Edit Profile (opens in new tab) Wets, Roger Jean-Baptiste Co-Author Distance Author ID: wets.roger-j-b Published as: Wets, Roger J.-B.; Wets, R. J.-B.; Wets, Roger; Wets, R.; Wets, R. J. B.; Wets, Roger J. B.; Wets, Roger J-B; Wets, Roger J-B.; Wets, R. J-B.; Wets, Roger J.- B.; Wetts, Roger J.-B.; Wets, Roger B. more...less Homepage: https://www.math.ucdavis.edu/~rjbw/mypage/Home.html External Links: MGP · Wikidata · GND · IdRef · theses.fr Documents Indexed: 177 Publications since 1964, including 3 Books and 3 Additional arXiv Preprints 11 Contributions as Editor Biographic References: 1 Publication Co-Authors: 95 Co-Authors with 149 Joint Publications 3,170 Co-Co-Authors all top 5 Co-Authors 38 single-authored 28 Rockafellar, Ralph Tyrrell 14 Salinetti, Gabriella 11 Attouch, Hedy 10 Jofré, Alejandro 9 Royset, Johannes O. 9 Walkup, David W. 6 King, Alan J. 5 Artstein, Zvi 5 Woodruff, David L. 4 Chen, Xiaojun 4 Roberto, Lucchetti E. 4 van Slyke, Richard M. 4 Wallace, Stein W. 3 Birge, John R. 3 Ermoliev, Yuri M. 3 Rios, Ignacio 3 Somlyódy, László 3 Watson, Jean-Paul 2 Deride, Julio 2 Flåm, Sjur Didrik 2 Korf, Lisa A. 2 Pavon, Michele 2 Sorensen, Danny C. 2 Weintraub, Andrés P. 2 Witzgall, Christoph J. 1 Andreatta, G. B. 1 Arkin, Vadim I. 1 Aubin, Jean-Pierre 1 Azé, Dominique 1 Bagh, Adib 1 Beer, Gerald Alan 1 Bhattacharjee, Manish C. 1 Bianchi, Stephen W. 1 Bickel, Peter John 1 Brillinger, David R. 1 Chernoff, Herman 1 Cottle, Richard W. 1 Der Kiureghian, Armen 1 Diaconis, Persi Warren 1 Dinh The Luc 1 Dolecki, Szymon 1 Dong, Michael X. 1 Dupačová, Jitka 1 Ellis, Johnson 1 Escudero, Laureano Fernando 1 Ferguson, Thomas S. 1 Ferris, Michael C. 1 Gade, Dinakar 1 Garstka, Stanley J. 1 Goodman, Leo A. 1 Hackebeil, Gabriel A. 1 Hiriart-Urruty, Jean-Baptiste 1 Jonsbråten, Tore W. 1 Kamesam, Pasumarti V. 1 Kaniovski, Yuri M. 1 Kovacevic, Raimund M. 1 Lemaréchal, Claude 1 Lo, Albert Y. 1 Lockhart, Richard A. 1 Marshall, Albert W. 1 Mordukhovich, Boris S. 1 Nazareth, John Lawrence 1 Nazareth, Larry 1 Norkin, Vladimir I. 1 Parikh, Shailendra C. 1 Pflug, Georg Ch. 1 Philpott, Andrew B. 1 Polak, Elijah (Lucien) 1 Pong, Ting Kei 1 Prékopa, András 1 Puri, Madan Lal 1 Robinson, Stephen M. 1 Rolph, John E. 1 Römisch, Werner 1 Rosenblatt, Murray 1 Roussas, George Gregory 1 Ryan, Sarah M. 1 Samaniego, Francisco J. 1 Shaffer, Juliet 1 Shiraev, Albert N. 1 Solís, Francisco Javier 1 Stigler, Stephen M. 1 Sudderth, William D. 1 Sukumar, Natarajan 1 Sun, Hailin 1 Sun, Jie 1 Torre, Anna 1 Tucker, Howard G. 1 Varaiya, Pravin Pratap 1 Veliz, Fernando Badilla 1 Vervaat, Wim 1 Wozabal, David 1 Yang, Liming 1 Yatracos, Yannis G. 1 Zhang, Yanfang 1 Ziemba, William T. all top 5 Serials 15 Mathematical Programming. Series A. Series B 9 Annals of Operations Research 9 SIAM Journal on Optimization 8 Mathematics of Operations Research 6 Journal of Mathematical Analysis and Applications 5 Mathematical Programming Study 5 SIAM Journal on Control and Optimization 5 Transactions of the American Mathematical Society 4 Pacific Journal of Mathematics 4 SIAM Journal on Applied Mathematics 4 Mathematical Programming Study 3 Stochastics 3 Proceedings of the American Mathematical Society 3 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 3 Annales de l’Institut Henri Poincaré. Analyse Non Linéaire 3 ORSA Journal on Computing 3 SIAM Review 3 Journal of Convex Analysis 2 The Annals of Statistics 2 Journal of Mathematical Economics 2 Journal of Multivariate Analysis 2 Mathematical Programming 2 Operations Research 2 Applied Stochastic Models and Data Analysis 2 Notices of the American Mathematical Society 2 Stochastics and Stochastics Reports 2 Journal of Nonparametric Statistics 2 SIAM Journal on Control 2 Set-Valued and Variational Analysis 1 Annali di Matematica Pura ed Applicata. Serie Quarta 1 Canadian Mathematical Bulletin 1 Econometrica 1 Journal of Computer and System Sciences 1 Journal of Optimization Theory and Applications 1 Numerische Mathematik 1 Statistics & Decisions 1 European Journal of Operational Research 1 Computational Optimization and Applications 1 Set-Valued Analysis 1 Topology Proceedings 1 Economic Theory 1 INFORMS Journal on Computing 1 Quantitative Finance 1 Computational Management Science 1 Comptes Rendus Hebdomadaires des Séances de l’Académie des Sciences, Série A 1 Seminarbericht, Humboldt-Universität zu Berlin, Sektion Mathematik 1 Journal of Research of the National Bureau of Standards 1 Operations-Research-Verfahren 1 Grundlehren der Mathematischen Wissenschaften 1 Lecture Notes in Control and Information Sciences 1 Lecture Notes in Economics and Mathematical Systems 1 Springer Series in Computational Mathematics 1 Mathematics and Financial Economics 1 Séminaire d’Analyse Convexe 1 Springer Series in Operations Research and Financial Engineering all top 5 Fields 117 Operations research, mathematical programming (90-XX) 48 Calculus of variations and optimal control; optimization (49-XX) 25 Numerical analysis (65-XX) 20 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 17 General topology (54-XX) 13 Probability theory and stochastic processes (60-XX) 13 Systems theory; control (93-XX) 11 General and overarching topics; collections (00-XX) 11 Convex and discrete geometry (52-XX) 10 Statistics (62-XX) 9 Real functions (26-XX) 4 Measure and integration (28-XX) 3 History and biography (01-XX) 3 Operator theory (47-XX) 3 Global analysis, analysis on manifolds (58-XX) 2 Approximations and expansions (41-XX) 2 Functional analysis (46-XX) 2 Biology and other natural sciences (92-XX) 1 Partial differential equations (35-XX) 1 Computer science (68-XX) 1 Mechanics of deformable solids (74-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 159 Publications have been cited 6,255 times in 4,593 Documents Cited by ▼ Year ▼ Variational analysis. Zbl 0888.49001 Rockafellar, R. Tyrrell; Wets, Roger J.-B. 2,622 1998 L-shaped linear programs with applications to optimal control and stochastic programming. Zbl 0197.45602 van Slyke, R. M.; Wets, Roger 325 1969 Scenarios and policy aggregation in optimization under uncertainty. Zbl 0729.90067 Rockafellar, R. T.; Wets, Roger J.-B. 315 1991 Minimization by random search techniques. Zbl 0502.90070 Solis, Francisco J.; Wets, Roger J.-B. 109 1981 Numerical techniques for stochastic optimization. Zbl 0658.00020 106 1988 Asymptotic behavior of statistical estimators and of optimal solutions of stochastic optimization problems. Zbl 0667.62018 Dupačová, Jitka; Wets, Roger 100 1988 Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse. Zbl 0603.90104 Birge, John R.; Wets, Roger J.-B. 91 1986 Quantitative stability of variational systems. I: The epigraphical distance. Zbl 0753.49007 Attouch, Hedy; Wets, Roger J.-B. 90 1991 Stochastic programs with fixed recourse: The equivalent deterministic program. Zbl 0311.90056 Wets, Roger J.-B. 88 1974 On the convergence of sequences of convex sets in finite dimensions. Zbl 0421.52003 Salinetti, Gabriella; Wets, Roger J.-B. 84 1979 Stochastic variational inequalities: residual minimization smoothing sample average approximations. Zbl 1263.90098 Chen, Xiaojun; Wets, Roger J.-B.; Zhang, Yanfang 66 2012 The topology of the \(\rho\)-Hausdorff distance. Zbl 0769.54009 Attouch, Hedy; Lucchetti, Roberto; Wets, Roger J.-B. 61 1991 On the relations between two types of convergence for convex functions. Zbl 0359.54005 Salinetti, Gabriella; Wets, Roger J.-B. 58 1977 Stochastic variational inequalities: single-stage to multistage. Zbl 1378.49010 Rockafellar, R. Tyrrell; Wets, Roger J-B 58 2017 Epi-consistency of convex stochastic programs. Zbl 0733.90049 King, Alan J.; Wets, Roger J.-B. 54 1991 Continuity of some convex-cone-valued mappings. Zbl 0145.38004 Walkup, D. W.; Wets, R. J.-B. 48 1967 A Lagrangian finite generation technique for solving linear-quadratic problems in stochastic programming. Zbl 0599.90090 Rockafellar, R. T.; Wets, R. J.-B. 47 1986 Stochastic programs with recourse. Zbl 0203.21806 Walkup, D. W.; Wets, R. J.-B. 47 1967 Lifting projections of convex polyhedra. Zbl 0172.23702 Walkup, D. W.; Wets, R. J. B. 46 1969 Obtaining lower bounds from the progressive hedging algorithm for stochastic mixed-integer programs. Zbl 1338.90282 Gade, Dinakar; Hackebeil, Gabriel; Ryan, Sarah M.; Watson, Jean-Paul; Wets, Roger J.-B.; Woodruff, David L. 45 2016 A class of stochastic programs with decision dependent random elements. Zbl 0911.90268 Jonsbråten, Tore W.; Wets, Roger J.-B.; Woodruff, David L. 44 1998 Variational inequalities and economic equilibrium. Zbl 1276.91070 Jofré, Alejandro; Rockafellar, R. Terry; Wets, Roger J.-B. 43 2007 Quantitative stability of variational systems. II. A framework for nonlinear conditioning. Zbl 0793.49005 Attouch, Hedy; Wets, Roger J.- B. 43 1993 Stability in two-stage stochastic programming. Zbl 0639.90074 Robinson, Stephen M.; Wets, Roger J.-B. 41 1987 Isometries for the Legendre-Fenchel transform. Zbl 0607.49009 Attouch, Hedy; Wets, Roger J. B. 41 1986 On the convergence in distribution of measurable multifunctions (random sets), normal integrands, stochastic processes and stochastic infima. Zbl 0611.60004 Salinetti, Gabriella; Wets, Roger J.-B. 41 1986 Consistency of minimizers and the SLLN for stochastic programs. Zbl 0837.90093 Artstein, Zvi; Wets, Roger J. B. 40 1995 A convergence theory for saddle functions. Zbl 0525.49009 Attouch, Hedy; Wets, Roger J.-B. 39 1983 Generalized linear-quadratic problems of deterministic and stochastic optimal control in discrete time. Zbl 0714.49036 Rockafellar, R. T.; Wets, R. J.-B. 39 1990 The minimization of semicontinuous functions: mollifier subgradients. Zbl 0822.49016 Ermoliev, Yuri M.; Norkin, Vladimir I.; Wets, Roger J.-B. 38 1995 Two-stage stochastic variational inequalities: an ERM-solution procedure. Zbl 1386.90157 Chen, Xiaojun; Pong, Ting Kei; Wets, Roger J-B. 37 2017 Stochastic convex programming: Relatively complete recourse and induced feasibility. Zbl 0346.90058 Rockafellar, R. T.; Wets, R. J.-B. 35 1976 On the interchange of subdifferentiation and conditional expectation for convex functionals. Zbl 0487.49006 Rockafellar, R. T.; Wets, R. J. B. 34 1982 On the convergence of closed-valued measurable multifunctions. Zbl 0501.28005 Salinetti, Gabriella; Wets, Roger J.-B. 33 1981 A Lipschitzian characterization of convex polyhedra. Zbl 0182.25003 Walkup, David W.; Wets, Roger J.-B. 31 1969 Production planning via scenario modelling. Zbl 0784.90033 Escudero, Laureano F.; Kamesam, Pasumarti V.; King, Alan J.; Wets, Roger J.-B. 31 1993 The optimal recourse problem in discrete time: \(L^1\)-multipliers for inequality constraints. Zbl 0397.90078 Rockafellar, R. T.; Wets, R. J-B. 29 1978 Programming under uncertainty: The complete problem. Zbl 0133.42601 Wets, R. 28 1966 On decision rules in stochastic programming. Zbl 0326.90049 Garstka, Stanley J.; Wets, Roger J.-B. 28 1974 Convergence of functions: Equi-semicontinuity. Zbl 0504.49006 Dolecki, Szymon; Salinetti, Gabriella; Wets, Roger J.-B. 27 1983 Stochastic convex programming: basic duality. Zbl 0339.90048 Rockafellar, R. T.; Wets, R. J.-B. 27 1976 Computing bounds for stochastic programming problems by means of a generalized moment problem. Zbl 0619.90053 Birge, John R.; Wets, Roger J.-B. 27 1987 Convergence of convex functions, variational inequalities and convex optimization problems. Zbl 0481.90066 Wets, R. J. B. 26 1980 Nonanticipativity and \(\mathcal L^1\)-martingales in stochastic optimization problems. Zbl 0377.90073 Rockafellar, R. T.; Wets, R. J.-B. 26 1976 Solving stochastic programs with simple recourse. Zbl 0584.90067 Wets, Roger J.-B. 25 1983 Large scale linear programming techniques. Zbl 0676.90043 Wets, R. J.-B. 24 1988 A duality theory for abstract mathematical programs with applications to optimal control theory. Zbl 0157.16004 Van Slyke, R. M.; Wets, R. J.-B. 24 1968 A characterization of epi-convergence in terms of convergence of level sets. Zbl 0769.49011 Beer, Gerald; Rockafellar, R. T.; Wets, Roger J.-B. 23 1992 Variational theory for optimization under stochastic ambiguity. Zbl 1366.90149 Royset, Johannes O.; Wets, Roger J.-B. 22 2017 Stability of \(\varepsilon\)-approximate solutions to convex stochastic programs. Zbl 1211.90151 Römisch, W.; Wets, R. J.-B. 22 2007 Epigraphical analysis. Zbl 0676.49003 Attouch, H.; Wets, R. J.-B. 21 1989 Probabilistic bounds (via large deviations) for the solutions of stochastic programming problems. Zbl 0835.90055 Kaniovski, Yuri M.; King, Alan J.; Wets, Roger J.-B. 21 1995 Random-lsc functions: an ergodic theorem. Zbl 1082.90552 Korf, Lisa A.; Wets, Roger J.-B. 21 2001 Order-preserving functions; applications to majorization and order statistics. Zbl 0153.38502 Marshall, A. W.; Walkup, D. W.; Wets, R. J.-B. 21 1967 On the continuity of the value of a linear program and of related polyhedral-valued multifunctions. Zbl 0578.90080 Wets, Roger J.-B. 21 1985 Stochastic programming: Solution techniques and approximation schemes. Zbl 0551.90070 Wets, R. 20 1983 Stochastic convex programming: Kuhn-Tucker conditions. Zbl 0343.90039 Rockafellar, R. T.; Wets, R. J.-B. 19 1975 Convergence of convex-concave saddle functions: Applications to convex programming and mechanics. Zbl 0667.49009 Azé, Dominique; Attouch, Hedy; Wets, Roger J.-B. 18 1988 A variational inequality scheme for determining an economic equilibrium of classical or extended type. Zbl 1113.49013 Jofre, A.; Rockafellar, R. T.; Wets, R. J.-B. 18 2005 Stochastic convex programming: Singular multipliers and extended duality, singular multipliers and duality. Zbl 0346.90057 Rockafellar, R. T.; Wets, R. J.-B. 18 1976 Epigraphical processes: Laws of large numbers for random LSC functions. Zbl 0744.60021 Attouch, Hedy; Wets, Roger J.-B. 18 1990 Stochastic optimization models in forest planning: a progressive hedging solution approach. Zbl 1323.90046 Veliz, Fernando Badilla; Watson, Jean-Paul; Weintraub, Andres; Wets, Roger J.-B.; Woodruff, David L. 18 2015 Equilibrium, uncertainty and risk in hydro-thermal electricity systems. Zbl 1350.90034 Philpott, Andy; Ferris, Michael; Wets, Roger 18 2016 Sublinear upper bounds for stochastic programs with recourse. Zbl 0663.90063 Birge, John R.; Wets, Roger J.-B. 17 1989 Quantitative stability of variational systems. III: \(\varepsilon\)- approximate solutions. Zbl 0802.49009 Attouch, Hedy; Wets, Roger J.-B. 17 1993 Algorithms for frames and lineality spaces of cones. Zbl 0157.49502 Wets, R. J.-B.; Witzgall, C. 16 1967 Variational convergence of bivariate functions: Lopsided convergence. Zbl 1162.65036 Jofré, Alejandro; Wets, Roger J.-B. 15 2009 Uniform convergence of probability measures: Topological criteria. Zbl 0817.60005 Lucchetti, Roberto; Salinetti, Gabriella; Wets, Roger J.-B. 13 1994 Deterministic and stochastic optimization problems of Bolza type in discrete time. Zbl 0534.49022 Rockafellar, R. T.; Wets, R. J.-B. 12 1983 Programming under uncertainty. The solution set. Zbl 0149.16502 Wets, R. 12 1966 Stochastic programs with recourse: special forms. Zbl 0264.90036 Walkup, D. W.; Wets, R. J. B. 12 1970 Preprocessing in stochastic programming: The case of linear programs. Zbl 0760.90074 Wallace, Stein W.; Wets, Roger J.-B. 12 1992 Stability results for stochastic programs and sensors, allowing for discontinuous objective functions. Zbl 0830.90111 Artstein, Zvi; Wets, Roger J.-B. 12 1994 Deriving the continuity of maximum-entropy basis functions via variational analysis. Zbl 1157.65042 Sukumar, N.; Wets, R. J.-B. 12 2007 Stochastic programming, an introduction. Zbl 0665.90070 Ermoliev, Yu.; Wets, R. 11 1988 Continuity properties of Walras equilibrium points. Zbl 1026.91031 Jofré, Alejandro; Wets, Roger J.-B. 11 2002 Preprocessing in stochastic programming: The case of uncapacitated networks. Zbl 0752.90052 Wallace, Stein W.; Wets, Roger J.-B. 11 1989 Challenges in stochastic programming. Zbl 0874.90151 Wets, Roger J.-B. 11 1996 Fusion of hard and soft information in nonparametric density estimation. Zbl 1346.62072 Royset, Johannes O.; Wets, Roger J.-B. 11 2015 Continuous versus measurable recourse in N-stage stochastic programming. Zbl 0309.90039 Rockafellar, R. Tyrrell; Wets, Roger J. B. 10 1974 Stochastic programming 84. Parts I, II. Zbl 0583.00042 10 1986 Measures as Lagrange multipliers in multistage stochastic programming. Zbl 0369.90091 Rockafellar, R. T.; Wets, R. J.-B. 10 1977 Addendum: “On the convergence of convex sets in finite dimensions”. Zbl 1308.52001 Salinetti, Gabriella; Wets, Roger B. 10 1980 Existence results and finite horizon approximates for infinite horizon optimization problems. Zbl 0635.90098 Flåm, Sjur D.; Wets, Roger J.-B. 9 1987 Stochastic optimization models for lake eutrophication management. Zbl 0655.90044 Somlyódy, László; Wets, Roger J.-B. 9 1988 Algorithms for stochastic programs: The case of nonstochastic tenders. Zbl 0605.90093 Nazareth, J. L.; Wets, R. J.-B. 9 1986 Convergence of set-valued mappings: Equi-outer semicontinuity. Zbl 0884.54011 Bagh, Adib; Wets, Roger J.-B. 9 1996 Scalable heuristics for a class of chance-constrained stochastic programs. Zbl 1243.90166 Watson, Jean-Paul; Wets, Roger J.-B.; Woodruff, David L. 9 2010 Regularized mathematical programs with stochastic equilibrium constraints: estimating structural demand models. Zbl 1358.90138 Chen, Xiaojun; Sun, Hailin; Wets, Roger J.-B. 9 2015 Variational convergence of bifunctions: motivating applications. Zbl 1334.49031 Jofré, Alejandro; Wets, Roger J.-B. 9 2014 General economic equilibrium with financial markets and retainability. Zbl 1405.91742 Jofré, A.; Rockafellar, R. T.; Wets, R. J-B. 9 2017 Programming under uncertainty and stochastic optimal control. Zbl 0143.21302 van Slyke, Richard M.; Wets, R. 8 1966 Characterization theorems for stochastic programs. Zbl 0248.90042 Wets, Roger 8 1972 On the hypo-convergence of probability measures. Zbl 0624.60008 Salinetti, G.; Wets, R. 8 1986 Multivariate epi-splines and evolving function identification problems. Zbl 1356.41004 Royset, Johannes O.; Wets, Roger J.-B. 8 2016 Linear-quadratic programming problems with stochastic penalties: The finite generation algorithm. Zbl 0661.90065 Rockafellar, R. T.; Wets, R. J.-B. 7 1986 Statistical estimation from an optimization viewpoint. Zbl 0919.90121 Wets, Roger J.-B. 7 1999 Convergence of minima of integral functionals, with applications to optimal control and stochastic optimization. Zbl 0779.49030 Lucchetti, Roberto; Wets, R. J.-B. 7 1993 Estimating density functions: a constrained maximum likelihood approach. Zbl 0998.62028 Dong, Michael X.; Wets, Roger J.-B. 6 2000 Stochastic programmings with recourse. II: On the continuity of the objective. Zbl 0169.51402 Walkup, D. W.; Wets, R. J.-B. 6 1969 An optimization primer. Zbl 1527.90001 Royset, Johannes O.; Wets, Roger J.-B. 6 2021 Variational analysis of constrained M-estimators. Zbl 1460.62067 Royset, Johannes O.; Wets, Roger J-B. 4 2020 Lopsided convergence: an extension and its quantification. Zbl 1420.49030 Royset, Johannes O.; Wets, Roger J.-B. 6 2019 On univariate function identification problems. Zbl 1395.90230 Royset, Johannes O.; Wets, Roger J.-B. 3 2018 Stochastic variational inequalities: single-stage to multistage. Zbl 1378.49010 Rockafellar, R. Tyrrell; Wets, Roger J-B 58 2017 Two-stage stochastic variational inequalities: an ERM-solution procedure. Zbl 1386.90157 Chen, Xiaojun; Pong, Ting Kei; Wets, Roger J-B. 37 2017 Variational theory for optimization under stochastic ambiguity. Zbl 1366.90149 Royset, Johannes O.; Wets, Roger J.-B. 22 2017 General economic equilibrium with financial markets and retainability. Zbl 1405.91742 Jofré, A.; Rockafellar, R. T.; Wets, R. J-B. 9 2017 Preface. Zbl 1378.00102 4 2017 Obtaining lower bounds from the progressive hedging algorithm for stochastic mixed-integer programs. Zbl 1338.90282 Gade, Dinakar; Hackebeil, Gabriel; Ryan, Sarah M.; Watson, Jean-Paul; Wets, Roger J.-B.; Woodruff, David L. 45 2016 Equilibrium, uncertainty and risk in hydro-thermal electricity systems. Zbl 1350.90034 Philpott, Andy; Ferris, Michael; Wets, Roger 18 2016 Multivariate epi-splines and evolving function identification problems. Zbl 1356.41004 Royset, Johannes O.; Wets, Roger J.-B. 8 2016 Building a stochastic programming model from scratch: a harvesting management example. Zbl 1468.91109 Rios, Ignacio; Weintraub, Andres; Wets, Roger J.-B. 5 2016 Erratum to: “Multivariate epi-splines and evolving function identification problems”. Zbl 1476.41007 Royset, Johannes O.; Wets, Roger J-B 3 2016 Optimality functions and lopsided convergence. Zbl 1342.90220 Royset, Johannes O.; Wets, Roger J.-B. 3 2016 Stochastic optimization models in forest planning: a progressive hedging solution approach. Zbl 1323.90046 Veliz, Fernando Badilla; Watson, Jean-Paul; Weintraub, Andres; Wets, Roger J.-B.; Woodruff, David L. 18 2015 Fusion of hard and soft information in nonparametric density estimation. Zbl 1346.62072 Royset, Johannes O.; Wets, Roger J.-B. 11 2015 Regularized mathematical programs with stochastic equilibrium constraints: estimating structural demand models. Zbl 1358.90138 Chen, Xiaojun; Sun, Hailin; Wets, Roger J.-B. 9 2015 Multi-period forecasting and scenario generation with limited data. Zbl 1319.90047 Rios, Ignacio; Wets, Roger J-B; Woodruff, David L. 6 2015 Modeling and estimating commodity prices: copper prices. Zbl 1321.91114 Wets, Roger J.-B.; Rios, Ignacio 5 2015 Variational convergence of bifunctions: motivating applications. Zbl 1334.49031 Jofré, Alejandro; Wets, Roger J.-B. 9 2014 Convex analysis and financial equilibrium. Zbl 1309.91086 Jofré, A.; Rockafellar, R. T.; Wets, R. J.-B. 6 2014 Shape-restricted nonparametric regression with overall noisy measurements. Zbl 1297.62092 Pflug, Georg Ch.; Wets, Roger J.-B. 2 2013 Stochastic variational inequalities: residual minimization smoothing sample average approximations. Zbl 1263.90098 Chen, Xiaojun; Wets, Roger J.-B.; Zhang, Yanfang 66 2012 A time-embedded approach to economic equilibrium with incomplete financial markets. Zbl 1216.91041 Jofré, A.; Rockafellar, R. T.; Wets, R. J.-B. 4 2011 A tribute to David Blackwell. Zbl 1225.01082 Bhattacharjee, Manish; Lockhart, Richard; Rolph, John; Tucker, Howard; Wets, Roger J.-B.; Bickel, Peter; Ferguson, Thomas S.; Lo, Albert; Puri, Madan L.; Stigler, Stephen; Sudderth, W.; Yatracos, Yannis; Brillinger, David; Goodman, Leo A.; Shaffer, Juliet; Chernoff, Herman; Diaconis, Persi; Rosenblatt, Murray; Samaniego, Francisco J. 1 2011 Scalable heuristics for a class of chance-constrained stochastic programs. Zbl 1243.90166 Watson, Jean-Paul; Wets, Roger J.-B.; Woodruff, David L. 9 2010 Variational convergence of bivariate functions: Lopsided convergence. Zbl 1162.65036 Jofré, Alejandro; Wets, Roger J.-B. 15 2009 Outer semicontinuity of positive hull mappings with application to semi-infinite and stochastic programming. Zbl 1161.49014 Luc, Dinh The; Wets, Roger J.-B. 1 2008 Variational inequalities and economic equilibrium. Zbl 1276.91070 Jofré, Alejandro; Rockafellar, R. Terry; Wets, Roger J.-B. 43 2007 Stability of \(\varepsilon\)-approximate solutions to convex stochastic programs. Zbl 1211.90151 Römisch, W.; Wets, R. J.-B. 22 2007 Deriving the continuity of maximum-entropy basis functions via variational analysis. Zbl 1157.65042 Sukumar, N.; Wets, R. J.-B. 12 2007 George B. Dantzig (1914–2005). Zbl 1142.01331 Cottle, Richard; Ellis, Johnson; Wets, Roger 4 2007 A variational inequality scheme for determining an economic equilibrium of classical or extended type. Zbl 1113.49013 Jofre, A.; Rockafellar, R. T.; Wets, R. J.-B. 18 2005 Special issue: Variational analysis, optimization, and their application. Dedicated to the life and work of R. Tyrrell Rockfellar on the occasion of his 70th birthday. Zbl 1078.90504 1 2005 Lipschitz continuity of inf-projections. Zbl 1047.90070 Wets, Roger J.-B. 2 2003 Continuity properties of Walras equilibrium points. Zbl 1026.91031 Jofré, Alejandro; Wets, Roger J.-B. 11 2002 Stochastic programming models: Wait-and-see versus here-and-now. Zbl 1029.90049 Wets, Roger J.-B. 4 2002 Random-lsc functions: an ergodic theorem. Zbl 1082.90552 Korf, Lisa A.; Wets, Roger J.-B. 21 2001 Estimating density functions: a constrained maximum likelihood approach. Zbl 0998.62028 Dong, Michael X.; Wets, Roger J.-B. 6 2000 On an approach to optimization problems with a probabilistic cost and or constraints. Zbl 0973.90054 Polak, Elijah; Wets, Roger J.-B.; Der Kiureghian, Armen 3 2000 An ergodic theorem for stochastic programming problems. Zbl 0973.90053 Korf, Lisa A.; Wets, Roger J.-B. 1 2000 Statistical estimation from an optimization viewpoint. Zbl 0919.90121 Wets, Roger J.-B. 7 1999 Stochastic programming, state of the art. 8th international conference, Univ. of British Columbia, Vancouver, Canada, August 8–16, 1998. Zbl 0919.00088 3 1999 Variational analysis. Zbl 0888.49001 Rockafellar, R. Tyrrell; Wets, Roger J.-B. 2,622 1998 A class of stochastic programs with decision dependent random elements. Zbl 0911.90268 Jonsbråten, Tore W.; Wets, Roger J.-B.; Woodruff, David L. 44 1998 Stochastic programs with chance constraints: Generalized convexity and approximation issues. Zbl 0997.90052 Wets, Roger J.-B. 2 1998 Challenges in stochastic programming. Zbl 0874.90151 Wets, Roger J.-B. 11 1996 Convergence of set-valued mappings: Equi-outer semicontinuity. Zbl 0884.54011 Bagh, Adib; Wets, Roger J.-B. 9 1996 Consistency of minimizers and the SLLN for stochastic programs. Zbl 0837.90093 Artstein, Zvi; Wets, Roger J. B. 40 1995 The minimization of semicontinuous functions: mollifier subgradients. Zbl 0822.49016 Ermoliev, Yuri M.; Norkin, Vladimir I.; Wets, Roger J.-B. 38 1995 Probabilistic bounds (via large deviations) for the solutions of stochastic programming problems. Zbl 0835.90055 Kaniovski, Yuri M.; King, Alan J.; Wets, Roger J.-B. 21 1995 Preprocessing in stochastic programming: The case of capacitated networks. Zbl 0822.90106 Wallace, Stein W.; Wets, Roger J.-B. 2 1995 Uniform convergence of probability measures: Topological criteria. Zbl 0817.60005 Lucchetti, Roberto; Salinetti, Gabriella; Wets, Roger J.-B. 13 1994 Stability results for stochastic programs and sensors, allowing for discontinuous objective functions. Zbl 0830.90111 Artstein, Zvi; Wets, Roger J.-B. 12 1994 Quantitative stability of variational systems. II. A framework for nonlinear conditioning. Zbl 0793.49005 Attouch, Hedy; Wets, Roger J.- B. 43 1993 Production planning via scenario modelling. Zbl 0784.90033 Escudero, Laureano F.; Kamesam, Pasumarti V.; King, Alan J.; Wets, Roger J.-B. 31 1993 Quantitative stability of variational systems. III: \(\varepsilon\)- approximate solutions. Zbl 0802.49009 Attouch, Hedy; Wets, Roger J.-B. 17 1993 Convergence of minima of integral functionals, with applications to optimal control and stochastic optimization. Zbl 0779.49030 Lucchetti, Roberto; Wets, R. J.-B. 7 1993 Sensors and information in optimization under stochastic uncertainty. Zbl 0780.90070 Artstein, Zvi; Wets, Roger J.-B. 5 1993 The facets of the polyhedral set determined by the Gale-Hoffman inequalities. Zbl 0802.90041 Wallace, Stein W.; Wets, Roger J.-B. 5 1993 A characterization of epi-convergence in terms of convergence of level sets. Zbl 0769.49011 Beer, Gerald; Rockafellar, R. T.; Wets, Roger J.-B. 23 1992 Preprocessing in stochastic programming: The case of linear programs. Zbl 0760.90074 Wallace, Stein W.; Wets, Roger J.-B. 12 1992 Cosmic convergence. Zbl 0793.49007 Rockafellar, R. T.; Wets, R. J.-B. 4 1992 A dual strategy for the implementation of the aggregation principle in decision making under uncertainty. Zbl 0800.90002 Rockafellar, R. T.; Wets, Roger J.-B. 4 1992 Scenarios and policy aggregation in optimization under uncertainty. Zbl 0729.90067 Rockafellar, R. T.; Wets, Roger J.-B. 315 1991 Quantitative stability of variational systems. I: The epigraphical distance. Zbl 0753.49007 Attouch, Hedy; Wets, Roger J.-B. 90 1991 The topology of the \(\rho\)-Hausdorff distance. Zbl 0769.54009 Attouch, Hedy; Lucchetti, Roberto; Wets, Roger J.-B. 61 1991 Epi-consistency of convex stochastic programs. Zbl 0733.90049 King, Alan J.; Wets, Roger J.-B. 54 1991 Constrained estimation: Consistency and asymptotics. Zbl 0800.62187 Wets, Roger J.-B. 6 1991 Generalized linear-quadratic problems of deterministic and stochastic optimal control in discrete time. Zbl 0714.49036 Rockafellar, R. T.; Wets, R. J.-B. 39 1990 Epigraphical processes: Laws of large numbers for random LSC functions. Zbl 0744.60021 Attouch, Hedy; Wets, Roger J.-B. 18 1990 Epigraphical analysis. Zbl 0676.49003 Attouch, H.; Wets, R. J.-B. 21 1989 Sublinear upper bounds for stochastic programs with recourse. Zbl 0663.90063 Birge, John R.; Wets, Roger J.-B. 17 1989 Preprocessing in stochastic programming: The case of uncapacitated networks. Zbl 0752.90052 Wallace, Stein W.; Wets, Roger J.-B. 11 1989 Stochastic dynamic optimization approaches and computation. Zbl 0813.90086 Varaiya, Pravin; Wets, Roger J.-B. 3 1989 Decentralized allocation of resources among many producers. Zbl 0689.90011 Artstein, Zvi; Wets, Roger J.-B. 1 1989 Numerical techniques for stochastic optimization. Zbl 0658.00020 106 1988 Asymptotic behavior of statistical estimators and of optimal solutions of stochastic optimization problems. Zbl 0667.62018 Dupačová, Jitka; Wets, Roger 100 1988 Large scale linear programming techniques. Zbl 0676.90043 Wets, R. J.-B. 24 1988 Convergence of convex-concave saddle functions: Applications to convex programming and mechanics. Zbl 0667.49009 Azé, Dominique; Attouch, Hedy; Wets, Roger J.-B. 18 1988 Stochastic programming, an introduction. Zbl 0665.90070 Ermoliev, Yu.; Wets, R. 11 1988 Stochastic optimization models for lake eutrophication management. Zbl 0655.90044 Somlyódy, László; Wets, Roger J.-B. 9 1988 Another isometry for the Legendre-Fenchel transform. Zbl 0644.49010 Attouch, Hedy; Wets, Roger J.-B. 5 1988 Stable approximations of set-valued maps. Zbl 0681.54012 Aubin, Jean-Pierre; Wets, Roger J. B. 5 1988 Approximating the integral of a multifunction. Zbl 0649.28010 Artstein, Zvi; Wets, Roger J.-B. 4 1988 A note about projections in the implementation of stochastic quasigradient methods. Zbl 0664.90067 Rockafellar, R. T.; Wets, R. J.-B. 4 1988 Nonlinear programming techniques applied to stochastic programs with recourse. Zbl 0665.90066 Nazareth, L.; Wets, R. J.-B. 4 1988 Lake eutrophication management: The Lake Balaton project. Zbl 0661.90097 King, A. J.; Rockafellar, R. T.; Somlyódy, L.; Wets, R. J.-B. 1 1988 Stability in two-stage stochastic programming. Zbl 0639.90074 Robinson, Stephen M.; Wets, Roger J.-B. 41 1987 Computing bounds for stochastic programming problems by means of a generalized moment problem. Zbl 0619.90053 Birge, John R.; Wets, Roger J.-B. 27 1987 Existence results and finite horizon approximates for infinite horizon optimization problems. Zbl 0635.90098 Flåm, Sjur D.; Wets, Roger J.-B. 9 1987 Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse. Zbl 0603.90104 Birge, John R.; Wets, Roger J.-B. 91 1986 A Lagrangian finite generation technique for solving linear-quadratic problems in stochastic programming. Zbl 0599.90090 Rockafellar, R. T.; Wets, R. J.-B. 47 1986 Isometries for the Legendre-Fenchel transform. Zbl 0607.49009 Attouch, Hedy; Wets, Roger J. B. 41 1986 On the convergence in distribution of measurable multifunctions (random sets), normal integrands, stochastic processes and stochastic infima. Zbl 0611.60004 Salinetti, Gabriella; Wets, Roger J.-B. 41 1986 Stochastic programming 84. Parts I, II. Zbl 0583.00042 10 1986 Algorithms for stochastic programs: The case of nonstochastic tenders. Zbl 0605.90093 Nazareth, J. L.; Wets, R. J.-B. 9 1986 On the hypo-convergence of probability measures. Zbl 0624.60008 Salinetti, G.; Wets, R. 8 1986 Linear-quadratic programming problems with stochastic penalties: The finite generation algorithm. Zbl 0661.90065 Rockafellar, R. T.; Wets, R. J.-B. 7 1986 ...and 59 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 5,072 Authors 94 Mordukhovich, Boris S. 54 Wets, Roger Jean-Baptiste 50 Zhang, Liwei 47 Beer, Gerald Alan 41 Escudero, Laureano Fernando 40 Yang, Xiaoqi 38 Penot, Jean-Paul 36 Rockafellar, Ralph Tyrrell 34 Wang, Shawn Xianfu 32 Papageorgiou, Nikolaos S. 31 Royset, Johannes O. 30 Bauschke, Heinz H. 30 Outrata, Jiří V. 30 Ye, Jane J. 29 Chen, Xiaojun 28 Thibault, Lionel 26 Kruger, Alexander Y. 25 Flåm, Sjur Didrik 25 López-Cerdá, Marco Antonio 25 Shapiro, Alexander 24 Cánovas, María Josefa 24 Parra, Juan 24 Seeger, Alberto 23 Attouch, Hedy 23 Gfrerer, Helmut 22 Adly, Samir 22 Lewis, Adrian S. 22 Pennanen, Teemu 22 Pong, Ting Kei 22 Sen, Suvrajeet 22 Xu, Huifu 22 Zhang, Jin 22 Zhou, Jinchuan 21 Yao, Jen-Chih 20 Birge, John R. 20 Pang, Jong-Shi 20 Pang, Liping 20 Römisch, Werner 20 Nguyen Dong Yen 19 Lin, Guihua 19 Nam, Nguyen Mau 19 Ruszczyński, Andrzej 19 Sun, Jie 18 Ahmed, Shabbir 18 Iusem, Alfredo Noel 18 Qi, Liqun 17 Araceli Garín, María 17 Hantoute, Abderrahim 17 Henrion, René 17 López, Ruben 17 Pan, Shaohua 17 Pérez-Aros, Pedro 17 Schultz, Rüdiger 16 Chen, Zhiping 16 Li, Shengjie 16 Sagastizábal, Claudia A. 16 Sun, Defeng 15 Daniilidis, Aris 15 Ermoliev, Yuri M. 15 Kanzow, Christian 15 Kuhn, Daniel 15 Li, Guoyin 15 Solodov, Mikhail V. 14 Borwein, Jonathan Michael 14 Burachik, Regina Sandra 14 Burke, James V. 14 Dempe, Stephan 14 Eberhard, Andrew C. 14 Ioffe, Alexander Davidovich 14 Jiang, Jie 14 Klatte, Diethard 14 Milasi, Monica 14 Moursi, Walaa M. 14 Pérez, Gloria 14 Phan Quôc Khánh 14 Théra, Michel A. 14 Wallace, Stein W. 14 Weintraub, Andrés P. 14 Xiu, Naihua 14 Yang, Xinmin 13 Anh, Nguyen Le Hoang 13 Chen, Jein-Shan 13 Drusvyatskiy, Dmitriy 13 Gaivoronski, Alexei A. 13 Goberna, Miguel Angel 13 Goebel, Rafal 13 Mehlitz, Patrick 13 Phạm Tiên So’n 13 Shanbhag, Uday V. 13 Sun, Hailin 13 Toh, Kim Chuan 13 Zhang, Jie 12 Dupačová, Jitka 12 Morton, David P. 12 Perkkiö, Ari-Pekka 12 Stein, Oliver 12 Van Ackooij, Wim 12 Yuan, Xiaoming 12 Zheng, Xiyin 11 Aravkin, Aleksandr Y. ...and 4,972 more Authors all top 5 Cited in 460 Serials 335 Mathematical Programming. Series A. Series B 297 Journal of Optimization Theory and Applications 230 European Journal of Operational Research 198 SIAM Journal on Optimization 159 Journal of Mathematical Analysis and Applications 157 Set-Valued and Variational Analysis 145 Optimization 143 Annals of Operations Research 136 Journal of Global Optimization 128 Computational Optimization and Applications 109 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 83 Optimization Letters 72 Computers & Operations Research 48 Automatica 45 Journal of Computational and Applied Mathematics 44 Journal of Convex Analysis 43 Operations Research Letters 42 Transactions of the American Mathematical Society 42 Set-Valued Analysis 41 Optimization Methods & Software 38 Positivity 37 INFORMS Journal on Computing 36 Numerical Functional Analysis and Optimization 36 Proceedings of the American Mathematical Society 34 Journal of Industrial and Management Optimization 33 SIAM Journal on Control and Optimization 29 Mathematics of Operations Research 29 Journal of Scientific Computing 29 Mathematical Methods of Operations Research 29 Computational Management Science 28 Kybernetika 28 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 27 Applied Mathematics and Computation 26 Applied Mathematics and Optimization 23 Journal of Differential Equations 23 Mathematical Programming 23 SIAM Journal on Imaging Sciences 21 Cybernetics and Systems Analysis 20 Journal of Inequalities and Applications 20 Optimization and Engineering 19 Top 19 Mathematical Problems in Engineering 19 Journal of the Operations Research Society of China 18 Operations Research 18 Asia-Pacific Journal of Operational Research 18 Linear Algebra and its Applications 17 Journal of Mathematical Imaging and Vision 17 SIAM Journal on Scientific Computing 16 Applicable Analysis 16 Computers & Mathematics with Applications 15 The Annals of Statistics 15 Journal of Mathematical Economics 15 Abstract and Applied Analysis 14 Journal of Functional Analysis 14 Numerical Algorithms 14 Applied Mathematical Modelling 14 Nonlinear Analysis. Theory, Methods & Applications 12 Bulletin of the Australian Mathematical Society 12 Inverse Problems 12 Journal of Multivariate Analysis 12 Computational and Applied Mathematics 12 International Transactions in Operational Research 11 Networks 11 Systems & Control Letters 11 Calculus of Variations and Partial Differential Equations 11 Vietnam Journal of Mathematics 11 Journal of Machine Learning Research (JMLR) 11 Proceedings of the Steklov Institute of Mathematics 10 Information Sciences 10 Journal of Approximation Theory 10 Acta Mathematicae Applicatae Sinica. English Series 10 Journal of Economic Dynamics & Control 10 Mathematical Programming Computation 10 Journal of Nonlinear and Variational Analysis 9 Stochastics 9 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete 9 Automation and Remote Control 9 Communications in Statistics. Theory and Methods 9 Journal of Mathematical Sciences (New York) 9 Finance and Stochastics 9 Networks and Spatial Economics 8 International Journal of Systems Science 8 Annali di Matematica Pura ed Applicata. Serie Quarta 8 Fuzzy Sets and Systems 8 Stochastic Analysis and Applications 8 The Annals of Applied Probability 8 Discrete and Continuous Dynamical Systems 8 RAIRO. Operations Research 8 Electronic Journal of Statistics 7 Computer Methods in Applied Mechanics and Engineering 7 Archiv der Mathematik 7 Journal of Economic Theory 7 MCSS. Mathematics of Control, Signals, and Systems 7 ZOR. Zeitschrift für Operations Research 7 Economic Theory 7 Foundations of Computational Mathematics 7 Journal of Fixed Point Theory and Applications 7 Mathematics and Financial Economics 7 Nonlinear Analysis. Hybrid Systems 7 SIAM Journal on Mathematics of Data Science ...and 360 more Serials all top 5 Cited in 55 Fields 3,049 Operations research, mathematical programming (90-XX) 1,421 Calculus of variations and optimal control; optimization (49-XX) 727 Numerical analysis (65-XX) 495 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 326 Operator theory (47-XX) 261 Systems theory; control (93-XX) 203 Statistics (62-XX) 199 Probability theory and stochastic processes (60-XX) 189 General topology (54-XX) 182 Real functions (26-XX) 175 Computer science (68-XX) 166 Functional analysis (46-XX) 155 Convex and discrete geometry (52-XX) 135 Ordinary differential equations (34-XX) 92 Partial differential equations (35-XX) 89 Global analysis, analysis on manifolds (58-XX) 83 Linear and multilinear algebra; matrix theory (15-XX) 81 Measure and integration (28-XX) 77 Information and communication theory, circuits (94-XX) 56 Mechanics of deformable solids (74-XX) 43 Dynamical systems and ergodic theory (37-XX) 42 Biology and other natural sciences (92-XX) 31 Approximations and expansions (41-XX) 19 Differential geometry (53-XX) 18 Algebraic geometry (14-XX) 16 Mechanics of particles and systems (70-XX) 13 Mathematical logic and foundations (03-XX) 13 Sequences, series, summability (40-XX) 11 Combinatorics (05-XX) 11 Several complex variables and analytic spaces (32-XX) 9 General and overarching topics; collections (00-XX) 8 Order, lattices, ordered algebraic structures (06-XX) 7 Geometry (51-XX) 7 Quantum theory (81-XX) 6 History and biography (01-XX) 6 Harmonic analysis on Euclidean spaces (42-XX) 6 Manifolds and cell complexes (57-XX) 5 Integral equations (45-XX) 5 Fluid mechanics (76-XX) 5 Classical thermodynamics, heat transfer (80-XX) 5 Statistical mechanics, structure of matter (82-XX) 4 Difference and functional equations (39-XX) 4 Optics, electromagnetic theory (78-XX) 3 Number theory (11-XX) 3 Commutative algebra (13-XX) 3 Group theory and generalizations (20-XX) 3 Special functions (33-XX) 3 Integral transforms, operational calculus (44-XX) 2 Nonassociative rings and algebras (17-XX) 2 Algebraic topology (55-XX) 2 Geophysics (86-XX) 2 Mathematics education (97-XX) 1 Field theory and polynomials (12-XX) 1 Topological groups, Lie groups (22-XX) 1 Potential theory (31-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.