Edit Profile (opens in new tab) Bertsimas, Dimitris John Compute Distance To: Compute Author ID: bertsimas.dimitris-j Published as: Bertsimas, Dimitris; Bertsimas, Dimitris J.; Bertsimas, Dimitris.; Bertsimas, D. more...less Homepage: http://www.mit.edu/~dbertsim/ External Links: MGP · ORCID · Wikidata · Google Scholar · ResearchGate · dblp · GND · IdRef Documents Indexed: 205 Publications since 1988 Co-Authors: 129 Co-Authors with 199 Joint Publications 1,969 Co-Co-Authors all top 5 Co-Authors 6 single-authored 13 Teo, Chungpiaw 9 Paschalidis, Ioannis Ch. 9 Tsitsiklis, John N. 8 Odoni, Amedeo R. 8 Pauphilet, Jean 6 Gamarnik, David 6 Van Parys, Bart P. G. 5 Cory-Wright, Ryan 5 Goyal, Vineet 5 Gupta, Vishal 5 Natarajan, Karthik 5 Niño-Mora, José 5 Nohadani, Omid 5 Vohra, Rakesh V. 4 Avram, Florin 4 Bandi, Chaithanya 4 Brown, David B. 4 Dunn, Jack 4 Mišić, Velibor V. 4 Mourtzinou, Georgia 4 Sim, Melvyn 4 van Ryzin, Garrett J. 3 Caramanis, Constantine 3 Doan, Xuan Vinh 3 Goemans, Michel Xavier 3 Jaillet, Patrick 3 Kallus, Nathan 3 King, Angela 3 Li, Michael Lingzhi 3 Lulli, Guglielmo 3 Mazumder, Rahul 3 Nakazato, Daisuke 3 Nasrabadi, Ebrahim 3 Orfanoudaki, Agni 3 Papaconstantinou, Xenophon A. 3 Perakis, Georgia 3 Peterson, Michael D. 3 Sethuraman, Jayachandran 3 Sturt, Bradley 3 Vempala, Santosh S. 3 Youssef, Nataly 2 Aghassi, Michele 2 Berk, Lauren 2 Copenhaver, Martin S. 2 Dunning, Iain 2 Farias, Vivek F. 2 Georghiou, Angelos 2 Iancu, Dan Andrei 2 Kogan, Leonid 2 Korolko, Nikita 2 Lo, Andrew W. 2 Luo, Xiaodong 2 Ng, Yeesian 2 Orlin, James B. 2 Pachamanova, Dessislava A. 2 Parrilo, Pablo A. 2 Pawlowski, Colin 2 Popescu, Ioana 2 Shioda, Romy 2 Shtern, Shimrit 2 Stellato, Bartolomeo 2 Stock Patterson, Sarah 2 Sun, Xu Andy 2 Teo, Kwong Meng 2 Thiele, Aurélie C. 2 Trichakis, Nikolaos 2 Vranas, Peter B. M. 2 Weinstein, Alexander M. 2 Yan, Julia 1 Bandi, Michael Martin Chaithanya 1 Ben-Tal, Aharon 1 Berman, Oded 1 Bidkhori, Hoda 1 Bjarnadóttir, Margrét V. 1 Brynjolfsson, Erik 1 Cacchiani, Valentina 1 Chervi, Philippe 1 Chryssikou, Thalia 1 Craft, David L. 1 de Boer, Sanne V. 1 de Ruiter, Frans J. C. T. 1 Delarue, Arthur 1 Demir, Ramazan 1 den Hertog, Dick 1 Digalakis, Vassilis jun. 1 Frankovich, Michael 1 Freund, Robert M. 1 Gibson, Emma 1 Griffith, J. Daniel 1 Grigni, Michelangelo 1 Gupta, Shubham 1 Howell, Louis H. 1 Johnson, Mac 1 Kane, Michael A. 1 Kapelevich, Lea 1 Keilson, Julian 1 Kochenderfer, Mykel J. 1 Koduri, Nihal 1 Kryder, J. Christian 1 Lamperski, Jourdain B. ...and 29 more Co-Authors all top 5 Serials 54 Operations Research 20 Mathematical Programming. Series A. Series B 11 Operations Research Letters 11 European Journal of Operational Research 10 Machine Learning 9 Mathematics of Operations Research 8 IEEE Transactions on Automatic Control 8 INFORMS Journal on Computing 7 Queueing Systems 5 Transportation Science 5 The Annals of Applied Probability 5 Journal of Machine Learning Research (JMLR) 4 SIAM Journal on Optimization 3 The Annals of Statistics 3 Management Science 3 Statistical Science 2 Advances in Applied Probability 2 Networks 2 Computers & Operations Research 2 Computational Optimization and Applications 2 Optimization Letters 1 Journal of Applied Probability 1 Naval Research Logistics 1 SIAM Journal on Control and Optimization 1 Journal of Algorithms 1 Journal of Economic Dynamics & Control 1 Journal of Global Optimization 1 SIAM Review 1 Optimization Methods & Software 1 Mathematical Methods of Operations Research 1 Journal of the ACM 1 Probability in the Engineering and Informational Sciences 1 Mathematical Programming Computation all top 5 Fields 173 Operations research, mathematical programming (90-XX) 35 Probability theory and stochastic processes (60-XX) 26 Statistics (62-XX) 25 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 23 Computer science (68-XX) 11 Systems theory; control (93-XX) 7 Numerical analysis (65-XX) 6 Calculus of variations and optimal control; optimization (49-XX) 5 Biology and other natural sciences (92-XX) 4 Combinatorics (05-XX) 1 Commutative algebra (13-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 178 Publications have been cited 4,600 times in 2,773 Documents Cited by ▼ Year ▼ The price of robustness. Zbl 1165.90565Bertsimas, Dimitris; Sim, Melvyn 596 2004 Theory and applications of robust optimization. Zbl 1233.90259Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine 429 2011 Robust discrete optimization and network flows. Zbl 1082.90067Bertsimas, Dimitris; Sim, Melvyn 300 2003 Best subset selection via a modern optimization lens. Zbl 1335.62115Bertsimas, Dimitris; King, Angela; Mazumder, Rahul 117 2016 Robust linear optimization under general norms. Zbl 1054.90046Bertsimas, Dimitris; Pachamanova, Dessislava; Sim, Melvyn 111 2004 Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020Bertsimas, Dimitris; Popescu, Ioana 110 2005 A robust optimization approach to inventory theory. Zbl 1167.90314Bertsimas, Dimitris; Thiele, Aurélie 100 2006 Constructing uncertainty sets for robust linear optimization. Zbl 1228.90061Bertsimas, Dimitris; Brown, David B. 85 2009 Data-driven robust optimization. Zbl 1397.90298Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan 80 2018 Algorithm for cardinality-constrained quadratic optimization. Zbl 1178.90262Bertsimas, Dimitris; Shioda, Romy 71 2009 A vehicle routing problem with stochastic demand. Zbl 0764.90030Bertsimas, Dimitris J. 68 1992 Models for minimax stochastic linear optimization problems with risk aversion. Zbl 1218.90215Bertsimas, Dimitris; Doan, Xuan Vinh; Natarajan, Karthik; Teo, Chung-Piaw 63 2010 On the relation between option and stock prices: A convex optimization approach. Zbl 1163.91382Bertsimas, Dimitris; Popescu, Ioana 59 2002 Robust multiperiod portfolio management in the presence of transaction costs. Zbl 1139.91333Bertsimas, Dimitris; Pachamanova, Dessislava 57 2008 Tractable approximations to robust conic optimization problems. Zbl 1134.90026Bertsimas, Dimitris; Sim, Melvyn 53 2006 Robust game theory. Zbl 1134.91309Aghassi, Michele; Bertsimas, Dimitris 51 2006 A priori optimization. Zbl 0721.90062Bertsimas, Dimitris J.; Jaillet, Patrick; Odoni, Amedeo R. 50 1990 A new generation of vehicle routing research: Robust algorithms, addressing uncertainty. Zbl 0855.90053Bertsimas, Dimitris J.; Simchi-Levi, David 49 1996 Finite adaptability in multistage linear optimization. Zbl 1368.90100Bertsimas, Dimitris; Caramanis, Constantine 48 2010 The price of fairness. Zbl 1217.91093Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos 47 2011 Optimality of affine policies in multistage robust optimization. Zbl 1218.90216Bertsimas, Dimitris; Iancu, Dan A.; Parrilo, Pablo A. 46 2010 A stochastic and dynamic vehicle routing problem in the Euclidean plane. Zbl 0736.90027Bertsimas, Dimitris J.; van Ryzin, Garrett 45 1991 Survivable networks, linear programming relaxations and the parsimonious property. Zbl 0790.90072Goemans, Michel X.; Bertsimas, Dimitris J. 43 1993 On the power and limitations of affine policies in two-stage adaptive optimization. Zbl 1267.90083Bertsimas, Dimitris; Goyal, Vineet 43 2012 On central limit theorems in geometrical probability. Zbl 0784.60015Avram, Florin; Bertsimas, Dimitris 42 1993 A soft robust model for optimization under ambiguity. Zbl 1228.90060Ben-Tal, Aharon; Bertsimas, Dimitris; Brown, David B. 40 2010 Design of near optimal decision rules in multistage adaptive mixed-integer optimization. Zbl 1327.90126Bertsimas, Dimitris; Georghiou, Angelos 40 2015 Shortfall as a risk measure: properties, optimization and applications. Zbl 1200.91133Bertsimas, Dimitris; Lauprete, Geoffrey J.; Samarov, Alexander 39 2004 A hierarchy of near-optimal policies for multistage adaptive optimization. Zbl 1368.93336Bertsimas, Dimitris; Iancu, Dan Andrei; Parrilo, Pablo A. 35 2011 Tractable stochastic analysis in high dimensions via robust optimization. Zbl 1263.90001Bandi, Michael Martin Chaithanya; Bertsimas, Dimitris 35 2012 Optimal classification trees. Zbl 1455.68159Bertsimas, Dimitris; Dunn, Jack 34 2017 Sparse high-dimensional regression: exact scalable algorithms and phase transitions. Zbl 1444.62094Bertsimas, Dimitris; van Parys, Bart 33 2020 Solving convex programs by random walks. Zbl 1204.90074Bertsimas, Dimitris; Vempala, Santosh 32 2004 Stochastic and dynamic vehicle routing in the Euclidean plane with multiple capacitated vehicles. Zbl 0776.90018van Ryzin, Garrett; Bertsimas, Dimitris J. 31 1993 Multistage robust mixed-integer optimization with adaptive partitions. Zbl 1348.90624Bertsimas, Dimitris; Dunning, Iain 31 2016 Conservation laws, extended polymatroids and multiarmed bandit problems; a polyhedral approach to indexable systems. Zbl 0857.90055Bertsimas, Dimitris; Niño-Mora, José 30 1996 Robust sample average approximation. Zbl 1432.90168Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan 30 2018 Hedging derivative securities and incomplete markets: an \(\varepsilon\)-arbitrage approach. Zbl 1163.91381Bertsimas, Dimitris; Kogan, Leonid; Lo, Andrew W. 30 2001 The air traffic flow management problem with enroute capacities. Zbl 0996.90010Bertsimas, Dimitris; Stock Patterson, Sarah 29 1998 On the power of robust solutions in two-stage stochastic and adaptive optimization problems. Zbl 1218.90141Bertsimas, Dimitris; Goyal, Vineet 28 2010 OR forum: An algorithmic approach to linear regression. Zbl 1338.90272Bertsimas, Dimitris; King, Angela 28 2016 Classification and regression via integer optimization. Zbl 1167.90593Bertsimas, Dimitris; Shioda, Romy 27 2007 Data-driven estimation in equilibrium using inverse optimization. Zbl 1334.49017Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch. 27 2015 Robust optimization for unconstrained simulation-based problems. Zbl 1226.90074Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng 26 2010 Characterization of the equivalence of robustification and regularization in linear and matrix regression. Zbl 1403.62040Bertsimas, Dimitris; Copenhaver, Martin S. 23 2018 Optimization of multiclass queueing networks: Polyhedral and nonlinear characterizations of achievable performance. Zbl 0797.60079Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N. 23 1994 An approximate dynamic programming approach to multidimensional knapsack problems. Zbl 1232.90322Bertsimas, Dimitris; Demir, Ramazan 23 2002 Computational approaches to stochastic vehicle routing problems. Zbl 0853.90037Bertsimas, Dimitris; Chervi, Philippe; Peterson, Michael 23 1995 Constrained stochastic LQC: a tractable approach. Zbl 1366.93699Bertsimas, Dimitris; Brown, David B. 22 2007 Nonconvex robust optimization for problems with constraints. Zbl 1243.90176Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng 22 2010 Further results on the probabilistic traveling salesman problem. Zbl 0776.90082Bertsimas, Dimitris; Howell, Louis H. 21 1993 Locating discretionary service facilities. II: Maximizing market size, minimizing inconvenience. Zbl 0862.90086Berman, Oded; Bertsimas, Dimitris; Larson, Richard C. 20 1995 A geometric characterization of the power of finite adaptability in multistage stochastic and adaptive optimization. Zbl 1218.90142Bertsimas, Dimitris; Goyal, Vineet; Sun, Xu Andy 20 2011 Fluid models of sequencing problems in open queueing networks; an optimal control approach. Zbl 0837.60083Avram, Florin; Bertsimas, Dimitris; Ricard, Michael 20 1995 Probabilistic combinatorial optimization: moments, semidefinite programming, and asymptotic bounds. Zbl 1077.90047Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw 19 2004 A new algorithm for state-constrained separated continuous linear programs. Zbl 0921.49023Luo, Xiaodong; Bertsimas, Dimitris 18 1999 The distributional Little’s law and its applications. Zbl 0837.90048Bertsimas, Dimitris; Nakazato, Daisuke 18 1995 The minimum spanning tree constant in geometrical probability and under the independent model: A unified approach. Zbl 0755.60011Avram, Florin; Bertsimas, Dimitris 18 1992 Least quantile regression via modern optimization. Zbl 1302.62154Bertsimas, Dimitris; Mazumder, Rahul 18 2014 Inverse optimization: a new perspective on the Black-Litterman model. Zbl 1260.91266Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch. 18 2012 When is time continuous? Zbl 0976.91053Bertsimas, Dimitris; Kogan, Leonid; Lo, Andrew W. 18 2001 Simulation-based booking limits for airline revenue management. Zbl 1165.90557Bertsimas, Dimitris; De Boer, Sanne 18 2005 A robust optimization approach to supply chain management. Zbl 1092.90521Bertsimas, Dimitris; Thiele, Aurélie 17 2004 Semidefinite relaxations, multivariate normal distributions, and order statistics. Zbl 1052.90594Bertsimas, Dimitris; Ye, Yinyu 17 1998 Persistence in discrete optimization under data uncertainty. Zbl 1130.90365Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw 17 2006 Duality in two-stage adaptive linear optimization: faster computation and stronger bounds. Zbl 1348.90625Bertsimas, Dimitris; de Ruiter, Frans J. C. T. 17 2016 Binary decision rules for multistage adaptive mixed-integer optimization. Zbl 1391.90437Bertsimas, Dimitris; Georghiou, Angelos 17 2018 Probabilistic service level guarantees in make-to-stock manufacturing systems. Zbl 1163.90416Bertsimas, Dimitris; Paschalidis, Ioannis Ch. 17 2001 An analytic approach to a general class of G/G/s queueing systems. Zbl 0703.60092Bertsimas, Dimitris 17 1990 Restless bandits, linear programming relaxations, and a primal-dual index heuristic. Zbl 1106.90383Bertsimas, Dimitris; Niño-Mora, José 16 2000 Robust option pricing. Zbl 1339.91112Bandi, Chaithanya; Bertsimas, Dimitris 16 2014 Performance of multiclass Markovian queueing networks via piecewise linear Lyapunov functions. Zbl 1012.60082Bertsimas, Dimitris; Gamarnik, David; Tsitsiklis, John N. 15 2001 Robust queueing theory. Zbl 1327.90047Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly 15 2015 Fairness, efficiency, and flexibility in organ allocation for kidney transplantation. Zbl 1268.91086Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos 15 2013 On the approximability of adjustable robust convex optimization under uncertainty. Zbl 1285.90021Bertsimas, Dimitris; Goyal, Vineet 15 2013 Optimal design for multi-item auctions: a robust optimization approach. Zbl 1312.91054Bandi, Chaithanya; Bertsimas, Dimitris 15 2014 Rounding algorithms for covering problems. Zbl 0894.90121Bertsimas, Dimitris; Vohra, Rakesh 14 1998 Simulated annealing. Zbl 0764.60073Bertsimas, Dimitris; Tsitsiklis, John 14 1992 An integer optimization approach to large-scale air traffic flow management. Zbl 1218.90119Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo 14 2011 Robust and adaptive network flows. Zbl 1291.90046Bertsimas, Dimitris; Nasrabadi, Ebrahim; Stiller, Sebastian 14 2013 Logistic regression: from art to science. Zbl 1442.62166Bertsimas, Dimitris; King, Angela 14 2017 Traveling salesman facility location problems. Zbl 0682.90039Bertsimas, Dimitris J. 14 1989 The probabilistic minimum spanning tree problem. Zbl 0702.90089Bertsimas, Dimitris J. 14 1990 Asymptotically optimal algorithms for job shop scheduling and packet routing. Zbl 0944.68006Bertsimas, Dimitris; Gamarnik, David 13 1999 On dependent randomized rounding algorithms. Zbl 0954.90025Bertsimas, Dimitris; Teo, Chungpiaw; Vohra, Rakesh 13 1999 A learning approach for interactive marketing to a customer segment. Zbl 1167.90552Bertsimas, Dimitris; Mersereau, Adam J. 13 2007 Large deviations analysis of the generalized processor sharing policy. Zbl 0937.68011Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N. 12 1999 Robust optimization with simulated annealing. Zbl 1198.90402Bertsimas, Dimitris; Nohadani, Omid 12 2010 On the large deviations behavior of acyclic networks of \(G/G/1\) queues. Zbl 0973.90012Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N. 12 1998 On the performance of affine policies for two-stage adaptive optimization: a geometric perspective. Zbl 1341.90094Bertsimas, Dimitris; Bidkhori, Hoda 12 2015 From fluid relaxations to practical algorithms for job shop scheduling: The makespan objective. Zbl 1040.90014Bertsimas, Dimitris; Sethuraman, Jay 11 2002 Transient laws of non-stationary queueing systems and their applications. Zbl 0894.60087Bertsimas, Dimitris; Mourtzinou, Georgia 11 1997 Stability conditions for multiclass fluid queueing networks. Zbl 0870.90061Bertsimas, Dimitris; Gamarnik, David; Tsitsiklis, John N. 11 1996 Asymptotic buffer overflow probabilities in multiclass multiplexers: An optimal control approach. Zbl 0949.93078Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N. 11 1998 Dynamic pricing: a learning approach. Zbl 1115.90061Bertsimas, Dimitris; Perakis, Georgia 11 2006 On the power of randomization in network interdiction. Zbl 1408.91038Bertsimas, Dimitris; Nasrabadi, Ebrahim; Orlin, James B. 11 2016 Moment problems and semidefinite optimization. Zbl 0957.90522Bertsimas, Dimitris; Sethuraman, Jay 11 2000 Probabilistic analysis of the Held and Karp lower bound for the Euclidean traveling salesman problem. Zbl 0733.90072Goemans, Michel X.; Bertsimas, Dimitris J. 10 1991 The multi-airport ground-holding problem in air traffic control. Zbl 0925.90258Vranas, Peter B.; Bertsimas, Dimitris J.; Odoni, Amedeo R. 10 1994 Stochastic and dynamic vehicle routing with general demand and interarrival time distributions. Zbl 0784.60016Bertsimas, Dimitris J.; van Ryzin, Garrett 10 1993 Technical note – two-stage sample robust optimization. Zbl 1485.90077Bertsimas, Dimitris; Shtern, Shimrit; Sturt, Bradley 4 2022 A scalable algorithm for sparse portfolio selection. Zbl 07552219Bertsimas, Dimitris; Cory-Wright, Ryan 2 2022 Data-driven optimization: a reproducing kernel Hilbert space approach. Zbl 1485.90131Bertsimas, Dimitris; Koduri, Nihal 1 2022 Online mixed-integer optimization in milliseconds. Zbl 07587567Bertsimas, Dimitris; Stellato, Bartolomeo 1 2022 A unified approach to mixed-integer optimization problems with logical constraints. Zbl 1479.90138Bertsimas, Dimitris; Cory-Wright, Ryan; Pauphilet, Jean 4 2021 The voice of optimization. Zbl 07432802Bertsimas, Dimitris; Stellato, Bartolomeo 3 2021 Sparse classification: a scalable discrete optimization perspective. Zbl 07465779Bertsimas, Dimitris; Pauphilet, Jean; Van Parys, Bart 2 2021 Sparse convex regression. Zbl 07362315Bertsimas, Dimitris; Mundru, Nishanth 1 2021 Sparse high-dimensional regression: exact scalable algorithms and phase transitions. Zbl 1444.62094Bertsimas, Dimitris; van Parys, Bart 33 2020 Sparse regression: scalable algorithms and empirical performance. Zbl 07307186Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart 10 2020 Scalable holistic linear regression. Zbl 07204099Bertsimas, Dimitris; Li, Michael Lingzhi 2 2020 Certifiably optimal sparse inverse covariance estimation. Zbl 1491.90103Bertsimas, Dimitris; Lamperski, Jourdain; Pauphilet, Jean 2 2020 Fast exact matrix completion: a unified optimization framework for matrix completion. Zbl 07306912Bertsimas, Dimitris; Li, Michael Lingzhi 2 2020 On polyhedral and second-order cone decompositions of semidefinite optimization problems. Zbl 07165987Bertsimas, Dimitris; Cory-Wright, Ryan 1 2020 Computation of exact bootstrap confidence intervals: complexity and deterministic algorithms. Zbl 1445.90025Bertsimas, Dimitris; Sturt, Bradley 1 2020 Relative robust and adaptive optimization. Zbl 07290854Bertsimas, Dimitris; Dunning, Iain 1 2020 Exact first-choice product line optimization. Zbl 1444.90071Bertsimas, Dimitris; Mišić, Velibor V. 7 2019 Certifiably optimal sparse principal component analysis. Zbl 1435.62214Berk, Lauren; Bertsimas, Dimitris 4 2019 Travel time estimation in the age of big data. Zbl 1444.90022Bertsimas, Dimitris; Delarue, Arthur; Jaillet, Patrick; Martin, Sébastien 1 2019 Robust and stochastic formulations for ambulance deployment and dispatch. Zbl 1430.90057Bertsimas, Dimitris; Ng, Yeesian 1 2019 Data-driven robust optimization. Zbl 1397.90298Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan 80 2018 Robust sample average approximation. Zbl 1432.90168Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan 30 2018 Characterization of the equivalence of robustification and regularization in linear and matrix regression. Zbl 1403.62040Bertsimas, Dimitris; Copenhaver, Martin S. 23 2018 Binary decision rules for multistage adaptive mixed-integer optimization. Zbl 1391.90437Bertsimas, Dimitris; Georghiou, Angelos 17 2018 Robust transient analysis of multi-server queueing systems and feed-forward networks. Zbl 1397.90104Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly 4 2018 From predictive methods to missing data imputation: an optimization approach. Zbl 1473.62021Bertsimas, Dimitris; Pawlowski, Colin; Zhuo, Ying Daisy 2 2018 Optimal classification trees. Zbl 1455.68159Bertsimas, Dimitris; Dunn, Jack 34 2017 Logistic regression: from art to science. Zbl 1442.62166Bertsimas, Dimitris; King, Angela 14 2017 Robust product line design. Zbl 1364.90353Bertsimas, Dimitris; Mišić, Velibor V. 8 2017 Certifiably optimal low rank factor analysis. Zbl 1437.62216Bertsimas, Dimitris; Copenhaver, Martin S.; Mazumder, Rahul 7 2017 A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems. Zbl 1380.91089Bertsimas, Dimitris; Griffith, J. Daniel; Gupta, Vishal; Kochenderfer, Mykel J.; Mišić, Velibor V. 5 2017 Best subset selection via a modern optimization lens. Zbl 1335.62115Bertsimas, Dimitris; King, Angela; Mazumder, Rahul 117 2016 Multistage robust mixed-integer optimization with adaptive partitions. Zbl 1348.90624Bertsimas, Dimitris; Dunning, Iain 31 2016 OR forum: An algorithmic approach to linear regression. Zbl 1338.90272Bertsimas, Dimitris; King, Angela 28 2016 Duality in two-stage adaptive linear optimization: faster computation and stronger bounds. Zbl 1348.90625Bertsimas, Dimitris; de Ruiter, Frans J. C. T. 17 2016 On the power of randomization in network interdiction. Zbl 1408.91038Bertsimas, Dimitris; Nasrabadi, Ebrahim; Orlin, James B. 11 2016 Decomposable Markov decision processes: A fluid optimization approach. Zbl 1354.90164Bertsimas, Dimitris; Mišić, Velibor V. 2 2016 Design of near optimal decision rules in multistage adaptive mixed-integer optimization. Zbl 1327.90126Bertsimas, Dimitris; Georghiou, Angelos 40 2015 Data-driven estimation in equilibrium using inverse optimization. Zbl 1334.49017Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch. 27 2015 Robust queueing theory. Zbl 1327.90047Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly 15 2015 On the performance of affine policies for two-stage adaptive optimization: a geometric perspective. Zbl 1341.90094Bertsimas, Dimitris; Bidkhori, Hoda 12 2015 The power of optimization over randomization in designing experiments involving small samples. Zbl 1329.90078Bertsimas, Dimitris; Johnson, Mac; Kallus, Nathan 10 2015 A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization. Zbl 1309.90121Bertsimas, Dimitris; Goyal, Vineet; Lu, Brian Y. 10 2015 Robust fluid processing networks. Zbl 1360.90044Bertsimas, Dimitris; Nasrabadi, Ebrahim; Paschalidis, Ioannis Ch. 4 2015 Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach. Zbl 1357.90174Bertsimas, Dimitris; Takeda, Akiko 1 2015 Least quantile regression via modern optimization. Zbl 1302.62154Bertsimas, Dimitris; Mazumder, Rahul 18 2014 Robust option pricing. Zbl 1339.91112Bandi, Chaithanya; Bertsimas, Dimitris 16 2014 Optimal design for multi-item auctions: a robust optimization approach. Zbl 1312.91054Bandi, Chaithanya; Bertsimas, Dimitris 15 2014 Dynamic resource allocation: a flexible and tractable modeling framework. Zbl 1338.90158Bertsimas, Dimitris; Gupta, Shubham; Lulli, Guglielmo 7 2014 Fairness, efficiency, and flexibility in organ allocation for kidney transplantation. Zbl 1268.91086Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos 15 2013 On the approximability of adjustable robust convex optimization under uncertainty. Zbl 1285.90021Bertsimas, Dimitris; Goyal, Vineet 15 2013 Robust and adaptive network flows. Zbl 1291.90046Bertsimas, Dimitris; Nasrabadi, Ebrahim; Stiller, Sebastian 14 2013 A hybrid approach to beam angle optimization in intensity-modulated radiation therapy. Zbl 1348.90661Bertsimas, D.; Cacchiani, V.; Craft, D.; Nohadani, O. 10 2013 An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems. Zbl 1273.90198Bertsimas, Dimitris; Freund, Robert M.; Sun, Xu Andy 4 2013 Learning preferences under noise and loss aversion: an optimization approach. Zbl 1291.90302Bertsimas, Dimitris; O’Hair, Allison 2 2013 On the power and limitations of affine policies in two-stage adaptive optimization. Zbl 1267.90083Bertsimas, Dimitris; Goyal, Vineet 43 2012 Tractable stochastic analysis in high dimensions via robust optimization. Zbl 1263.90001Bandi, Michael Martin Chaithanya; Bertsimas, Dimitris 35 2012 Inverse optimization: a new perspective on the Black-Litterman model. Zbl 1260.91266Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch. 18 2012 Theory and applications of robust optimization. Zbl 1233.90259Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine 429 2011 The price of fairness. Zbl 1217.91093Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos 47 2011 A hierarchy of near-optimal policies for multistage adaptive optimization. Zbl 1368.93336Bertsimas, Dimitris; Iancu, Dan Andrei; Parrilo, Pablo A. 35 2011 A geometric characterization of the power of finite adaptability in multistage stochastic and adaptive optimization. Zbl 1218.90142Bertsimas, Dimitris; Goyal, Vineet; Sun, Xu Andy 20 2011 An integer optimization approach to large-scale air traffic flow management. Zbl 1218.90119Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo 14 2011 Performance analysis of queueing networks via robust optimization. Zbl 1233.90110Bertsimas, Dimitris; Gamarnik, David; Rikun, Alexander Anatoliy 7 2011 Optimal selection of airport runway configurations. Zbl 1241.90078Bertsimas, Dimitris; Frankovich, Michael; Odoni, Amedeo 4 2011 Models for minimax stochastic linear optimization problems with risk aversion. Zbl 1218.90215Bertsimas, Dimitris; Doan, Xuan Vinh; Natarajan, Karthik; Teo, Chung-Piaw 63 2010 Finite adaptability in multistage linear optimization. Zbl 1368.90100Bertsimas, Dimitris; Caramanis, Constantine 48 2010 Optimality of affine policies in multistage robust optimization. Zbl 1218.90216Bertsimas, Dimitris; Iancu, Dan A.; Parrilo, Pablo A. 46 2010 A soft robust model for optimization under ambiguity. Zbl 1228.90060Ben-Tal, Aharon; Bertsimas, Dimitris; Brown, David B. 40 2010 On the power of robust solutions in two-stage stochastic and adaptive optimization problems. Zbl 1218.90141Bertsimas, Dimitris; Goyal, Vineet 28 2010 Robust optimization for unconstrained simulation-based problems. Zbl 1226.90074Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng 26 2010 Nonconvex robust optimization for problems with constraints. Zbl 1243.90176Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng 22 2010 Robust optimization with simulated annealing. Zbl 1198.90402Bertsimas, Dimitris; Nohadani, Omid 12 2010 Robust and data-driven approaches to call centers. Zbl 1206.90021Bertsimas, Dimitris; Doan, Xuan Vinh 8 2010 Constructing uncertainty sets for robust linear optimization. Zbl 1228.90061Bertsimas, Dimitris; Brown, David B. 85 2009 Algorithm for cardinality-constrained quadratic optimization. Zbl 1178.90262Bertsimas, Dimitris; Shioda, Romy 71 2009 Robust multiperiod portfolio management in the presence of transaction costs. Zbl 1139.91333Bertsimas, Dimitris; Pachamanova, Dessislava 57 2008 The air traffic flow management problem: An integer optimization approach. Zbl 1143.90358Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo 5 2008 Algorithmic prediction of health-care costs. Zbl 1167.91406Bertsimas, Dimitris; Bjarnadóttir, Margrét V.; Kane, Michael A.; Kryder, J. Christian; Pandey, Rudra; Vempala, Santosh; Wang, Grant 4 2008 Approximating integrals of multivariate exponentials: A moment approach. Zbl 1160.65009Bertsimas, Dimitris; Doan, Xuan Vinh; Lasserre, Jean 3 2008 Classification and regression via integer optimization. Zbl 1167.90593Bertsimas, Dimitris; Shioda, Romy 27 2007 Constrained stochastic LQC: a tractable approach. Zbl 1366.93699Bertsimas, Dimitris; Brown, David B. 22 2007 A learning approach for interactive marketing to a customer segment. Zbl 1167.90552Bertsimas, Dimitris; Mersereau, Adam J. 13 2007 A semidefinite optimization approach to the steady-state analysis of queueing systems. Zbl 1165.90387Bertsimas, Dimitris; Natarajan, Karthik 9 2007 A robust optimization approach to inventory theory. Zbl 1167.90314Bertsimas, Dimitris; Thiele, Aurélie 100 2006 Tractable approximations to robust conic optimization problems. Zbl 1134.90026Bertsimas, Dimitris; Sim, Melvyn 53 2006 Robust game theory. Zbl 1134.91309Aghassi, Michele; Bertsimas, Dimitris 51 2006 Persistence in discrete optimization under data uncertainty. Zbl 1130.90365Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw 17 2006 Dynamic pricing: a learning approach. Zbl 1115.90061Bertsimas, Dimitris; Perakis, Georgia 11 2006 Solving asymmetric variational inequalities via convex optimization. Zbl 1254.49003Aghassi, Michele; Bertsimas, Dimitris; Perakis, Georgia 9 2006 Tight bounds on expected order statistics. Zbl 1110.62063Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw 8 2006 Bounds on linear PDEs via semidefinite optimization. Zbl 1099.90063Bertsimas, Dimitris; Caramanis, Constantine 7 2006 Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020Bertsimas, Dimitris; Popescu, Ioana 110 2005 Simulation-based booking limits for airline revenue management. Zbl 1165.90557Bertsimas, Dimitris; De Boer, Sanne 18 2005 The price of robustness. Zbl 1165.90565Bertsimas, Dimitris; Sim, Melvyn 596 2004 Robust linear optimization under general norms. Zbl 1054.90046Bertsimas, Dimitris; Pachamanova, Dessislava; Sim, Melvyn 111 2004 Shortfall as a risk measure: properties, optimization and applications. Zbl 1200.91133Bertsimas, Dimitris; Lauprete, Geoffrey J.; Samarov, Alexander 39 2004 Solving convex programs by random walks. Zbl 1204.90074Bertsimas, Dimitris; Vempala, Santosh 32 2004 Probabilistic combinatorial optimization: moments, semidefinite programming, and asymptotic bounds. Zbl 1077.90047Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw 19 2004 A robust optimization approach to supply chain management. Zbl 1092.90521Bertsimas, Dimitris; Thiele, Aurélie 17 2004 ...and 78 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 4,639 Authors 82 Bertsimas, Dimitris John 32 Goerigk, Marc 32 Jeyakumar, Vaithilingam 26 Li, Guoyin 24 Poss, Michael 21 Kuhn, Daniel 20 den Hertog, Dick 17 Chuong, Thai Doan 17 Schöbel, Anita 14 Mehrotra, Sanjay 14 Murat, Cécile 13 Ben-Tal, Aharon 13 Carrizosa, Emilio 13 Pinar, Mustafa Çelebi 13 Wiesemann, Wolfram 12 Atamtürk, Alper 12 Chassein, André B. 12 Koster, Arie M. C. A. 12 Natarajan, Karthik 11 Chan, Timothy C. Y. 11 Kasperski, Adam 11 Puerto Albandoz, Justo 11 Thiele, Aurélie C. 11 Whitt, Ward 11 Zieliński, Paweł 10 Buchheim, Christoph 10 Delage, Erick 10 Escudero, Laureano Fernando 10 Goyal, Vineet 10 Jaillet, Patrick 10 Mazumder, Rahul 10 Paschos, Vangelis Th. 10 Penrose, Mathew D. 10 Sim, Melvyn 10 Takano, Yuichi 10 Teo, Chungpiaw 9 Gotoh, Jun-ya 9 Lee, Gue Myung 9 Pardalos, Panos M. 9 Sun, Jie 9 Williamson, David P. 9 Xu, Huifu 9 Ye, Yinyu 8 Alonso-Ayuso, Antonio 8 Bauso, Dario 8 Büsing, Christina 8 Gabrel, Virginie 8 Garatti, Simone 8 Gendreau, Michel 8 Georghiou, Angelos 8 Ghate, Archis 8 Gómez, Andrés 8 Hanasusanto, Grani A. 8 Kurtz, Jannis 8 Lam, Henry 8 Laporte, Gilbert 8 Lasserre, Jean-Bernard 8 Li, Duan 8 Nace, Dritan 8 Rustem, Berc 8 Zuluaga, Luis Fernando 7 Agra, Agostinho 7 Boyd, Stephen Poythress 7 Gamarnik, David 7 Goberna, Miguel Angel 7 Kwon, Roy H. 7 Lee, Taewoo 7 Liers, Frauke 7 Luedtke, James R. 7 Postek, Krzysztof 7 Salahi, Maziar 7 Sun, Hailin 7 Sun, Xiangkai 7 Teo, Kok Lay 7 Uryasev, Stan 7 Van Parys, Bart P. G. 7 Wangkeeree, Rabian 7 Weiss, Gideon 7 Yukich, Joseph Elliott 6 Álvarez-Miranda, Eduardo 6 Bandi, Chaithanya 6 Berman, Oded 6 Blanco, Víctor 6 Bruneel, Herwig 6 Campi, Marco Claudio 6 Conejo, Antonio J. 6 Fernández, Elena 6 Gounaris, Chrysanthos E. 6 Jiang, Ruiwei 6 Klopfenstein, Olivier 6 Lee, Kyungsik 6 Ling, Aifan 6 Lisser, Abdel 6 Ordóñez, Fernando 6 Ouorou, Adam 6 Paschalidis, Ioannis Ch. 6 Pauphilet, Jean 6 Pesenti, Raffaele 6 Romero Morales, Dolores 6 Schwartz, Alexandra ...and 4,539 more Authors all top 5 Cited in 289 Serials 410 European Journal of Operational Research 167 Computers & Operations Research 129 Mathematical Programming. Series A. 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Journal of Mathematical Modelling and Algorithms 8 Advances in Applied Probability 8 The Annals of Statistics 8 Discrete Event Dynamic Systems 8 Stochastic Processes and their Applications 8 Computational and Applied Mathematics 8 Mathematical Programming Computation 7 International Journal of Control 7 Physica A 7 Systems & Control Letters 7 Asia-Pacific Journal of Operational Research 7 Positivity 7 Probability in the Engineering and Informational Sciences 7 Mathematics and Financial Economics 6 Information Sciences 6 Naval Research Logistics 6 Mathematical and Computer Modelling 6 SIAM Journal on Discrete Mathematics 6 Theory of Computing Systems 6 International Journal of Theoretical and Applied Finance 6 Journal of the Operations Research Society of China 5 Artificial Intelligence 5 Information Processing Letters 5 The Annals of Probability 5 Fuzzy Sets and Systems 5 Statistics & Probability Letters 5 International Journal of Production Research 5 Acta Mathematicae Applicatae Sinica. English Series 5 Japan Journal of Industrial and Applied Mathematics 5 Computational Statistics 5 SIAM Review 5 International Journal of Robust and Nonlinear Control 5 Cybernetics and Systems Analysis 5 Journal of Systems Science and Complexity 5 North American Actuarial Journal 5 Asia-Pacific Financial Markets 5 Decision Analysis 4 Journal of Mathematical Analysis and Applications 4 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 4 Numerical Functional Analysis and Optimization 4 SIAM Journal on Control and Optimization 4 Stochastic Analysis and Applications 4 Probability Theory and Related Fields 4 Journal of Economic Dynamics & Control 4 Numerical Algorithms 4 Finance and Stochastics 4 European Series in Applied and Industrial Mathematics (ESAIM): Control, Optimization and Calculus of Variations 4 Vietnam Journal of Mathematics ...and 189 more Serials all top 5 Cited in 45 Fields 2,248 Operations research, mathematical programming (90-XX) 526 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 278 Probability theory and stochastic processes (60-XX) 248 Computer science (68-XX) 237 Statistics (62-XX) 140 Numerical analysis (65-XX) 133 Systems theory; control (93-XX) 93 Calculus of variations and optimal control; optimization (49-XX) 84 Combinatorics (05-XX) 28 Biology and other natural sciences (92-XX) 21 Convex and discrete geometry (52-XX) 18 Information and communication theory, circuits (94-XX) 16 Partial differential equations (35-XX) 15 Statistical mechanics, structure of matter (82-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 7 Functional analysis (46-XX) 6 Dynamical systems and ergodic theory (37-XX) 5 Approximations and expansions (41-XX) 5 Mechanics of deformable solids (74-XX) 5 Fluid mechanics (76-XX) 4 Algebraic geometry (14-XX) 4 Measure and integration (28-XX) 4 Integral transforms, operational calculus (44-XX) 4 Operator theory (47-XX) 3 Mathematical logic and foundations (03-XX) 3 Commutative algebra (13-XX) 3 Real functions (26-XX) 3 Geometry (51-XX) 3 Geophysics (86-XX) 2 Functions of a complex variable (30-XX) 2 Optics, electromagnetic theory (78-XX) 2 Quantum theory (81-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Field theory and polynomials (12-XX) 1 Associative rings and algebras (16-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Ordinary differential equations (34-XX) 1 Difference and functional equations (39-XX) 1 Sequences, series, summability (40-XX) 1 Differential geometry (53-XX) 1 Algebraic topology (55-XX) 1 Manifolds and cell complexes (57-XX) 1 Global analysis, analysis on manifolds (58-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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