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Warren B. Powell
2010 – today
- 2013
[c16]Boris Defourny, Hugo P. Simão, Warren B. Powell: Robust Forecasting for Unit Commitment with Wind. HICSS 2013: 2337-2344- 2012
- [j63]Miao He, Lei Zhao, Warren B. Powell: Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation. European Journal of Operational Research 222(2): 328-340 (2012)
- [j62]Warren B. Powell, Abraham P. George, Hugo P. Simão, Warren Scott, Alan Lamont, Jeffrey Stewart: SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy. INFORMS Journal on Computing 24(4): 665-682 (2012)
- [j61]Ilya O. Ryzhov, Warren B. Powell, Peter Frazier: The Knowledge Gradient Algorithm for a General Class of Online Learning Problems. Operations Research 60(1): 180-195 (2012)
- [j60]Ilya O. Ryzhov, Warren B. Powell: Information Collection for Linear Programs with Uncertain Objective Coefficients. SIAM Journal on Optimization 22(4): 1344-1368 (2012)
- [c15]Donghun Lee, Warren B. Powell: An Intelligent Battery Controller Using Bias-Corrected Q-learning. AAAI 2012
- [c14]Ilya O. Ryzhov, Boris Defourny, Warren B. Powell: Ranking and selection meets robust optimization. Winter Simulation Conference 2012: 48
- 2011
- [j59]Diana M. Negoescu, Peter Frazier, Warren B. Powell: The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery. INFORMS Journal on Computing 23(3): 346-363 (2011)
- [j58]Ilya O. Ryzhov, Warren B. Powell: Information Collection on a Graph. Operations Research 59(1): 188-201 (2011)
- [j57]Jae Ho Kim, Warren B. Powell: Optimal Energy Commitments with Storage and Intermittent Supply. Operations Research 59(6): 1347-1360 (2011)
- [j56]Lauren Hannah, David M. Blei, Warren B. Powell: Dirichlet Process Mixtures of Generalized Linear Models. Journal of Machine Learning Research 12: 1923-1953 (2011)
- [j55]Martijn R. K. Mes, Warren B. Powell, Peter Frazier: Hierarchical Knowledge Gradient for Sequential Sampling. Journal of Machine Learning Research 12: 2931-2974 (2011)
- [j54]Roger Anderson, Albert Boulanger, Warren B. Powell, Warren Scott: Adaptive Stochastic Control for the Smart Grid. Proceedings of the IEEE 99(6): 1098-1115 (2011)
- [j53]Peter Frazier, Warren B. Powell: Consistency of Sequential Bayesian Sampling Policies. SIAM J. Control and Optimization 49(2): 712-731 (2011)
- [j52]Warren Scott, Peter Frazier, Warren B. Powell: The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression. SIAM Journal on Optimization 21(3): 996-1026 (2011)
- [j51]Warren B. Powell, Belgacem Bouzaïene-Ayari, Jean Berger, Abdeslem Boukhtouta, Abraham P. George: The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations. ACM Trans. Model. Comput. Simul. 22(1): 1 (2011)
- [c13]Ilya O. Ryzhov, Awais Tariq, Warren B. Powell: May the best man win: simulation optimization for match-making in e-sports. Winter Simulation Conference 2011: 4239-4250
- [c12]Ilya O. Ryzhov, Warren B. Powell: The value of information in multi-armed bandits with exponentially distributed rewards. ICCS 2011: 1363-1372
- 2010
- [j50]Miao He, Lei Zhao, Warren B. Powell: Optimal control of dosage decisions in controlled ovarian hyperstimulation. Annals OR 178(1): 223-245 (2010)
- [j49]Peter Frazier, Warren B. Powell: Paradoxes in Learning and the Marginal Value of Information. Decision Analysis 7(4): 378-403 (2010)
- [j48]Warren B. Powell: Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming. INFORMS Journal on Computing 22(1): 2-17 (2010)
- [j47]Warren B. Powell: Rejoinder - The Languages of Stochastic Optimization. INFORMS Journal on Computing 22(1): 23-25 (2010)
- [j46]Hugo P. Simão, Abraham P. George, Warren B. Powell, Ted Gifford, John Nienow, Jeff Day: Approximate Dynamic Programming Captures Fleet Operations for Schneider National. Interfaces 40(5): 342-352 (2010)
- [j45]Lauren Hannah, David M. Blei, Warren B. Powell: Dirichlet Process Mixtures of Generalized Linear Models. Journal of Machine Learning Research - Proceedings Track 9: 313-320 (2010)
- [j44]Juliana M. Nascimento, Warren B. Powell: Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem. Management Science 56(5): 801-815 (2010)
- [j43]Ilya O. Ryzhov, Peter Frazier, Warren B. Powell: On the robustness of a one-period look-ahead policy in multi-armed bandit problems. Procedia CS 1(1): 1635-1644 (2010)
- [j42]Débora P. Ronconi, Warren B. Powell: Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming. J. Scheduling 13(6): 597-607 (2010)
- [j41]Lauren Hannah, Warren B. Powell: Evolutionary Policy Iteration Under a Sampling Regime for Stochastic Combinatorial Optimization. IEEE Trans. Automat. Contr. 55(5): 1254-1257 (2010)
- [c11]Lauren Hannah, Warren B. Powell, David M. Blei: Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable. NIPS 2010: 820-828
- [c10]Ilya O. Ryzhov, Martin R. Valdez-Vivas, Warren B. Powell: Optimal learning of transition probabilities in the two-agent newsvendor problem. Winter Simulation Conference 2010: 1088-1098
- [c9]Warren R. Scott, Warren B. Powell, Hugo P. Simão: Calibrating simulation models using the knowledge gradient with continuous parameters. Winter Simulation Conference 2010: 1099-1109
2000 – 2009
- 2009
- [j40]Arun Marar, Warren B. Powell: Capturing incomplete information in resource allocation problems through numerical patterns. European Journal of Operational Research 197(1): 50-58 (2009)
- [j39]Peter Frazier, Warren B. Powell, Savas Dayanik: The Knowledge-Gradient Policy for Correlated Normal Beliefs. INFORMS Journal on Computing 21(4): 599-613 (2009)
- [j38]Juliana M. Nascimento, Warren B. Powell: An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem. Math. Oper. Res. 34(1): 210-237 (2009)
- [j37]Tongqiang Tony Wu, Warren B. Powell, Alan Whisman: The optimizing-simulator: An illustration using the military airlift problem. ACM Trans. Model. Comput. Simul. 19(3) (2009)
- [j36]Hugo P. Simão, Jeff Day, Abraham P. George, Ted Gifford, John Nienow, Warren B. Powell: An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application. Transportation Science 43(2): 178-197 (2009)
- [c8]Peter Frazier, Warren B. Powell, Savas Dayanik, Paul B. Kantor: Approximate Dynamic Programming in Knowledge Discovery for Rapid Response. HICSS 2009: 1-10
- [c7]Peter Frazier, Warren B. Powell, Hugo P. Simão: Simulation Model Calibration with Correlated Knowledge-gradients. Winter Simulation Conference 2009: 339-351
- [c6]Ilya O. Ryzhov, Warren B. Powell: A Monte Carlo Knowledge Gradient Method for Learning Abatement Potential of Emissions Reduction Technologies. Winter Simulation Conference 2009: 1492-1502
- 2008
- [j35]Peter Frazier, Warren B. Powell, Savas Dayanik: A Knowledge-Gradient Policy for Sequential Information Collection. SIAM J. Control and Optimization 47(5): 2410-2439 (2008)
- [c5]Warren B. Powell: Approximate dynamic programming: Lessons from the field. Winter Simulation Conference 2008: 205-214
- [c4]Peter Frazier, Warren B. Powell: The knowledge-gradient stopping rule for ranking and selection. Winter Simulation Conference 2008: 305-312
- 2007
- [j34]Huseyin Topaloglu, Warren B. Powell: Sensitivity Analysis of a Dynamic Fleet Management Model Using Approximate Dynamic Programming. Operations Research 55(2): 319-331 (2007)
- [j33]Katerina P. Papadaki, Warren B. Powell: Monotonicity in multidimensional Markov decision processes for the batch dispatch problem. Oper. Res. Lett. 35(2): 267-272 (2007)
- [j32]Huseyin Topaloglu, Warren B. Powell: Incorporating Pricing Decisions into the Stochastic Dynamic Fleet Management Problem. Transportation Science 41(3): 281-301 (2007)
- [c3]Warren B. Powell, Belgacem Bouzaïene-Ayari: Approximate dynamic programming for rail operations. ATMOS 2007
- [c2]Warren B. Powell: The optimizing-simulator: merging simulation and optimization using approximate dynamic programming. Winter Simulation Conference 2007: 43-53
- 2006
- [j31]Leonardo Campo Dall'Orto, Teodor Gabriel Crainic, José Eugênio Leal, Warren B. Powell: The single-node dynamic service scheduling and dispatching problem. European Journal of Operational Research 170(1): 1-23 (2006)
- [j30]Huseyin Topaloglu, Warren B. Powell: Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems. INFORMS Journal on Computing 18(1): 31-42 (2006)
- [j29]Joel A. Shapiro, Warren B. Powell: A Metastrategy for Large-Scale Resource Management Based on Informational Decomposition. INFORMS Journal on Computing 18(1): 43-60 (2006)
- [j28]Abraham P. George, Warren B. Powell: Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming. Machine Learning 65(1): 167-198 (2006)
- 2005
- [j27]Huseyin Topaloglu, Warren B. Powell: A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations. Operations Research 53(2): 281-297 (2005)
- [c1]Warren B. Powell: The optimizing-simulator: merging simulation and optimization using approximate dynamic programming. Winter Simulation Conference 2005: 96-109
- 2004
- [j26]Warren B. Powell, Andrzej Ruszczynski, Huseyin Topaloglu: Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems. Math. Oper. Res. 29(4): 814-836 (2004)
- [j25]Michael Z. Spivey, Warren B. Powell: The Dynamic Assignment Problem. Transportation Science 38(4): 399-419 (2004)
- 2003
- [j24]Michael Z. Spivey, Warren B. Powell: Some Fixed-Point Results for the Dynamic Assignment Problem. Annals OR 124(1-4): 15-33 (2003)
- [j23]Huseyin Topaloglu, Warren B. Powell: An algorithm for approximating piecewise linear concave functions from sample gradients. Oper. Res. Lett. 31(1): 66-76 (2003)
- 2002
- [j22]Katerina P. Papadaki, Warren B. Powell: Exploiting structure in adaptive dynamic programming algorithms for a stochastic batch service problem. European Journal of Operational Research 142(1): 108-127 (2002)
- [j21]Warren B. Powell, Arun Marar, Jack Gelfand, Steve Bowers: Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry. Operations Research 50(4): 571-581 (2002)
- [j20]Gregory A. Godfrey, Warren B. Powell: An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, I: Single Period Travel Times. Transportation Science 36(1): 21-39 (2002)
- [j19]Gregory A. Godfrey, Warren B. Powell: An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, II: Multiperiod Travel Times. Transportation Science 36(1): 40-54 (2002)
- [j18]Warren B. Powell, Joel A. Shapiro, Hugo P. Simão: An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem. Transportation Science 36(2): 231-249 (2002)
- 2001
- [j17]Warren B. Powell, Joel A. Shapiro, Hugo P. Simão: A Representational Paradigm for Dynamic Resource Transformation Problems. Annals OR 104(1-4): 231-279 (2001)
- [j16]Joel A. Shapiro, Warren B. Powell, David Bernstein: A Flexible Java Representation for Uncertainty in Online Operations-Research Models. INFORMS Journal on Computing 13(1): 29-55 (2001)
- 2000
- [j15]Warren B. Powell, Wayne Snow, Raymond K. Cheung: Adaptive Labeling Algorithms for the Dynamic Assignment Problem. Transportation Science 34(1): 50-66 (2000)
- [j14]Warren B. Powell, Michael T. Towns, Arun Marar: On the Value of Optimal Myopic Solutions for Dynamic Routing and Scheduling Problems in the Presence of User Noncompliance. Transportation Science 34(1): 67-85 (2000)
- [j13]Tassio A. Carvalho, Warren B. Powell: A Multiplier Adjustment Method for Dynamic Resource Allocation Problems. Transportation Science 34(2): 150-164 (2000)
1990 – 1999
- 1999
- [j12]Zhi-Long Chen, Warren B. Powell: A column generation based decomposition algorithm for a parallel machine just-in-time scheduling problem. European Journal of Operational Research 116(1): 220-232 (1999)
- [j11]Zhi-Long Chen, Warren B. Powell: Solving Parallel Machine Scheduling Problems by Column Generation. INFORMS Journal on Computing 11(1): 78-94 (1999)
- 1998
- [j10]Warren B. Powell, Tassio A. Carvalho: Dynamic Control of Logistics Queueing Networks for Large-Scale Fleet Management. Transportation Science 32(2): 90-109 (1998)
- [j9]Warren B. Powell, Tassio A. Carvalho: Real-Time Optimization of Containers and Flatcars for Intermodal Operations. Transportation Science 32(2): 110-126 (1998)
- 1997
- [j8]Zhi-Long Chen, Warren B. Powell: A note on Bertsekas' small-label-first strategy. Networks 29(2): 111-116 (1997)
- 1996
- [j7]Raymond K. Cheung, Warren B. Powell: Models and Algorithms for Distribution Problems with Uncertain Demands. Transportation Science 30(1): 43-59 (1996)
- [j6]Warren B. Powell: A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers. Transportation Science 30(3): 195-219 (1996)
- 1994
- [j5]Warren B. Powell, Raymond K. Cheung: Stochastic programs over trees with random arc capacities. Networks 24(3): 161-175 (1994)
- [j4]Warren B. Powell, Raymond K. Cheung: A network recourse decomposition method for dynamic networks with random arc capacities. Networks 24(7): 369-384 (1994)
- 1993
- [j3]Kim L. Jones, Irvin Lustig, Judith M. Farvolden, Warren B. Powell: Multicommodity network flows: The impact of formulation on decomposition. Math. Program. 62: 95-117 (1993)
- [j2]Linos F. Frantzeskakis, Warren B. Powell: Bounding procedures for multistage stochastic dynamic networks. Networks 23(7): 575-595 (1993)
1980 – 1989
- 1982
- [j1]Yosef Sheffi, Warren B. Powell: An algorithm for the equilibrium assignment problem with random link times. Networks 12(2): 191-207 (1982)
Coauthor Index
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last updated on 2013-06-06 20:14 CEST by the dblp team