Robust Optimization
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Laurent El Ghaoui | Arkadi Nemirovski | Aharon Ben-Tal | A. Nemirovski | L. Ghaoui | A. Ben-Tal | Jean-Philippe Vial
[1] H. Robbins. A Remark on Stirling’s Formula , 1955 .
[2] A. Charnes,et al. Cost Horizons and Certainty Equivalents: An Approach to Stochastic Programming of Heating Oil , 1958 .
[3] Edsger W. Dijkstra,et al. A note on two problems in connexion with graphs , 1959, Numerische Mathematik.
[4] A. Stuart,et al. Portfolio Selection: Efficient Diversification of Investments , 1959 .
[5] C. Holt,et al. The Transmission of Demand Fluctuations Through a Distribution and Production System, the Tv-Set Industry , 1968 .
[6] J. Rosenhead,et al. Robustness in Sequential Investment Decisions , 1968 .
[7] H. Levy,et al. Efficiency analysis of choices involving risk , 1969 .
[8] Josef Hadar,et al. Rules for Ordering Uncertain Prospects , 1969 .
[9] M. Rothschild,et al. Increasing risk: I. A definition , 1970 .
[10] M. Rothschild,et al. Increasing risk II: Its economic consequences , 1971 .
[11] G. Thompson,et al. An operator theory of parametric programming for the transportation problem‐II , 1972 .
[12] Allen L. Soyster,et al. Technical Note - Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming , 1973, Oper. Res..
[13] R. Jagannathan,et al. Chance-Constrained Programming with Joint Constraints , 1974, Oper. Res..
[14] J. Stiglitz,et al. Increases in risk and in risk aversion , 1974 .
[15] C. Borell. The Brunn-Minkowski inequality in Gauss space , 1975 .
[16] Richard M. Karp,et al. Parametric shortest path algorithms with an application to cyclic staffing , 1981, Discret. Appl. Math..
[17] Hiroaki Ishii,et al. Stochastic spanning tree problem , 1981, Discret. Appl. Math..
[18] A. Soyster,et al. Electric Utility Capacity Expansion Planning with Uncertain Load Forecasts , 1982 .
[19] C. Singh. Convex programming with set-inclusive constraints and its applications to generalized linear and fractional programming , 1982 .
[20] O. Blanchard. The Production and Inventory Behavior of the American Automobile Industry , 1982, Journal of Political Economy.
[21] R. Freund. Postoptimal analysis of a linear program under simultaneous changes in matrix coefficients , 1985 .
[22] D. Sterman,et al. Misperceptions of Feedback in a Dynamic Decision Making Experiment , 1989 .
[23] P. Peres,et al. a linear programming oriented procedure for quadratic stabilization of uncertain systems , 1989 .
[24] J. G. Pierce,et al. Geometric Algorithms and Combinatorial Optimization , 2016 .
[25] Refael Hassin,et al. Maximizing Classes of Two-Parameter Objectives Over Matroids , 1989, Math. Oper. Res..
[26] L. Khachiyan. COMMUNICATIONS OF THE MOSCOW MATHEMATICAL SOCIETY: The problem of calculating the volume of a polyhedron is enumerably hard , 1989 .
[27] Vlatko Čerić,et al. Rational Analysis for a Problematic World: Problem Structuring Methods for Complexity, Uncertainty and Conflict , 1991 .
[28] G. Schechtman,et al. Remarks on Talagrand’s deviation inequality for Rademacher functions , 1990, math/9201208.
[29] 田口 玄一,et al. Taguchi methods, research and development , 1992 .
[30] Ravindra K. Ahuja,et al. Network Flows: Theory, Algorithms, and Applications , 1993 .
[31] Andrew Packard,et al. The complex structured singular value , 1993, Autom..
[32] Scott A. Malcolm,et al. Robust Optimization for Power Systems Capacity Expansion under Uncertainty , 1994 .
[33] Robert J. Vanderbei,et al. Robust Optimization of Large-Scale Systems , 1995, Oper. Res..
[34] Martin P. Bendsøe,et al. Optimization of Structural Topology, Shape, And Material , 1995 .
[35] Harvey J. Greenberg,et al. Mathematical Programming Models for Environmental Quality Control , 1995, Oper. Res..
[36] David Eppstein,et al. Using Sparsification for Parametric Minimum Spanning Tree Problems , 1996, Nord. J. Comput..
[37] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[38] L El Ghaoui,et al. ROBUST SOLUTIONS TO LEAST-SQUARE PROBLEMS TO UNCERTAIN DATA MATRICES , 1997 .
[39] J. Forrester. Industrial Dynamics , 1997 .
[40] Richard A. Brown,et al. Introduction to random signals and applied kalman filtering (3rd ed , 2012 .
[41] Laurent El Ghaoui,et al. Robust Solutions to Least-Squares Problems with Uncertain Data , 1997, SIAM J. Matrix Anal. Appl..
[42] Stephen P. Boyd,et al. Antenna array pattern synthesis via convex optimization , 1997, IEEE Trans. Signal Process..
[43] David Eppstein. Geometric Lower Bounds for Parametric Matroid Optimization , 1998, Discret. Comput. Geom..
[44] Boris Polyak. Convexity of Quadratic Transformations and Its Use in Control and Optimization , 1998 .
[45] Y. Nesterov. Semidefinite relaxation and nonconvex quadratic optimization , 1998 .
[46] A Gerodimos,et al. Robust Discrete Optimization and its Applications , 1996, J. Oper. Res. Soc..
[47] A. Prékopa,et al. Programming Under Probabilistic Constraint with Discrete Random Variable , 1998 .
[48] Laurent El Ghaoui,et al. Robust Solutions to Uncertain Semidefinite Programs , 1998, SIAM J. Optim..
[49] Arkadi Nemirovski,et al. Robust Convex Optimization , 1998, Math. Oper. Res..
[50] E. Yaz. Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.
[51] Arkadi Nemirovski,et al. On the quality of SDP approximations of uncertain SDP programs , 1998 .
[52] W. Ziemba,et al. Worldwide asset and liability modeling , 1998 .
[53] Tamás Terlaky,et al. On maximization of quadratic form over intersection of ellipsoids with common center , 1999, Math. Program..
[54] Arkadi Nemirovski,et al. Robust solutions of uncertain linear programs , 1999, Oper. Res. Lett..
[55] A Ben Tal,et al. ROBUST SOLUTIONS TO UNCERTAIN PROGRAMS , 1999 .
[56] Yurii Nesterov,et al. Squared Functional Systems and Optimization Problems , 2000 .
[57] Arkadi Nemirovski,et al. Robust solutions of Linear Programming problems contaminated with uncertain data , 2000, Math. Program..
[58] Arkadi Nemirovski,et al. Free Material Design via Semidefinite Programming: The Multiload Case with Contact Conditions , 1999, SIAM Rev..
[59] Arkadi Nemirovski,et al. Robust Modeling of Multi-Stage Portfolio Problems , 2000 .
[60] Darinka Dentcheva,et al. Concavity and efficient points of discrete distributions in probabilistic programming , 2000, Math. Program..
[61] Arkadi Nemirovski,et al. Lectures on modern convex optimization - analysis, algorithms, and engineering applications , 2001, MPS-SIAM series on optimization.
[62] A. Buchholz. Operator Khintchine inequality in non-commutative probability , 2001 .
[63] Igor Averbakh,et al. On the complexity of a class of combinatorial optimization problems with uncertainty , 2001, Math. Program..
[64] Jan Dhaene,et al. The Concept of Comonotonicity in Actuarial Science and Finance: Theory , 2002, Insurance: Mathematics and Economics.
[65] Johan Håstad,et al. Some optimal inapproximability results , 2001, JACM.
[66] James Renegar,et al. A mathematical view of interior-point methods in convex optimization , 2001, MPS-SIAM series on optimization.
[67] Robert A. Shumsky,et al. Introduction to the Theory and Practice of Yield Management , 2002 .
[68] Michael I. Jordan,et al. A Robust Minimax Approach to Classification , 2003, J. Mach. Learn. Res..
[69] Robust Regularization , 2002 .
[70] Arkadi Nemirovski,et al. On Tractable Approximations of Uncertain Linear Matrix Inequalities Affected by Interval Uncertainty , 2002, SIAM J. Optim..
[71] Kees Roos,et al. Robust Solutions of Uncertain Quadratic and Conic-Quadratic Problems , 2002, SIAM J. Optim..
[72] Arkadi Nemirovski,et al. Robust optimization – methodology and applications , 2002, Math. Program..
[73] Kees Roos,et al. Extended Matrix Cube Theorems with Applications to µ-Theory in Control , 2003, Math. Oper. Res..
[74] A. Nemirovski. On tractable approximations of randomly perturbed convex constraints , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).
[75] Paul Van Dooren,et al. Optimization Problems over Positive Pseudopolynomial Matrices , 2003, SIAM J. Matrix Anal. Appl..
[76] L. Ghaoui,et al. Robust Classification with Interval Data , 2003 .
[77] Timothy W. Simpson,et al. Multidisciplinary Robust Design Optimization of an Internal Combustion Engine , 2003 .
[78] Boaz Golany,et al. Supplier-Retailer Flexible Commitments Contracts : A Robust Optimization Approach , 2003 .
[79] Melvyn Sim,et al. Robust discrete optimization and network flows , 2003, Math. Program..
[80] Michael I. Jordan,et al. Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data , 2004, J. Comput. Biol..
[81] A. Ben-Tal,et al. Adjustable robust solutions of uncertain linear programs , 2004, Math. Program..
[82] George B. Dantzig,et al. Linear Programming Under Uncertainty , 2004, Manag. Sci..
[83] Yury V. Nikulin,et al. Robustness in combinatorial optimization and scheduling theory: An extended annotated bibliography , 2004 .
[84] Melvyn Sim,et al. The Price of Robustness , 2004, Oper. Res..
[85] Vineet Padmanabhan,et al. Comments on "Information Distortion in a Supply Chain: The Bullwhip Effect" , 1997, Manag. Sci..
[86] Arkadi Nemirovski,et al. Robust dissipativity of interval uncertain systems , 2004 .
[87] B. Ripley,et al. Robust Statistics , 2018, Wiley Series in Probability and Statistics.
[88] Benjamin Van Roy,et al. On Constraint Sampling in the Linear Programming Approach to Approximate Dynamic Programming , 2004, Math. Oper. Res..
[89] Marco C. Campi,et al. Decision Making in an Uncertain Environment: the Scenario based Optimization Approach , 2004 .
[90] Melvyn Sim,et al. Robust linear optimization under general norms , 2004, Oper. Res. Lett..
[91] Vineet Padmanabhan,et al. Comments on "Information Distortion in a Supply Chain: The Bullwhip Effect" , 2004, Manag. Sci..
[92] Ioana Popescu,et al. Optimal Inequalities in Probability Theory: A Convex Optimization Approach , 2005, SIAM J. Optim..
[93] Teck-Hua Ho,et al. An Empirical Analysis of Forecast Sharing in the Semiconductor Equipment Supply Chain , 2005 .
[94] Yonina C. Eldar,et al. Robust mean-squared error estimation in the presence of model uncertainties , 2005, IEEE Transactions on Signal Processing.
[95] Xiang Li,et al. Probabilistically Constrained Linear Programs and Risk-Adjusted Controller Design , 2005, SIAM J. Optim..
[96] Erwin Stinstra,et al. Robust Optimization Using Computer Experiments , 2005, Eur. J. Oper. Res..
[97] H. Correa,et al. Bullwhip effect reduction in supply chain management: one size fits all? , 2005 .
[98] T. S. Arthanari,et al. A Game Theory Application in Robust Design , 2005 .
[99] Laurent El Ghaoui,et al. Robust Control of Markov Decision Processes with Uncertain Transition Matrices , 2005, Oper. Res..
[100] Giuseppe Carlo Calafiore,et al. Uncertain convex programs: randomized solutions and confidence levels , 2005, Math. Program..
[101] Salah E. Elmaghraby,et al. On the fallacy of averages in project risk management , 2005, Eur. J. Oper. Res..
[102] Harvey J. Greenberg,et al. Robust optimization of contaminant sensor placement for community water systems , 2006, Math. Program..
[103] A. Nemirovski,et al. Scenario Approximations of Chance Constraints , 2006 .
[104] Stephen P. Boyd,et al. Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.
[105] Eric C. Kerrigan,et al. Optimization over state feedback policies for robust control with constraints , 2006, Autom..
[106] Laurent El Ghaoui,et al. Foreword: special issue on robust optimization , 2006, Math. Program..
[107] Melvyn Sim,et al. Tractable Approximations to Robust Conic Optimization Problems , 2006, Math. Program..
[108] Alexander Shapiro,et al. Convex Approximations of Chance Constrained Programs , 2006, SIAM J. Optim..
[109] Theodore B. Trafalis,et al. Robust classification and regression using support vector machines , 2006, Eur. J. Oper. Res..
[110] Alexander J. Smola,et al. Second Order Cone Programming Approaches for Handling Missing and Uncertain Data , 2006, J. Mach. Learn. Res..
[111] Stephen P. Boyd,et al. Extending Scope of Robust Optimization: Comprehensive Robust Counterparts of Uncertain Problems , 2006, Math. Program..
[112] Garud Iyengar,et al. Ambiguous chance constrained problems and robust optimization , 2006, Math. Program..
[113] J. Tropp. The random paving property for uniformly bounded matrices , 2006, math/0612070.
[114] Alper Atamtürk. Strong Formulations of Robust Mixed 0–1 Programming , 2006, Math. Program..
[115] Z. Drezner,et al. Quantifying the Bullwhip E ect in a Simple Supply Chain : The Impact of Forecasting , Lead Times and Information , 2007 .
[116] Yuval Rabani,et al. Linear Programming , 2007, Handbook of Approximation Algorithms and Metaheuristics.
[117] Balaji Venkatachalam,et al. Sensitivity Analysis in Combinatorial Optimization , 2007, Handbook of Approximation Algorithms and Metaheuristics.
[118] Peng Sun,et al. A Robust Optimization Perspective on Stochastic Programming , 2007, Oper. Res..
[119] Tamás Terlaky,et al. A Survey of the S-Lemma , 2007, SIAM Rev..
[120] Taylor Randall,et al. In Search of the Bullwhip Effect , 2007, Manuf. Serv. Oper. Manag..
[121] Arkadi Nemirovski,et al. Sums of random symmetric matrices and quadratic optimization under orthogonality constraints , 2007, Math. Program..
[122] R. Hildebrand. An LMI description for the cone of Lorentz-positive maps , 2007 .
[123] Jim Hefferon,et al. Linear Algebra , 2012 .
[124] Giuseppe Carlo Calafiore,et al. Parameter estimation with expected and residual-at-risk criteria , 2008, 2008 47th IEEE Conference on Decision and Control.
[125] A. Nemirovski,et al. Robust Semidefinite Programming ∗ , 2008 .
[126] Alexander Shapiro,et al. Stochastic programming approach to optimization under uncertainty , 2007, Math. Program..
[127] Shie Mannor,et al. Robustness, Risk, and Regularization in Support Vector Machines , 2008, ArXiv.
[128] Arkadi Nemirovski,et al. Selected topics in robust convex optimization , 2007, Math. Program..
[129] Boaz Golany,et al. Robust multi-echelon multi-period inventory control , 2009, Eur. J. Oper. Res..
[130] Roland Hildebrand. An LMI description for the cone of Lorentz-positive maps II , 2011 .