×

Bertsimas, Dimitris John

Author ID: bertsimas.dimitris-j Recent zbMATH articles by "Bertsimas, Dimitris John"
Published as: Bertsimas, Dimitris; Bertsimas, Dimitris J.; Bertsimas, Dimitris.; Bertsimas, D.
Homepage: http://www.mit.edu/~dbertsim/
External Links: MGP · ORCID · Wikidata · Google Scholar · ResearchGate · dblp · GND · IdRef
all top 5

Co-Authors

6 single-authored
14 Pauphilet, Jean
13 Teo, Chungpiaw
12 Cory-Wright, Ryan
9 Paschalidis, Ioannis Ch.
9 Tsitsiklis, John N.
8 Odoni, Amedeo R.
6 Digalakis, Vassilis jun.
6 Gamarnik, David
6 Li, Michael Lingzhi
6 Nohadani, Omid
6 Van Parys, Bart P. G.
5 den Hertog, Dick
5 Goyal, Vineet
5 Gupta, Vishal
5 Kallus, Nathan
5 Natarajan, Karthik
5 Niño-Mora, José
5 Vohra, Rakesh V.
4 Avram, Florin
4 Bandi, Chaithanya
4 Brown, David B.
4 Dunn, Jack
4 Mazumder, Rahul
4 Mišić, Velibor V.
4 Mourtzinou, Georgia
4 Orfanoudaki, Agni
4 Sim, Melvyn
4 Stellato, Bartolomeo
4 van Ryzin, Garrett J.
3 Caramanis, Constantine
3 Copenhaver, Martin S.
3 Doan, Xuan Vinh
3 Goemans, Michel Xavier
3 Jaillet, Patrick
3 King, Angela
3 Lulli, Guglielmo
3 Nakazato, Daisuke
3 Nasrabadi, Ebrahim
3 Papaconstantinou, Xenophon A.
3 Pawlowski, Colin
3 Perakis, Georgia
3 Peterson, Michael D.
3 Sethuraman, Jayachandran
3 Shtern, Shimrit
3 Sturt, Bradley
3 Trichakis, Nikolaos
3 Vempala, Santosh S.
3 Wiberg, Holly
3 Youssef, Nataly
2 Aghassi, Michele
2 Berk, Lauren
2 Delarue, Arthur
2 Dunning, Iain
2 Farias, Vivek F.
2 Georghiou, Angelos
2 Iancu, Dan Andrei
2 Jacquillat, Alexandre
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 Paskov, Ivan
2 Popescu, Ioana
2 Shioda, Romy
2 Skali Lami, Omar
2 Stock Patterson, Sarah
2 Sun, Xu Andy
2 Teo, Kwong Meng
2 Thiele, Aurélie C.
2 Vranas, Peter B. M.
2 Weinstein, Alexander M.
2 Yan, Julia
1 Andrianesis, Panagiotis
1 Bandi, Hari
1 Bandi, Michael Martin Chaithanya
1 Ben-Tal, Aharon
1 Berman, Oded
1 Bidkhori, Hoda
1 Bjarnadóttir, Margrét V.
1 Boix, Xavier
1 Brynjolfsson, Erik
1 Cacchiani, Valentina
1 Caramanis, Michael C.
1 Chervi, Philippe
1 Chryssikou, Thalia
1 Craft, David L.
1 de Boer, Sanne V.
1 de Ruiter, Frans J. C. T.
1 Demir, Ramazan
1 Fajemisin, Adejuyigbe O.
1 Frankovich, Michael
1 Freund, Robert M.
1 Gibson, Emma
1 Griffith, J. Daniel
1 Grigni, Michelangelo
1 Gupta, Shubham
...and 43 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

189 Publications have been cited 5,201 times in 3,161 Documents Cited by Year
The price of robustness. Zbl 1165.90565
Bertsimas, Dimitris; Sim, Melvyn
681
2004
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
489
2011
Robust discrete optimization and network flows. Zbl 1082.90067
Bertsimas, Dimitris; Sim, Melvyn
338
2003
Best subset selection via a modern optimization lens. Zbl 1335.62115
Bertsimas, Dimitris; King, Angela; Mazumder, Rahul
152
2016
Optimal inequalities in probability theory: A convex optimization approach. Zbl 1077.60020
Bertsimas, Dimitris; Popescu, Ioana
117
2005
Robust linear optimization under general norms. Zbl 1054.90046
Bertsimas, Dimitris; Pachamanova, Dessislava; Sim, Melvyn
117
2004
A robust optimization approach to inventory theory. Zbl 1167.90314
Bertsimas, Dimitris; Thiele, Aurélie
111
2006
Data-driven robust optimization. Zbl 1397.90298
Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan
94
2018
Constructing uncertainty sets for robust linear optimization. Zbl 1228.90061
Bertsimas, Dimitris; Brown, David B.
92
2009
Algorithm for cardinality-constrained quadratic optimization. Zbl 1178.90262
Bertsimas, Dimitris; Shioda, Romy
79
2009
A vehicle routing problem with stochastic demand. Zbl 0764.90030
Bertsimas, Dimitris J.
77
1992
Models for minimax stochastic linear optimization problems with risk aversion. Zbl 1218.90215
Bertsimas, Dimitris; Doan, Xuan Vinh; Natarajan, Karthik; Teo, Chung-Piaw
71
2010
The price of fairness. Zbl 1217.91093
Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos
60
2011
On the relation between option and stock prices: A convex optimization approach. Zbl 1163.91382
Bertsimas, Dimitris; Popescu, Ioana
60
2002
Robust multiperiod portfolio management in the presence of transaction costs. Zbl 1139.91333
Bertsimas, Dimitris; Pachamanova, Dessislava
59
2008
A priori optimization. Zbl 0721.90062
Bertsimas, Dimitris J.; Jaillet, Patrick; Odoni, Amedeo R.
57
1990
Tractable approximations to robust conic optimization problems. Zbl 1134.90026
Bertsimas, Dimitris; Sim, Melvyn
55
2006
Robust game theory. Zbl 1134.91309
Aghassi, Michele; Bertsimas, Dimitris
54
2006
Optimal classification trees. Zbl 1455.68159
Bertsimas, Dimitris; Dunn, Jack
53
2017
Optimality of affine policies in multistage robust optimization. Zbl 1218.90216
Bertsimas, Dimitris; Iancu, Dan A.; Parrilo, Pablo A.
53
2010
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
53
2010
A new generation of vehicle routing research: Robust algorithms, addressing uncertainty. Zbl 0855.90053
Bertsimas, Dimitris J.; Simchi-Levi, David
52
1996
On the power and limitations of affine policies in two-stage adaptive optimization. Zbl 1267.90083
Bertsimas, Dimitris; Goyal, Vineet
50
2012
A stochastic and dynamic vehicle routing problem in the Euclidean plane. Zbl 0736.90027
Bertsimas, Dimitris J.; van Ryzin, Garrett
50
1991
On central limit theorems in geometrical probability. Zbl 0784.60015
Avram, Florin; Bertsimas, Dimitris
45
1993
Survivable networks, linear programming relaxations and the parsimonious property. Zbl 0790.90072
Goemans, Michel X.; Bertsimas, Dimitris J.
44
1993
Design of near optimal decision rules in multistage adaptive mixed-integer optimization. Zbl 1327.90126
Bertsimas, Dimitris; Georghiou, Angelos
44
2015
A soft robust model for optimization under ambiguity. Zbl 1228.90060
Ben-Tal, Aharon; Bertsimas, Dimitris; Brown, David B.
44
2010
Shortfall as a risk measure: properties, optimization and applications. Zbl 1200.91133
Bertsimas, Dimitris; Lauprete, Geoffrey J.; Samarov, Alexander
44
2004
Sparse high-dimensional regression: exact scalable algorithms and phase transitions. Zbl 1444.62094
Bertsimas, Dimitris; van Parys, Bart
42
2020
Tractable stochastic analysis in high dimensions via robust optimization. Zbl 1263.90001
Bandi, Michael Martin Chaithanya; Bertsimas, Dimitris
38
2012
A hierarchy of near-optimal policies for multistage adaptive optimization. Zbl 1368.93336
Bertsimas, Dimitris; Iancu, Dan Andrei; Parrilo, Pablo A.
36
2011
Conservation laws, extended polymatroids and multiarmed bandit problems; a polyhedral approach to indexable systems. Zbl 0857.90055
Bertsimas, Dimitris; Niño-Mora, José
35
1996
Robust sample average approximation. Zbl 1432.90168
Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan
35
2018
Solving convex programs by random walks. Zbl 1204.90074
Bertsimas, Dimitris; Vempala, Santosh
35
2004
Multistage robust mixed-integer optimization with adaptive partitions. Zbl 1348.90624
Bertsimas, Dimitris; Dunning, Iain
34
2016
Stochastic and dynamic vehicle routing in the Euclidean plane with multiple capacitated vehicles. Zbl 0776.90018
van Ryzin, Garrett; Bertsimas, Dimitris J.
34
1993
OR forum: An algorithmic approach to linear regression. Zbl 1338.90272
Bertsimas, Dimitris; King, Angela
33
2016
Classification and regression via integer optimization. Zbl 1167.90593
Bertsimas, Dimitris; Shioda, Romy
31
2007
Hedging derivative securities and incomplete markets: an \(\varepsilon\)-arbitrage approach. Zbl 1163.91381
Bertsimas, Dimitris; Kogan, Leonid; Lo, Andrew W.
31
2001
The air traffic flow management problem with enroute capacities. Zbl 0996.90010
Bertsimas, Dimitris; Stock Patterson, Sarah
30
1998
Data-driven estimation in equilibrium using inverse optimization. Zbl 1334.49017
Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch.
29
2015
On the power of robust solutions in two-stage stochastic and adaptive optimization problems. Zbl 1218.90141
Bertsimas, Dimitris; Goyal, Vineet
28
2010
An approximate dynamic programming approach to multidimensional knapsack problems. Zbl 1232.90322
Bertsimas, Dimitris; Demir, Ramazan
27
2002
Characterization of the equivalence of robustification and regularization in linear and matrix regression. Zbl 1403.62040
Bertsimas, Dimitris; Copenhaver, Martin S.
27
2018
Robust optimization for unconstrained simulation-based problems. Zbl 1226.90074
Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng
26
2010
Computational approaches to stochastic vehicle routing problems. Zbl 0853.90037
Bertsimas, Dimitris; Chervi, Philippe; Peterson, Michael
25
1995
Further results on the probabilistic traveling salesman problem. Zbl 0776.90082
Bertsimas, Dimitris; Howell, Louis H.
25
1993
Optimization of multiclass queueing networks: Polyhedral and nonlinear characterizations of achievable performance. Zbl 0797.60079
Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N.
24
1994
Locating discretionary service facilities. II: Maximizing market size, minimizing inconvenience. Zbl 0862.90086
Berman, Oded; Bertsimas, Dimitris; Larson, Richard C.
22
1995
Nonconvex robust optimization for problems with constraints. Zbl 1243.90176
Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng
22
2010
Constrained stochastic LQC: a tractable approach. Zbl 1366.93699
Bertsimas, Dimitris; Brown, David B.
22
2007
Probabilistic combinatorial optimization: moments, semidefinite programming, and asymptotic bounds. Zbl 1077.90047
Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw
21
2004
Least quantile regression via modern optimization. Zbl 1302.62154
Bertsimas, Dimitris; Mazumder, Rahul
21
2014
Fluid models of sequencing problems in open queueing networks; an optimal control approach. Zbl 0837.60083
Avram, Florin; Bertsimas, Dimitris; Ricard, Michael
20
1995
A geometric characterization of the power of finite adaptability in multistage stochastic and adaptive optimization. Zbl 1218.90142
Bertsimas, Dimitris; Goyal, Vineet; Sun, Xu Andy
20
2011
Simulation-based booking limits for airline revenue management. Zbl 1165.90557
Bertsimas, Dimitris; De Boer, Sanne
20
2005
Inverse optimization: a new perspective on the Black-Litterman model. Zbl 1260.91266
Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch.
20
2012
The minimum spanning tree constant in geometrical probability and under the independent model: A unified approach. Zbl 0755.60011
Avram, Florin; Bertsimas, Dimitris
19
1992
A robust optimization approach to supply chain management. Zbl 1092.90521
Bertsimas, Dimitris; Thiele, Aurélie
19
2004
Binary decision rules for multistage adaptive mixed-integer optimization. Zbl 1391.90437
Bertsimas, Dimitris; Georghiou, Angelos
19
2018
Duality in two-stage adaptive linear optimization: faster computation and stronger bounds. Zbl 1348.90625
Bertsimas, Dimitris; de Ruiter, Frans J. C. T.
19
2016
Logistic regression: from art to science. Zbl 1442.62166
Bertsimas, Dimitris; King, Angela
19
2017
Robust and adaptive network flows. Zbl 1291.90046
Bertsimas, Dimitris; Nasrabadi, Ebrahim; Stiller, Sebastian
19
2013
Semidefinite relaxations, multivariate normal distributions, and order statistics. Zbl 1052.90594
Bertsimas, Dimitris; Ye, Yinyu
19
1998
Fairness, efficiency, and flexibility in organ allocation for kidney transplantation. Zbl 1268.91086
Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos
19
2013
The distributional Little’s law and its applications. Zbl 0837.90048
Bertsimas, Dimitris; Nakazato, Daisuke
18
1995
Persistence in discrete optimization under data uncertainty. Zbl 1130.90365
Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw
18
2006
Robust option pricing. Zbl 1339.91112
Bandi, Chaithanya; Bertsimas, Dimitris
18
2014
Robust queueing theory. Zbl 1327.90047
Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly
18
2015
A new algorithm for state-constrained separated continuous linear programs. Zbl 0921.49023
Luo, Xiaodong; Bertsimas, Dimitris
18
1999
When is time continuous? Zbl 0976.91053
Bertsimas, Dimitris; Kogan, Leonid; Lo, Andrew W.
18
2001
Simulated annealing. Zbl 0764.60073
Bertsimas, Dimitris; Tsitsiklis, John
17
1992
An analytic approach to a general class of G/G/s queueing systems. Zbl 0703.60092
Bertsimas, Dimitris
17
1990
An integer optimization approach to large-scale air traffic flow management. Zbl 1218.90119
Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo
17
2011
Performance of multiclass Markovian queueing networks via piecewise linear Lyapunov functions. Zbl 1012.60082
Bertsimas, Dimitris; Gamarnik, David; Tsitsiklis, John N.
17
2001
Probabilistic service level guarantees in make-to-stock manufacturing systems. Zbl 1163.90416
Bertsimas, Dimitris; Paschalidis, Ioannis Ch.
17
2001
The probabilistic minimum spanning tree problem. Zbl 0702.90089
Bertsimas, Dimitris J.
16
1990
Traveling salesman facility location problems. Zbl 0682.90039
Bertsimas, Dimitris J.
16
1989
Restless bandits, linear programming relaxations, and a primal-dual index heuristic. Zbl 1106.90383
Bertsimas, Dimitris; Niño-Mora, José
16
2000
Sparse regression: scalable algorithms and empirical performance. Zbl 07307186
Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart
16
2020
Optimal design for multi-item auctions: a robust optimization approach. Zbl 1312.91054
Bandi, Chaithanya; Bertsimas, Dimitris
15
2014
Rounding algorithms for covering problems. Zbl 0894.90121
Bertsimas, Dimitris; Vohra, Rakesh
15
1998
On dependent randomized rounding algorithms. Zbl 0954.90025
Bertsimas, Dimitris; Teo, Chungpiaw; Vohra, Rakesh
15
1999
Robust optimization with simulated annealing. Zbl 1198.90402
Bertsimas, Dimitris; Nohadani, Omid
15
2010
A hybrid approach to beam angle optimization in intensity-modulated radiation therapy. Zbl 1348.90661
Bertsimas, D.; Cacchiani, V.; Craft, D.; Nohadani, O.
13
2013
On the approximability of adjustable robust convex optimization under uncertainty. Zbl 1285.90021
Bertsimas, Dimitris; Goyal, Vineet
13
2013
A learning approach for interactive marketing to a customer segment. Zbl 1167.90552
Bertsimas, Dimitris; Mersereau, Adam J.
13
2007
On the power of randomization in network interdiction. Zbl 1408.91038
Bertsimas, Dimitris; Nasrabadi, Ebrahim; Orlin, James B.
13
2016
Asymptotically optimal algorithms for job shop scheduling and packet routing. Zbl 0944.68006
Bertsimas, Dimitris; Gamarnik, David
13
1999
Stability conditions for multiclass fluid queueing networks. Zbl 0870.90061
Bertsimas, Dimitris; Gamarnik, David; Tsitsiklis, John N.
12
1996
Dynamic pricing: a learning approach. Zbl 1115.90061
Bertsimas, Dimitris; Perakis, Georgia
12
2006
On the large deviations behavior of acyclic networks of \(G/G/1\) queues. Zbl 0973.90012
Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N.
12
1998
On the performance of affine policies for two-stage adaptive optimization: a geometric perspective. Zbl 1341.90094
Bertsimas, Dimitris; Bidkhori, Hoda
12
2015
The power of optimization over randomization in designing experiments involving small samples. Zbl 1329.90078
Bertsimas, Dimitris; Johnson, Mac; Kallus, Nathan
12
2015
Large deviations analysis of the generalized processor sharing policy. Zbl 0937.68011
Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N.
12
1999
Transient laws of non-stationary queueing systems and their applications. Zbl 0894.60087
Bertsimas, Dimitris; Mourtzinou, Georgia
11
1997
Stochastic and dynamic vehicle routing with general demand and interarrival time distributions. Zbl 0784.60016
Bertsimas, Dimitris J.; van Ryzin, Garrett
11
1993
From fluid relaxations to practical algorithms for job shop scheduling: The makespan objective. Zbl 1040.90014
Bertsimas, Dimitris; Sethuraman, Jay
11
2002
Asymptotic buffer overflow probabilities in multiclass multiplexers: An optimal control approach. Zbl 0949.93078
Bertsimas, Dimitris; Paschalidis, Ioannis Ch.; Tsitsiklis, John N.
11
1998
Dynamic optimization with side information. Zbl 1524.90234
Bertsimas, Dimitris; McCord, Christopher; Sturt, Bradley
5
2023
A scalable algorithm for sparse portfolio selection. Zbl 07552219
Bertsimas, Dimitris; Cory-Wright, Ryan
10
2022
Technical note – two-stage sample robust optimization. Zbl 1485.90077
Bertsimas, Dimitris; Shtern, Shimrit; Sturt, Bradley
6
2022
Online mixed-integer optimization in milliseconds. Zbl 07587567
Bertsimas, Dimitris; Stellato, Bartolomeo
5
2022
Bootstrap robust prescriptive analytics. Zbl 1504.90076
Bertsimas, Dimitris; Van Parys, Bart
4
2022
Solving large-scale sparse PCA to certifiable (near) optimality. Zbl 07625166
Bertsimas, Dimitris; Cory-Wright, Ryan; Pauphilet, Jean
3
2022
Data-driven optimization: a reproducing kernel Hilbert space approach. Zbl 1485.90131
Bertsimas, Dimitris; Koduri, Nihal
1
2022
Sparse regression over clusters: SparClur. Zbl 1487.90480
Bertsimas, Dimitris; Dunn, Jack; Kapelevich, Lea; Zhang, Rebecca
1
2022
Mixed-projection conic optimization: a new paradigm for modeling rank constraints. Zbl 1510.90259
Bertsimas, Dimitris; Cory-Wright, Ryan; Pauphilet, Jean
1
2022
The backbone method for ultra-high dimensional sparse machine learning. Zbl 07570155
Bertsimas, Dimitris; Digalakis, Vassilis jun.
1
2022
A unified approach to mixed-integer optimization problems with logical constraints. Zbl 1479.90138
Bertsimas, Dimitris; Cory-Wright, Ryan; Pauphilet, Jean
10
2021
The voice of optimization. Zbl 07432802
Bertsimas, Dimitris; Stellato, Bartolomeo
7
2021
Sparse classification: a scalable discrete optimization perspective. Zbl 07465779
Bertsimas, Dimitris; Pauphilet, Jean; Van Parys, Bart
5
2021
Sparse convex regression. Zbl 07362315
Bertsimas, Dimitris; Mundru, Nishanth
4
2021
Interpretable clustering: an optimization approach. Zbl 07432799
Bertsimas, Dimitris; Orfanoudaki, Agni; Wiberg, Holly
3
2021
Probabilistic guarantees in robust optimization. Zbl 1481.90238
Bertsimas, Dimitris; den Hertog, Dick; Pauphilet, Jean
1
2021
Sparse high-dimensional regression: exact scalable algorithms and phase transitions. Zbl 1444.62094
Bertsimas, Dimitris; van Parys, Bart
42
2020
Sparse regression: scalable algorithms and empirical performance. Zbl 07307186
Bertsimas, Dimitris; Pauphilet, Jean; van Parys, Bart
16
2020
On polyhedral and second-order cone decompositions of semidefinite optimization problems. Zbl 1525.90320
Bertsimas, Dimitris; Cory-Wright, Ryan
4
2020
Certifiably optimal sparse inverse covariance estimation. Zbl 1491.90103
Bertsimas, Dimitris; Lamperski, Jourdain; Pauphilet, Jean
3
2020
Scalable holistic linear regression. Zbl 1525.62031
Bertsimas, Dimitris; Li, Michael Lingzhi
2
2020
Relative robust and adaptive optimization. Zbl 07290854
Bertsimas, Dimitris; Dunning, Iain
2
2020
Fast exact matrix completion: a unified optimization framework for matrix completion. Zbl 07306912
Bertsimas, Dimitris; Li, Michael Lingzhi
2
2020
Stochastic optimization in supply chain networks: averaging robust solutions. Zbl 1444.90088
Bertsimas, Dimitris; Youssef, Nataly
1
2020
Computation of exact bootstrap confidence intervals: complexity and deterministic algorithms. Zbl 1445.90025
Bertsimas, Dimitris; Sturt, Bradley
1
2020
Exact first-choice product line optimization. Zbl 1444.90071
Bertsimas, Dimitris; Mišić, Velibor V.
8
2019
Certifiably optimal sparse principal component analysis. Zbl 1435.62214
Berk, Lauren; Bertsimas, Dimitris
7
2019
Travel time estimation in the age of big data. Zbl 1444.90022
Bertsimas, Dimitris; Delarue, Arthur; Jaillet, Patrick; Martin, Sébastien
3
2019
Robust and stochastic formulations for ambulance deployment and dispatch. Zbl 1430.90057
Bertsimas, Dimitris; Ng, Yeesian
2
2019
Covariate-adaptive optimization in online clinical trials. Zbl 1457.62335
Bertsimas, Dimitris; Korolko, Nikita; Weinstein, Alexander M.
2
2019
Data-driven robust optimization. Zbl 1397.90298
Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan
94
2018
Robust sample average approximation. Zbl 1432.90168
Bertsimas, Dimitris; Gupta, Vishal; Kallus, Nathan
35
2018
Characterization of the equivalence of robustification and regularization in linear and matrix regression. Zbl 1403.62040
Bertsimas, Dimitris; Copenhaver, Martin S.
27
2018
Binary decision rules for multistage adaptive mixed-integer optimization. Zbl 1391.90437
Bertsimas, Dimitris; Georghiou, Angelos
19
2018
Robust transient analysis of multi-server queueing systems and feed-forward networks. Zbl 1397.90104
Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly
4
2018
From predictive methods to missing data imputation: an optimization approach. Zbl 1473.62021
Bertsimas, Dimitris; Pawlowski, Colin; Zhuo, Ying Daisy
2
2018
Optimal classification trees. Zbl 1455.68159
Bertsimas, Dimitris; Dunn, Jack
53
2017
Logistic regression: from art to science. Zbl 1442.62166
Bertsimas, Dimitris; King, Angela
19
2017
Robust product line design. Zbl 1364.90353
Bertsimas, Dimitris; Mišić, Velibor V.
8
2017
Certifiably optimal low rank factor analysis. Zbl 1437.62216
Bertsimas, Dimitris; Copenhaver, Martin S.; Mazumder, Rahul
8
2017
A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems. Zbl 1380.91089
Bertsimas, Dimitris; Griffith, J. Daniel; Gupta, Vishal; Kochenderfer, Mykel J.; Mišić, Velibor V.
6
2017
Best subset selection via a modern optimization lens. Zbl 1335.62115
Bertsimas, Dimitris; King, Angela; Mazumder, Rahul
152
2016
Multistage robust mixed-integer optimization with adaptive partitions. Zbl 1348.90624
Bertsimas, Dimitris; Dunning, Iain
34
2016
OR forum: An algorithmic approach to linear regression. Zbl 1338.90272
Bertsimas, Dimitris; King, Angela
33
2016
Duality in two-stage adaptive linear optimization: faster computation and stronger bounds. Zbl 1348.90625
Bertsimas, Dimitris; de Ruiter, Frans J. C. T.
19
2016
On the power of randomization in network interdiction. Zbl 1408.91038
Bertsimas, Dimitris; Nasrabadi, Ebrahim; Orlin, James B.
13
2016
Decomposable Markov decision processes: A fluid optimization approach. Zbl 1354.90164
Bertsimas, Dimitris; Mišić, Velibor V.
4
2016
Design of near optimal decision rules in multistage adaptive mixed-integer optimization. Zbl 1327.90126
Bertsimas, Dimitris; Georghiou, Angelos
44
2015
Data-driven estimation in equilibrium using inverse optimization. Zbl 1334.49017
Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch.
29
2015
Robust queueing theory. Zbl 1327.90047
Bandi, Chaithanya; Bertsimas, Dimitris; Youssef, Nataly
18
2015
On the performance of affine policies for two-stage adaptive optimization: a geometric perspective. Zbl 1341.90094
Bertsimas, Dimitris; Bidkhori, Hoda
12
2015
The power of optimization over randomization in designing experiments involving small samples. Zbl 1329.90078
Bertsimas, Dimitris; Johnson, Mac; Kallus, Nathan
12
2015
A tight characterization of the performance of static solutions in two-stage adjustable robust linear optimization. Zbl 1309.90121
Bertsimas, Dimitris; Goyal, Vineet; Lu, Brian Y.
10
2015
Robust fluid processing networks. Zbl 1360.90044
Bertsimas, Dimitris; Nasrabadi, Ebrahim; Paschalidis, Ioannis Ch.
4
2015
Optimizing over coherent risk measures and non-convexities: a robust mixed integer optimization approach. Zbl 1357.90174
Bertsimas, Dimitris; Takeda, Akiko
1
2015
OR forum: Tenure analytics: models for predicting research impact. Zbl 1347.90012
Bertsimas, Dimitris; Brynjolfsson, Erik; Reichman, Shachar; Silberholz, John
1
2015
Least quantile regression via modern optimization. Zbl 1302.62154
Bertsimas, Dimitris; Mazumder, Rahul
21
2014
Robust option pricing. Zbl 1339.91112
Bandi, Chaithanya; Bertsimas, Dimitris
18
2014
Optimal design for multi-item auctions: a robust optimization approach. Zbl 1312.91054
Bandi, Chaithanya; Bertsimas, Dimitris
15
2014
Dynamic resource allocation: a flexible and tractable modeling framework. Zbl 1338.90158
Bertsimas, Dimitris; Gupta, Shubham; Lulli, Guglielmo
8
2014
Robust and adaptive network flows. Zbl 1291.90046
Bertsimas, Dimitris; Nasrabadi, Ebrahim; Stiller, Sebastian
19
2013
Fairness, efficiency, and flexibility in organ allocation for kidney transplantation. Zbl 1268.91086
Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos
19
2013
A hybrid approach to beam angle optimization in intensity-modulated radiation therapy. Zbl 1348.90661
Bertsimas, D.; Cacchiani, V.; Craft, D.; Nohadani, O.
13
2013
On the approximability of adjustable robust convex optimization under uncertainty. Zbl 1285.90021
Bertsimas, Dimitris; Goyal, Vineet
13
2013
An accelerated first-order method for solving SOS relaxations of unconstrained polynomial optimization problems. Zbl 1273.90198
Bertsimas, Dimitris; Freund, Robert M.; Sun, Xu Andy
4
2013
Learning preferences under noise and loss aversion: an optimization approach. Zbl 1291.90302
Bertsimas, Dimitris; O’Hair, Allison
2
2013
On the power and limitations of affine policies in two-stage adaptive optimization. Zbl 1267.90083
Bertsimas, Dimitris; Goyal, Vineet
50
2012
Tractable stochastic analysis in high dimensions via robust optimization. Zbl 1263.90001
Bandi, Michael Martin Chaithanya; Bertsimas, Dimitris
38
2012
Inverse optimization: a new perspective on the Black-Litterman model. Zbl 1260.91266
Bertsimas, Dimitris; Gupta, Vishal; Paschalidis, Ioannis Ch.
20
2012
Theory and applications of robust optimization. Zbl 1233.90259
Bertsimas, Dimitris; Brown, David B.; Caramanis, Constantine
489
2011
The price of fairness. Zbl 1217.91093
Bertsimas, Dimitris; Farias, Vivek F.; Trichakis, Nikolaos
60
2011
A hierarchy of near-optimal policies for multistage adaptive optimization. Zbl 1368.93336
Bertsimas, Dimitris; Iancu, Dan Andrei; Parrilo, Pablo A.
36
2011
A geometric characterization of the power of finite adaptability in multistage stochastic and adaptive optimization. Zbl 1218.90142
Bertsimas, Dimitris; Goyal, Vineet; Sun, Xu Andy
20
2011
An integer optimization approach to large-scale air traffic flow management. Zbl 1218.90119
Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo
17
2011
Performance analysis of queueing networks via robust optimization. Zbl 1233.90110
Bertsimas, Dimitris; Gamarnik, David; Rikun, Alexander Anatoliy
7
2011
Optimal selection of airport runway configurations. Zbl 1241.90078
Bertsimas, Dimitris; Frankovich, Michael; Odoni, Amedeo
5
2011
Models for minimax stochastic linear optimization problems with risk aversion. Zbl 1218.90215
Bertsimas, Dimitris; Doan, Xuan Vinh; Natarajan, Karthik; Teo, Chung-Piaw
71
2010
Optimality of affine policies in multistage robust optimization. Zbl 1218.90216
Bertsimas, Dimitris; Iancu, Dan A.; Parrilo, Pablo A.
53
2010
Finite adaptability in multistage linear optimization. Zbl 1368.90100
Bertsimas, Dimitris; Caramanis, Constantine
53
2010
A soft robust model for optimization under ambiguity. Zbl 1228.90060
Ben-Tal, Aharon; Bertsimas, Dimitris; Brown, David B.
44
2010
On the power of robust solutions in two-stage stochastic and adaptive optimization problems. Zbl 1218.90141
Bertsimas, Dimitris; Goyal, Vineet
28
2010
Robust optimization for unconstrained simulation-based problems. Zbl 1226.90074
Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng
26
2010
Nonconvex robust optimization for problems with constraints. Zbl 1243.90176
Bertsimas, Dimitris; Nohadani, Omid; Teo, Kwong Meng
22
2010
Robust optimization with simulated annealing. Zbl 1198.90402
Bertsimas, Dimitris; Nohadani, Omid
15
2010
Robust and data-driven approaches to call centers. Zbl 1206.90021
Bertsimas, Dimitris; Doan, Xuan Vinh
8
2010
Constructing uncertainty sets for robust linear optimization. Zbl 1228.90061
Bertsimas, Dimitris; Brown, David B.
92
2009
Algorithm for cardinality-constrained quadratic optimization. Zbl 1178.90262
Bertsimas, Dimitris; Shioda, Romy
79
2009
Robust multiperiod portfolio management in the presence of transaction costs. Zbl 1139.91333
Bertsimas, Dimitris; Pachamanova, Dessislava
59
2008
The air traffic flow management problem: An integer optimization approach. Zbl 1143.90358
Bertsimas, Dimitris; Lulli, Guglielmo; Odoni, Amedeo
7
2008
Algorithmic prediction of health-care costs. Zbl 1167.91406
Bertsimas, Dimitris; Bjarnadóttir, Margrét V.; Kane, Michael A.; Kryder, J. Christian; Pandey, Rudra; Vempala, Santosh; Wang, Grant
5
2008
Approximating integrals of multivariate exponentials: A moment approach. Zbl 1160.65009
Bertsimas, Dimitris; Doan, Xuan Vinh; Lasserre, Jean
4
2008
Classification and regression via integer optimization. Zbl 1167.90593
Bertsimas, Dimitris; Shioda, Romy
31
2007
Constrained stochastic LQC: a tractable approach. Zbl 1366.93699
Bertsimas, Dimitris; Brown, David B.
22
2007
A learning approach for interactive marketing to a customer segment. Zbl 1167.90552
Bertsimas, Dimitris; Mersereau, Adam J.
13
2007
A semidefinite optimization approach to the steady-state analysis of queueing systems. Zbl 1165.90387
Bertsimas, Dimitris; Natarajan, Karthik
9
2007
A robust optimization approach to inventory theory. Zbl 1167.90314
Bertsimas, Dimitris; Thiele, Aurélie
111
2006
Tractable approximations to robust conic optimization problems. Zbl 1134.90026
Bertsimas, Dimitris; Sim, Melvyn
55
2006
Robust game theory. Zbl 1134.91309
Aghassi, Michele; Bertsimas, Dimitris
54
2006
Persistence in discrete optimization under data uncertainty. Zbl 1130.90365
Bertsimas, Dimitris; Natarajan, Karthik; Teo, Chung-Piaw
18
2006
Dynamic pricing: a learning approach. Zbl 1115.90061
Bertsimas, Dimitris; Perakis, Georgia
12
2006
...and 89 more Documents
all top 5

Cited by 5,313 Authors

89 Bertsimas, Dimitris John
35 Goerigk, Marc
34 Jeyakumar, Vaithilingam
28 Li, Guoyin
27 Poss, Michael
22 Kuhn, Daniel
21 Thai Doan Chuong
20 den Hertog, Dick
17 Schöbel, Anita
16 Koster, Arie M. C. A.
15 Carrizosa, Emilio
15 Murat, Cécile
14 Atamtürk, Alper
14 Mehrotra, Sanjay
14 Pinar, Mustafa Çelebi
13 Ben-Tal, Aharon
13 Gómez, Andrés
13 Kasperski, Adam
13 Natarajan, Karthik
13 Whitt, Ward
13 Wiesemann, Wolfram
13 Zieliński, Paweł
12 Büsing, Christina
12 Chassein, André B.
12 Delage, Erick
12 Sun, Jie
12 Teo, Chungpiaw
11 Buchheim, Christoph
11 Chan, Timothy C. Y.
11 Jaillet, Patrick
11 Pardalos, Panos M.
11 Paschos, Vangelis Th.
11 Puerto Albandoz, Justo
11 Takano, Yuichi
11 Thiele, Aurélie C.
10 Escudero, Laureano Fernando
10 Lee, Gue Myung
10 Mazumder, Rahul
10 Penrose, Mathew D.
10 Sim, Melvyn
9 Gotoh, Jun-ya
9 Goyal, Vineet
9 Kurtz, Jannis
9 Laporte, Gilbert
9 Nace, Dritan
9 Pauphilet, Jean
9 Xu, Huifu
9 Ye, Yinyu
8 Agra, Agostinho
8 Alonso-Ayuso, Antonio
8 Bauso, Dario
8 Gabrel, Virginie
8 Garatti, Simone
8 Gendreau, Michel
8 Georghiou, Angelos
8 Ghate, Archis
8 Hanasusanto, Grani A.
8 Lam, Henry
8 Lasserre, Jean-Bernard
8 Li, Duan
8 Liers, Frauke
8 Romero Morales, Dolores
8 Rustem, Berc
8 Schmidt, Martin
8 Sun, Hailin
8 Sun, Minghe
8 Williamson, David P.
8 Zuluaga, Luis Fernando
7 Berman, Oded
7 Blanco, Víctor
7 Boyd, Stephen Poythress
7 Gamarnik, David
7 Goberna, Miguel Angel
7 Kwon, Roy H.
7 Lee, Kyungsik
7 Lee, Taewoo
7 Li, Shengjie
7 Lisser, Abdel
7 Luedtke, James R.
7 Postek, Krzysztof
7 Prokopyev, Oleg Alexan
7 Salahi, Maziar
7 Schwartz, Alexandra
7 Shehadeh, Karmel S.
7 Street, Alexandre
7 Sun, Xiangkai
7 Tavakkoli-Moghaddam, Reza
7 Teo, Kok Lay
7 Thomas, Barrett W.
7 Toriello, Alejandro
7 Uryasev, Stan
7 Van Parys, Bart P. G.
7 Wangkeeree, Rabian
7 Weiss, Gideon
7 Yukich, Joseph Elliott
6 Álvarez-Miranda, Eduardo
6 Aswani, Anil
6 Averbakh, Igor
6 Bandi, Chaithanya
6 Bansal, Manish Kumar
...and 5,213 more Authors
all top 5

Cited in 321 Serials

453 European Journal of Operational Research
195 Computers & Operations Research
132 Mathematical Programming. Series A. Series B
127 Operations Research
107 Annals of Operations Research
94 Operations Research Letters
82 INFORMS Journal on Computing
71 Optimization Letters
64 Journal of Global Optimization
60 SIAM Journal on Optimization
57 Queueing Systems
53 Journal of Optimization Theory and Applications
41 Computational Optimization and Applications
40 International Transactions in Operational Research
38 Automatica
38 Mathematics of Operations Research
36 Discrete Applied Mathematics
36 The Annals of Applied Probability
35 Applied Mathematical Modelling
35 OR Spectrum
30 Networks
30 Journal of Industrial and Management Optimization
29 Optimization
28 Computational Management Science
27 Optimization and Engineering
25 Mathematical Problems in Engineering
22 Optimization Methods & Software
21 Journal of Combinatorial Optimization
21 Quantitative Finance
19 Journal of Scheduling
19 Journal of Machine Learning Research (JMLR)
17 Applied Mathematics and Computation
17 Journal of Computational and Applied Mathematics
17 Top
17 Networks and Spatial Economics
16 Naval Research Logistics
16 Mathematical Methods of Operations Research
16 Discrete Dynamics in Nature and Society
16 EURO Journal on Computational Optimization
15 Statistical Science
15 Machine Learning
15 Discrete Optimization
14 Theoretical Computer Science
12 RAIRO. Operations Research
12 Stochastic Systems
11 4OR
11 Mathematical Programming Computation
10 The Annals of Statistics
10 Journal of Applied Probability
10 Algorithmica
10 CEJOR. Central European Journal of Operations Research
9 Advances in Applied Probability
9 Insurance Mathematics & Economics
9 Computational Statistics and Data Analysis
9 Computational and Applied Mathematics
9 Journal of Applied Mathematics
9 Stochastic Models
9 JMMA. Journal of Mathematical Modelling and Algorithms
8 Artificial Intelligence
8 Physica A
8 Information Sciences
8 Discrete Event Dynamic Systems
8 Stochastic Processes and their Applications
8 Probability in the Engineering and Informational Sciences
8 Mathematics and Financial Economics
7 International Journal of Control
7 Fuzzy Sets and Systems
7 Systems & Control Letters
7 Asia-Pacific Journal of Operational Research
7 SIAM Journal on Discrete Mathematics
7 Positivity
6 Information Processing Letters
6 Mathematical and Computer Modelling
6 Theory of Computing Systems
6 International Journal of Theoretical and Applied Finance
6 Journal of the Operations Research Society of China
5 Journal of Mathematical Analysis and Applications
5 The Annals of Probability
5 Journal of Econometrics
5 Statistics & Probability Letters
5 International Journal of Production Research
5 Acta Mathematicae Applicatae Sinica. English Series
5 Probability Theory and Related Fields
5 Japan Journal of Industrial and Applied Mathematics
5 Computational Statistics
5 SIAM Review
5 International Journal of Robust and Nonlinear Control
5 Mathematical Finance
5 Journal of Systems Science and Complexity
5 North American Actuarial Journal
5 Asia-Pacific Financial Markets
5 Electronic Journal of Statistics
5 Statistics and Computing
5 Decision Analysis
4 Biometrics
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 International Journal of Approximate Reasoning
...and 221 more Serials
all top 5

Cited in 47 Fields

2,548 Operations research, mathematical programming (90-XX)
582 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
312 Computer science (68-XX)
296 Probability theory and stochastic processes (60-XX)
295 Statistics (62-XX)
158 Numerical analysis (65-XX)
145 Systems theory; control (93-XX)
108 Calculus of variations and optimal control; optimization (49-XX)
89 Combinatorics (05-XX)
35 Biology and other natural sciences (92-XX)
22 Convex and discrete geometry (52-XX)
22 Information and communication theory, circuits (94-XX)
18 Linear and multilinear algebra; matrix theory (15-XX)
16 Partial differential equations (35-XX)
14 Statistical mechanics, structure of matter (82-XX)
9 Dynamical systems and ergodic theory (37-XX)
8 Functional analysis (46-XX)
6 Real functions (26-XX)
6 Approximations and expansions (41-XX)
6 Operator theory (47-XX)
6 Mechanics of deformable solids (74-XX)
6 Fluid mechanics (76-XX)
5 Measure and integration (28-XX)
4 Algebraic geometry (14-XX)
4 Integral transforms, operational calculus (44-XX)
4 Geophysics (86-XX)
3 Mathematical logic and foundations (03-XX)
3 Commutative algebra (13-XX)
3 Ordinary differential equations (34-XX)
3 Geometry (51-XX)
3 Quantum theory (81-XX)
2 Functions of a complex variable (30-XX)
2 Optics, electromagnetic theory (78-XX)
1 History and biography (01-XX)
1 Order, lattices, ordered algebraic structures (06-XX)
1 Number theory (11-XX)
1 Field theory and polynomials (12-XX)
1 Associative rings and algebras (16-XX)
1 Nonassociative rings and algebras (17-XX)
1 Group theory and generalizations (20-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Sequences, series, summability (40-XX)
1 General topology (54-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Global analysis, analysis on manifolds (58-XX)

Citations by Year

The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.