cone convex polynomial programs. Oper. Res. Lett. 45(3): 220-226 (2017) - [j63]N. H. Chieu, Vaithilingam Jeyakumar
, Guoyin Li
:
A convergent hierarchy of SDP relaxations for a class of hard robust global polynomial optimization problems. Oper. Res. Lett. 45(4): 325-333 (2017) - 2016
- [j62]Vaithilingam Jeyakumar
, Gue Myung Lee, N. T. H. Linh:
Generalized Farkas' lemma and gap-free duality for minimax DC optimization with polynomials and robust quadratic optimization. J. Glob. Optim. 64(4): 679-702 (2016) - [j61]Vaithilingam Jeyakumar
, S. Kim, Gue Myung Lee, Guoyin Li
:
Semidefinite programming relaxation methods for global optimization problems with sparse polynomials and unbounded semialgebraic feasible sets. J. Glob. Optim. 65(2): 175-190 (2016) - [j60]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Guoyin Li
, Linh Nguyen
:
Radius of robust feasibility formulas for classes of convex programs with uncertain polynomial constraints. Oper. Res. Lett. 44(1): 67-73 (2016) - [j59]Vaithilingam Jeyakumar, Jean B. Lasserre
, Guoyin Li
, T. S. Pham:
Convergent Semidefinite Programming Relaxations for Global Bilevel Polynomial Optimization Problems. SIAM J. Optim. 26(1): 753-780 (2016) - 2015
- [j58]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Guoyin Li
, José Vicente-Pérez
:
Robust solutions to multi-objective linear programs with uncertain data. Eur. J. Oper. Res. 242(3): 730-743 (2015) - [j57]Vaithilingam Jeyakumar
, Gue Myung Lee, Guoyin Li
:
Characterizing Robust Solution Sets of Convex Programs under Data Uncertainty. J. Optim. Theory Appl. 164(2): 407-435 (2015) - [j56]Vaithilingam Jeyakumar
, Guoyin Li
, José Vicente-Pérez
:
Robust SOS-convex polynomial optimization problems: exact SDP relaxations. Optim. Lett. 9(1): 1-18 (2015) - [j55]Vaithilingam Jeyakumar
, Guoyin Li
:
A bilevel Farkas lemma to characterizing global solutions of a class of bilevel polynomial programs. Oper. Res. Lett. 43(4): 405-410 (2015) - 2014
- [j54]Vaithilingam Jeyakumar
, Guoyin Li
, S. Srisatkunarajah:
Global optimality principles for polynomial optimization over box or bivalent constraints by separable polynomial approximations. J. Glob. Optim. 58(1): 31-50 (2014) - [j53]Vaithilingam Jeyakumar
, José Vicente-Pérez
:
Dual Semidefinite Programs Without Duality Gaps for a Class of Convex Minimax Programs. J. Optim. Theory Appl. 162(3): 735-753 (2014) - [j52]Vaithilingam Jeyakumar
, Jean B. Lasserre
, Guoyin Li
:
On Polynomial Optimization Over Non-compact Semi-algebraic Sets. J. Optim. Theory Appl. 163(3): 707-718 (2014) - [j51]Vaithilingam Jeyakumar
, Guoyin Li
:
Trust-region problems with linear inequality constraints: exact SDP relaxation, global optimality and robust optimization. Math. Program. 147(1-2): 171-206 (2014) - [j50]Vaithilingam Jeyakumar
, T. S. Pham, Guoyin Li
:
Convergence of the Lasserre hierarchy of SDP relaxations for convex polynomial programs without compactness. Oper. Res. Lett. 42(1): 34-40 (2014) - [j49]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Guoyin Li
, José Vicente-Pérez
:
Robust Solutions of MultiObjective Linear Semi-Infinite Programs under Constraint Data Uncertainty. SIAM J. Optim. 24(3): 1402-1419 (2014) - 2013
- [j48]Vaithilingam Jeyakumar
, Guoyin Li
, S. Srisatkunarajah:
Strong duality for robust minimax fractional programming problems. Eur. J. Oper. Res. 228(2): 331-336 (2013) - [j47]Vaithilingam Jeyakumar
, Guoyin Li
:
Robust solutions of quadratic optimization over single quadratic constraint under interval uncertainty. J. Glob. Optim. 55(2): 209-226 (2013) - [j46]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Guoyin Li
, Marco A. López
:
Robust linear semi-infinite programming duality under uncertainty. Math. Program. 139(1-2): 185-203 (2013) - 2012
- [j45]Vaithilingam Jeyakumar
, Guoyin Li
:
Exact SDP relaxations for classes of nonlinear semidefinite programming problems. Oper. Res. Lett. 40(6): 529-536 (2012) - 2011
- [j44]Vaithilingam Jeyakumar
, Guoyin Li:
Regularized Lagrangian duality for linearly constrained quadratic optimization and trust-region problems. J. Glob. Optim. 49(1): 1-14 (2011) - [j43]Vaithilingam Jeyakumar
, Guoyin Li
:
Robust Duality for Fractional Programming Problems with Constraint-Wise Data Uncertainty. J. Optim. Theory Appl. 151(2): 292-303 (2011) - [j42]Vaithilingam Jeyakumar, Guoyin Li
:
Necessary global optimality conditions for nonlinear programming problems with polynomial constraints. Math. Program. 126(2): 393-399 (2011) - [j41]Vaithilingam Jeyakumar
, Guoyin Li
, Gue Myung Lee:
A robust von Neumann minimax theorem for zero-sum games under bounded payoff uncertainty. Oper. Res. Lett. 39(2): 109-114 (2011) - 2010
- [j40]Michelle Dunbar, John M. Murray
, Lucette A. Cysique
, Bruce J. Brew
, Vaithilingam Jeyakumar
:
Simultaneous classification and feature selection via convex quadratic programming with application to HIV-associated neurocognitive disorder assessment. Eur. J. Oper. Res. 206(2): 470-478 (2010) - [j39]Vaithilingam Jeyakumar
, Guoyin Li
:
New strong duality results for convex programs with separable constraints. Eur. J. Oper. Res. 207(3): 1203-1209 (2010) - [j38]Vaithilingam Jeyakumar
, Guoyin Li
:
Characterizing robust set containments and solutions of uncertain linear programs without qualifications. Oper. Res. Lett. 38(3): 188-194 (2010) - [j37]Vaithilingam Jeyakumar
, Guoyin Li
:
Strong Duality in Robust Convex Programming: Complete Characterizations. SIAM J. Optim. 20(6): 3384-3407 (2010) - 2009
- [j36]Vaithilingam Jeyakumar, S. Srisatkunarajah:
A note on sufficient global optimality conditions for fixed charge quadratic programs. Appl. Math. Lett. 22(7): 1016-1020 (2009) - [j35]Vaithilingam Jeyakumar
, S. Srisatkunarajah:
Geometric conditions for Kuhn-Tucker sufficiency of global optimality in mathematical programming. Eur. J. Oper. Res. 194(2): 363-367 (2009) - [j34]Vaithilingam Jeyakumar
, S. Srisatkunarajah:
Lagrange multiplier necessary conditions for global optimality for non-convex minimization over a quadratic constraint via S-lemma. Optim. Lett. 3(1): 23-33 (2009) - [j33]Vaithilingam Jeyakumar, Guoyin Li
:
Farkas' lemma for separable sublinear inequalities without qualifications. Optim. Lett. 3(4): 537-545 (2009) - [j32]Vaithilingam Jeyakumar
, Gue Myung Lee, Guoyin Li
:
Alternative Theorems for Quadratic Inequality Systems and Global Quadratic Optimization. SIAM J. Optim. 20(2): 983-1001 (2009) - 2008
- [j31]Vaithilingam Jeyakumar
, Gue Myung Lee:
Complete characterizations of stable Farkas' lemma and cone-convex programming duality. Math. Program. 114(2): 335-347 (2008) - [j30]V. Jeyakumar
:
A note on strong duality in convex semidefinite optimization: necessary and sufficient conditions. Optim. Lett. 2(1): 15-25 (2008) - [j29]Vaithilingam Jeyakumar
, N. Q. Huy:
Global minimization of difference of quadratic and convex functions over box or binary constraints. Optim. Lett. 2(2): 223-238 (2008) - [j28]Vaithilingam Jeyakumar
, Sivakolundu Srisatkunarajah, Nguyen Quang Huy:
Unified global optimality conditions for smooth minimization problems with mixed variables. RAIRO Oper. Res. 42(3): 361-370 (2008) - 2007
- [j27]Vaithilingam Jeyakumar
, Zhi-You Wu:
Conditions for Global Optimality of Quadratic Minimization Problems with LMI Constraints. Asia Pac. J. Oper. Res. 24(2): 149-160 (2007) - [j26]Vaithilingam Jeyakumar
, Alex M. Rubinov, Zhi-You Wu:
Non-convex quadratic minimization problems with quadratic constraints: global optimality conditions. Math. Program. 110(3): 521-541 (2007) - 2006
- [j25]Vaithilingam Jeyakumar
, Gue Myung Lee, N. Dinh:
Characterizations of solution sets of convex vector minimization problems. Eur. J. Oper. Res. 174(3): 1380-1395 (2006) - [j24]Miguel A. Goberna
, Vaithilingam Jeyakumar
, Nguyen Dinh:
Dual Characterizations of Set Containments with Strict Convex Inequalities. J. Glob. Optim. 34(1): 33-54 (2006) - [j23]Vaithilingam Jeyakumar
, Zhi-You Wu, Gue Myung Lee, N. Dinh:
Liberating the Subgradient Optimality Conditions from Constraint Qualifications. J. Glob. Optim. 36(1): 127-137 (2006) - [j22]Vaithilingam Jeyakumar
, Alex M. Rubinov, Zhi-You Wu:
Sufficient Global Optimality Conditions for Non-convex Quadratic Minimization Problems With Box Constraints. J. Glob. Optim. 36(3): 471-481 (2006) - [j21]V. Jeyakumar
:
The strong conical hull intersection property for convex programming. Math. Program. 106(1): 81-92 (2006) - [j20]Vaithilingam Jeyakumar
, John T. Ormerod, Robert S. Womersley:
Knowledge-based semidefinite linear programming classifiers. Optim. Methods Softw. 21(5): 693-706 (2006) - 2005
- [j19]Vaithilingam Jeyakumar
, Hossein Mohebi:
Limiting epsilon-subgradient characterizations of constrained best approximation. J. Approx. Theory 135(2): 145-159 (2005) - [j18]Regina Sandra Burachik
, Vaithilingam Jeyakumar
:
A new geometric condition for Fenchel's duality in infinite dimensional spaces. Math. Program. 104(2-3): 229-233 (2005) - 2004
- [j17]Vaithilingam Jeyakumar
, Nguyen Dong Yen:
Solution Stability of Nonsmooth Continuous Systems with Applications to Cone-Constrained Optimization. SIAM J. Optim. 14(4): 1106-1127 (2004) - 2003
- [j16]V. Jeyakumar
:
Characterizing Set Containments Involving Infinite Convex Constraints and Reverse-Convex Constraints. SIAM J. Optim. 13(4): 947-959 (2003) - [j15]Vaithilingam Jeyakumar
, Gue Myung Lee, N. Dinh:
New Sequential Lagrange Multiplier Conditions Characterizing Optimality without Constraint Qualification for Convex Programs. SIAM J. Optim. 14(2): 534-547 (2003) - 2002
- [j14]Vaithilingam Jeyakumar
, Dinh The Luc, Phan Nhat Tinh:
Convex composite non-Lipschitz programming. Math. Program. 92(1): 177-195 (2002) - [j13]Vaithilingam Jeyakumar
, Dinh The Luc:
Sharp Variational Conditions for Convex Composite Nonsmooth Functions. SIAM J. Optim. 13(3): 904-920 (2002) - 2000
- [j12]X. Wang, Vaithilingam Jeyakumar
:
A Sharp Lagrange Multiplier Rule for Nonsmooth Mathematical Programming Problems Involving Equality Constraints. SIAM J. Optim. 10(4): 1136-1148 (2000) - 1999
- [j11]Bevil Milton Glover, Vaithilingam Jeyakumar, Alexander M. Rubinov:
Dual conditions characterizing optimality for convex multi-objective programs. Math. Program. 84(1): 201-217 (1999) - 1997
- [j10]Vladimir F. Demyanov
, Vaithilingam Jeyakumar
:
Hunting for a Smaller Convex Subdifferential. J. Glob. Optim. 10(3): 305-326 (1997) - 1996
- [j9]Vaithilingam Jeyakumar, Bevil Milton Glover:
Characterizing global optimality for DC optimization problems under convex inequality constraints. J. Glob. Optim. 8(2): 171-187 (1996) - [j8]Bevil Milton Glover, Y. Ishizuka, Vaithilingam Jeyakumar
, H. D. Tuan:
Complete Characterizations of Global Optimality for Problems Involving the Pointwise Minimum of Sublinear Functions. SIAM J. Optim. 6(2): 362-372 (1996) - 1995
- [j7]Vaithilingam Jeyakumar, Bevil Milton Glover:
Nonlinear Extensions of Farkas' Lemma with Applications to Global Optimization and Least Squares. Math. Oper. Res. 20(4): 818-837 (1995) - 1994
- [j6]Bevil Milton Glover, Vaithilingam Jeyakumar
, Werner Oettli:
A Farkas lemma for difference sublinear systems and quasidifferentiable programming. Math. Program. 63: 109-125 (1994) - 1993
- [j5]Joachim Gwinner, Vaithilingam Jeyakumar
:
A solvability theorem and minimax fractional programming. ZOR Methods Model. Oper. Res. 37(1): 1-12 (1993) - [j4]Vaithilingam Jeyakumar
, Xiaoqi Yang
:
Convex composite multi-objective nonsmooth programming. Math. Program. 59: 325-343 (1993) - 1992
- [j3]Vaithilingam Jeyakumar
, Henry Wolkowicz:
Generalizations of Slater's constraint qualification for infinite convex programs. Math. Program. 57: 85-101 (1992) - 1991
- [j2]Vaithilingam Jeyakumar
:
Composite Nonsmooth Programming with Gâteaux Differentiability. SIAM J. Optim. 1(1): 30-41 (1991) - 1984
- [j1]Vaithilingam Jeyakumar
:
Nonlinear alternative theorems and nondifferentiable programming. Z. Oper. Research 28(5): 175-187 (1984)
Reference Works
- 2009
- [r2]V. Jeyakumar:
Composite Nonsmooth Optimization. Encyclopedia of Optimization 2009: 454-457 - [r1]V. Jeyakumar:
Farkas Lemma: Generalizations. Encyclopedia of Optimization 2009: 998-1001
Coauthor Index
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