Warren B. Powell

191 papers A* 2A 3B 1C 1Misc 14Journal 153Unranked 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Correction to: Asymptotically optimal Bayesian sequential change detection and identification rules.
Ann. Oper. Res.
Savas Dayanik, Warren B. Powell, Kazutoshi Yamazaki
2024 J jnl
Stochastic search for a parametric cost function approximation: Energy storage with rolling forecasts.
Eur. J. Oper. Res.
Saeed Ghadimi, Warren B. Powell
2023 J jnl
Stochastic optimization for vaccine and testing kit allocation for the COVID-19 pandemic.
Eur. J. Oper. Res.
Lawrence Thul, Warren B. Powell
2022 J jnl
Adaptive Learning of Drug Quality and Optimization of Patient Recruitment for Clinical Trials with Dropouts.
Manuf. Serv. Oper. Manag.
Zhili Tian, Weidong Han, Warren B. Powell
2022 — conf
Online Learning with Regularized Knowledge Gradients.
PAKDD (2)
Donghun Lee, Warren B. Powell
2022 J jnl
Sequential Decision Analytics and Modeling: Modeling with Python - Part I.
Found. Trends Technol. Inf. Oper. Manag.
Warren B. Powell
2022 J jnl
Sequential Decision Analytics and Modeling: Modeling with Python - Part II.
Found. Trends Technol. Inf. Oper. Manag.
Warren B. Powell
2022 J jnl
The Parametric Cost Function Approximation: A new approach for multistage stochastic programming.
CoRR
Warren B. Powell, Saeed Ghadimi
2022 J jnl
Zeroth-Order Stochastic Compositional Algorithms for Risk-Aware Learning.
SIAM J. Optim.
Dionysios S. Kalogerias, Warren B. Powell
2021 J jnl
Stochastic Optimization for Vaccine and Testing Kit Allocation for the COVID-19 Pandemic.
CoRR
Lawrence Thul, Warren B. Powell
2020 J jnl
Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles.
Eur. J. Oper. Res.
Lina Al-Kanj, Juliana M. Nascimento, Warren B. Powell
2020 J jnl
Guest editorial to the featured cluster "Advances in stochastic optimization".
Eur. J. Oper. Res.
Raimund M. Kovacevic, Carlo Meloni, Dario Pacciarelli, Warren B. Powell
2020 J jnl
Least squares policy iteration with instrumental variables vs. direct policy search: comparison against optimal benchmarks using energy storage.
INFOR Inf. Syst. Oper. Res.
Somayeh Moazeni, Warren R. Scott, Warren B. Powell
2020 J jnl
On State Variables, Bandit Problems and POMDPs.
CoRR
Warren B. Powell
2020 J jnl
Optimal Learning for Sequential Decisions in Laboratory Experimentation.
CoRR
Kristofer G. Reyes, Warren B. Powell
2020 J jnl
Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs.
SIAM J. Sci. Comput.
Xinyu He, Kristofer G. Reyes, Warren B. Powell
2020 J jnl
Optimal Online Learning for Nonlinear Belief Models Using Discrete Priors.
Oper. Res.
Weidong Han, Warren B. Powell
2020 J jnl
Optimistic Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds.
Oper. Res.
Daniel R. Jiang, Lina Al-Kanj, Warren B. Powell
2019 J jnl
A unified framework for stochastic optimization.
Eur. J. Oper. Res.
Warren B. Powell
2019 J jnl
Bayesian Exploration for Approximate Dynamic Programming.
Oper. Res.
Ilya O. Ryzhov, Martijn R. K. Mes, Warren B. Powell, Gerald van den Berg
2019 J jnl
Bias-Corrected Q-Learning With Multistate Extension.
IEEE Trans. Autom. Control.
Donghun Lee, Warren B. Powell
2019 J jnl
Computational sustainability: computing for a better world and a sustainable future.
Commun. ACM
Carla P. Gomes, Thomas G. Dietterich, Christopher Barrett, Jon Conrad, Bistra Dilkina, Stefano Ermon, Fei Fang, Andrew Farnsworth, Alan Fern, Xiaoli Z. Fern, Daniel Fink, Douglas H. Fisher, Alexander Flecker, Daniel Freund, Angela Fuller, John M. Gregoire, John E. Hopcroft, Steve Kelling, J. Zico Kolter, Warren B. Powell, Nicole D. Sintov, John S. Selker, Bart Selman, Daniel Sheldon, David B. Shmoys, Milind Tambe, Weng-Keen Wong, Christopher Wood, Xiaojian Wu, Yexiang Xue, Amulya Yadav, Abdul-Aziz Yakubu, Mary Lou Zeeman
2019 J jnl
From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions.
CoRR
Warren B. Powell
2019 A conf
Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator.
AAMAS
Donghun Lee, Warren B. Powell
2019 J jnl
Optimal Learning for Urban Delivery Fleet Allocation.
Transp. Sci.
Yixiao Huang, Lei Zhao, Warren B. Powell, Yue Tong, Ilya O. Ryzhov
2019 — conf
Optimal Policies for Routing Multi Sensor-Effector Combined Autonomous Devices.
MRS
Yura Oh, Warren B. Powell
2019 J jnl
Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning.
CoRR
Dionysios S. Kalogerias, Warren B. Powell
2018 J jnl
A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model.
INFORMS J. Comput.
Yan Li, Kristofer G. Reyes, Jorge Vazquez-Anderson, Yingfei Wang, Lydia M. Contreras, Warren B. Powell
2018 J jnl
Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles.
CoRR
Lina Al-Kanj, Juliana M. Nascimento, Warren B. Powell
2018 J jnl
Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage.
INFORMS J. Comput.
Daniel F. Salas, Warren B. Powell
2018 J jnl
Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming.
IEEE Trans. Smart Grid
Bolong Cheng, Warren B. Powell
2018 J jnl
Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets.
CoRR
Yingfei Wang, Juliana Martins Do Nascimento, Warren B. Powell
2018 J jnl
Finite-Time Analysis for the Knowledge-Gradient Policy.
SIAM J. Control. Optim.
Yingfei Wang, Warren B. Powell
2018 J jnl
Low-Rank Value Function Approximation for Co-Optimization of Battery Storage.
IEEE Trans. Smart Grid
Bolong Cheng, Tsvetan Asamov, Warren B. Powell
2018 J jnl
Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces.
SIAM J. Optim.
Xinyu He, Yangzhou Hu, Warren B. Powell
2018 J jnl
Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models.
SIAM J. Optim.
Xinyu He, Warren B. Powell
2018 J jnl
Regularized Decomposition of High-Dimensional Multistage Stochastic Programs with Markov Uncertainty.
SIAM J. Optim.
Tsvetan Asamov, Warren B. Powell
2018 J jnl
Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures.
Math. Oper. Res.
Daniel R. Jiang, Warren B. Powell
2018 J jnl
Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems.
SIAM/ASA J. Uncertain. Quantification
Joseph Durante, Raj Patel, Warren B. Powell
2017 J jnl
A Probability Model for Grid Faults Using Incomplete Information.
IEEE Trans. Smart Grid
Lina Al-Kanj, Belgacem Bouzaïene-Ayari, Warren B. Powell
2017 J jnl
ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets.
Oper. Res.
Javad Khazaei, Michael Coulon, Warren B. Powell
2017 J jnl
MOLTE: a Modular Optimal Learning Testing Environment.
CoRR
Yingfei Wang, Warren B. Powell
2017 J jnl
Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds.
CoRR
Daniel R. Jiang, Lina Al-Kanj, Warren B. Powell
2017 — conf
Optimal online learning in bidding for sponsored search auctions.
SSCI
Donghun Lee, Piotr Ziolo, Weidong Han, Warren B. Powell
2017 J jnl
Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization.
INFORMS J. Comput.
Somayeh Moazeni, Warren B. Powell, Boris Defourny, Belgacem Bouzaïene-Ayari
2016 A conf
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning.
AISTATS
Yan Li, Han Liu, Warren B. Powell
2016 J jnl
A Recursive Local Polynomial Approximation Method Using Dirichlet Clouds and Radial Basis Functions.
SIAM J. Sci. Comput.
Arta A. Jamshidi, Warren B. Powell
2016 J jnl
An optimal learning method for developing personalized treatment regimes.
CoRR
Yingfei Wang, Warren B. Powell
2016 J jnl
Finite-time Analysis for the Knowledge-Gradient Policy.
CoRR
Yingfei Wang, Warren B. Powell
2016 J jnl
From Single Commodity to Multiattribute Models for Locomotive Optimization: A Comparison of Optimal Integer Programming and Approximate Dynamic Programming.
Transp. Sci.
Belgacem Bouzaïene-Ayari, Clark Cheng, Sourav Das, Ricardo Fiorillo, Warren B. Powell
2016 J jnl
Perspectives of approximate dynamic programming.
Ann. Oper. Res.
Warren B. Powell
2016 J jnl
The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response.
CoRR
Lina Al-Kanj, Warren B. Powell, Belgacem Bouzaïene-Ayari
2016 A* conf
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks.
ICML
Yingfei Wang, Chu Wang, Warren B. Powell
2015 J jnl
A New Optimal Stepsize for Approximate Dynamic Programming.
IEEE Trans. Autom. Control.
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2015 J jnl
An Approximate Dynamic Programming Algorithm for Monotone Value Functions.
Oper. Res.
Daniel R. Jiang, Warren B. Powell
2015 J jnl
Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science.
SIAM J. Sci. Comput.
Yingfei Wang, Kristofer G. Reyes, Keith A. Brown, Chad A. Mirkin, Warren B. Powell
2015 J jnl
Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming.
INFORMS J. Comput.
Daniel R. Jiang, Warren B. Powell
2015 J jnl
Optimal Information Blending with Measurements in the
Math. Oper. Res.
Boris Defourny, Ilya O. Ryzhov, Warren B. Powell
2015 J jnl
Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability.
SIAM/ASA J. Uncertain. Quantification
Si Chen, Kristofer-Roy G. Reyes, Maneesh K. Gupta, Michael C. McAlpine, Warren B. Powell
2015 J jnl
Optimal learning with a local parametric belief model.
J. Glob. Optim.
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
2015 J jnl
Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures.
CoRR
Daniel R. Jiang, Warren B. Powell
2015 J jnl
The Knowledge Gradient Policy Using A Sparse Additive Belief Model.
CoRR
Yan Li, Han Liu, Warren B. Powell
2014 J jnl
A New Optimal Stepsize For Approximate Dynamic Programming.
CoRR
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2014 — conf
A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work?
ADPRL
Daniel R. Jiang, Thuy V. Pham, Warren B. Powell, Daniel F. Salas, Warren R. Scott
2014 J jnl
Energy and Uncertainty: Models and Algorithms for Complex Energy Systems.
AI Mag.
Warren B. Powell
2014 J jnl
Guest Editorial: Special Issue on Energy and Transportation.
Transp. Sci.
Diego Klabjan, Warren B. Powell
2014 J jnl
Least Squares Policy Iteration with Instrumental Variables vs. Direct Policy Search: Comparison Against Optimal Benchmarks Using Energy Storage.
CoRR
Warren R. Scott, Warren B. Powell, Somayeh Moazehi
2014 J jnl
Locomotive Planning at Norfolk Southern: An Optimizing Simulator Using Approximate Dynamic Programming.
Interfaces
Warren B. Powell, Belgacem Bouzaïene-Ayari, Coleman Lawrence, Clark Cheng, Sourav Das, Ricardo Fiorillo
2014 J jnl
Optimal learning for sequential sampling with non-parametric beliefs.
J. Glob. Optim.
Emre Barut, Warren B. Powell
2014 J jnl
Semiconvex Regression for Metamodeling-Based Optimization.
SIAM J. Optim.
Lauren A. Hannah, Warren B. Powell, David B. Dunson
2014 Misc conf
Simulation optimization: a panel on the state of the art in research and practice.
WSC
Michael C. Fu, Güzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall
2013 J jnl
A Robust Solution to the Load Curtailment Problem.
IEEE Trans. Smart Grid
Hugo P. Simão, H. B. Jeong, Boris Defourny, Warren B. Powell, Albert Boulanger, Ashish Gagneja, L. Wu, R. N. Anderson
2013 J jnl
An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls.
IEEE Trans. Autom. Control.
Juliana M. Nascimento, Warren B. Powell
2013 J jnl
Asymptotically optimal Bayesian sequential change detection and identification rules.
Ann. Oper. Res.
Savas Dayanik, Warren B. Powell, Kazutoshi Yamazaki
2013 — conf
Bias-corrected Q-learning to control max-operator bias in Q-learning.
ADPRL
Donghun Lee, Boris Defourny, Warren B. Powell
2013 J jnl
Guest Editorial: Introduction to the special section on optimization methods and algorithms applied to smart grid.
IEEE Trans. Smart Grid
Yongpei Guan, Yong Fu, Cong Liu, Warren B. Powell, Sarah M. Ryan, Jean-Paul Watson, Lei Wu
2013 — conf
Robust Forecasting for Unit Commitment with Wind.
HICSS
Boris Defourny, Hugo P. Simão, Warren B. Powell
2013 Misc conf
The knowledge gradient algorithm using locally parametric approximations.
WSC
Bolong Cheng, Arta A. Jamshidi, Warren B. Powell
2012 A* conf
An Intelligent Battery Controller Using Bias-Corrected Q-learning.
AAAI
Donghun Lee, Warren B. Powell
2012 J jnl
Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation.
Eur. J. Oper. Res.
Miao He, Lei Zhao, Warren B. Powell
2012 J jnl
Approximate dynamic programming in transportation and logistics: a unified framework.
EURO J. Transp. Logist.
Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari
2012 J jnl
Information Collection for Linear Programs with Uncertain Objective Coefficients.
SIAM J. Optim.
Ilya O. Ryzhov, Warren B. Powell
2012 Misc conf
Ranking and selection meets robust optimization.
WSC
Ilya O. Ryzhov, Boris Defourny, Warren B. Powell
2012 J jnl
SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy.
INFORMS J. Comput.
Warren B. Powell, Abraham P. George, Hugo P. Simão, Warren R. Scott, Alan Lamont, Jeffrey Stewart
2012 J jnl
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems.
Oper. Res.
Ilya O. Ryzhov, Warren B. Powell, Peter I. Frazier
2011 J jnl
Adaptive Stochastic Control for the Smart Grid.
Proc. IEEE
Roger Anderson, Albert Boulanger, Warren B. Powell, Warren R. Scott
2011 — conf
An adaptive-learning framework for semi-cooperative multi-agent coordination.
ADPRL
Abdeslem Boukhtouta, Jean Berger, Warren B. Powell, Abraham P. George
2011 — conf
Bayesian active learning with basis functions.
ADPRL
Ilya O. Ryzhov, Warren B. Powell
2011 J jnl
Consistency of Sequential Bayesian Sampling Policies.
SIAM J. Control. Optim.
Peter I. Frazier, Warren B. Powell
2011 J jnl
Dirichlet Process Mixtures of Generalized Linear Models.
J. Mach. Learn. Res.
Lauren Hannah, David M. Blei, Warren B. Powell
2011 J jnl
Hierarchical Knowledge Gradient for Sequential Sampling.
J. Mach. Learn. Res.
Martijn R. K. Mes, Warren B. Powell, Peter I. Frazier
2011 J jnl
Information Collection on a Graph.
Oper. Res.
Ilya O. Ryzhov, Warren B. Powell
2011 Misc conf
May the best man win: simulation optimization for match-making in e-sports.
WSC
Ilya O. Ryzhov, Awais Tariq, Warren B. Powell
2011 J jnl
Optimal Energy Commitments with Storage and Intermittent Supply.
Oper. Res.
Jae Ho Kim, Warren B. Powell
2011 J jnl
The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression.
SIAM J. Optim.
Warren R. Scott, Peter I. Frazier, Warren B. Powell
2011 J jnl
The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations.
ACM Trans. Model. Comput. Simul.
Warren B. Powell, Belgacem Bouzaïene-Ayari, Jean Berger, Abdeslem Boukhtouta, Abraham P. George
2011 J jnl
The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery.
INFORMS J. Comput.
Diana M. Negoescu, Peter I. Frazier, Warren B. Powell
2011 Misc conf
The value of information in multi-armed bandits with exponentially distributed rewards.
ICCS
Ilya O. Ryzhov, Warren B. Powell
2010 J jnl
Approximate Dynamic Programming Captures Fleet Operations for Schneider National.
Interfaces
Hugo P. Simão, Abraham P. George, Warren B. Powell, Ted Gifford, John Nienow, Jeff Day
2010 — conf
Approximate dynamic programming with correlated Bayesian beliefs.
Allerton
Ilya O. Ryzhov, Warren B. Powell
2010 Misc conf
Calibrating simulation models using the knowledge gradient with continuous parameters.
WSC
Warren R. Scott, Warren B. Powell, Hugo P. Simão
2010 A conf
Dirichlet Process Mixtures of Generalized Linear Models.
AISTATS
Lauren Hannah, David M. Blei, Warren B. Powell
2010 J jnl
Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem.
Manag. Sci.
Juliana M. Nascimento, Warren B. Powell
2010 J jnl
Evolutionary Policy Iteration Under a Sampling Regime for Stochastic Combinatorial Optimization.
IEEE Trans. Autom. Control.
Lauren Hannah, Warren B. Powell
2010 J jnl
Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming.
INFORMS J. Comput.
Warren B. Powell
2010 J jnl
Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming.
J. Sched.
Débora P. Ronconi, Warren B. Powell
2010 — conf
Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable.
NIPS
Lauren Hannah, Warren B. Powell, David M. Blei
2010 Misc conf
On the robustness of a one-period look-ahead policy in multi-armed bandit problems.
ICCS
Ilya O. Ryzhov, Peter I. Frazier, Warren B. Powell
2010 J jnl
Optimal control of dosage decisions in controlled ovarian hyperstimulation.
Ann. Oper. Res.
Miao He, Lei Zhao, Warren B. Powell
2010 Misc conf
Optimal learning of transition probabilities in the two-agent newsvendor problem.
WSC
Ilya O. Ryzhov, Martin R. Valdez-Vivas, Warren B. Powell
2010 J jnl
Paradoxes in Learning and the Marginal Value of Information.
Decis. Anal.
Peter I. Frazier, Warren B. Powell
2010 J jnl
Rejoinder - The Languages of Stochastic Optimization.
INFORMS J. Comput.
Warren B. Powell
2009 Misc conf
A Monte Carlo Knowledge Gradient Method for Learning Abatement Potential of Emissions Reduction Technologies.
WSC
Ilya O. Ryzhov, Warren B. Powell
2009 — conf
A convergent recursive least squares approximate policy iteration algorithm for multi-dimensional Markov decision process with continuous state and action spaces.
ADPRL
Jun Ma, Warren B. Powell
2009 J jnl
An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application.
Transp. Sci.
Hugo P. Simão, Jeff Day, Abraham P. George, Ted Gifford, John Nienow, Warren B. Powell
2009 J jnl
An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem.
Math. Oper. Res.
Juliana M. Nascimento, Warren B. Powell
2009 — conf
Approximate Dynamic Programming in Knowledge Discovery for Rapid Response.
HICSS
Peter I. Frazier, Warren B. Powell, Savas Dayanik, Paul B. Kantor
2009 J jnl
Capturing incomplete information in resource allocation problems through numerical patterns.
Eur. J. Oper. Res.
Arun Marar, Warren B. Powell
2009 Misc conf
Simulation Model Calibration with Correlated Knowledge-gradients.
WSC
Peter I. Frazier, Warren B. Powell, Hugo P. Simão
2009 J jnl
The Knowledge-Gradient Policy for Correlated Normal Beliefs.
INFORMS J. Comput.
Peter I. Frazier, Warren B. Powell, Savas Dayanik
2009 — conf
The knowledge gradient algorithm for online subset selection.
ADPRL
Ilya O. Ryzhov, Warren B. Powell
2009 J jnl
The optimizing-simulator: An illustration using the military airlift problem.
ACM Trans. Model. Comput. Simul.
Tongqiang Tony Wu, Warren B. Powell, Alan Whisman
2008 J jnl
A Knowledge-Gradient Policy for Sequential Information Collection.
SIAM J. Control. Optim.
Peter I. Frazier, Warren B. Powell, Savas Dayanik
2008 Misc conf
Approximate dynamic programming: Lessons from the field.
WSC
Warren B. Powell
2008 Misc conf
The knowledge-gradient stopping rule for ranking and selection.
WSC
Peter I. Frazier, Warren B. Powell
2007 C conf
Approximate dynamic programming for rail operations.
ATMOS
Warren B. Powell, Belgacem Bouzaïene-Ayari
2007 — ch.
Chapter 5 Dynamic Models for Freight Transportation.
Transportation
Warren B. Powell, Belgacem Bouzaïene-Ayari, Hugo P. Simão
2007 J jnl
Incorporating Pricing Decisions into the Stochastic Dynamic Fleet Management Problem.
Transp. Sci.
Huseyin Topaloglu, Warren B. Powell
2007 J jnl
Monotonicity in multidimensional Markov decision processes for the batch dispatch problem.
Oper. Res. Lett.
Katerina P. Papadaki, Warren B. Powell
2007 J jnl
Sensitivity Analysis of a Dynamic Fleet Management Model Using Approximate Dynamic Programming.
Oper. Res.
Huseyin Topaloglu, Warren B. Powell
2007 Misc conf
The optimizing-simulator: merging simulation and optimization using approximate dynamic programming.
WSC
Warren B. Powell
2006 J jnl
A Metastrategy for Large-Scale Resource Management Based on Informational Decomposition.
INFORMS J. Comput.
Joel A. Shapiro, Warren B. Powell
2006 J jnl
Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming.
Mach. Learn.
Abraham P. George, Warren B. Powell
2006 J jnl
Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems.
INFORMS J. Comput.
Huseyin Topaloglu, Warren B. Powell
2006 J jnl
The single-node dynamic service scheduling and dispatching problem.
Eur. J. Oper. Res.
Leonardo Campo Dall'Orto, Teodor Gabriel Crainic, José Eugênio Leal, Warren B. Powell
2005 — ch.
12. Fleet Management.
Applications of Stochastic Programming
Warren B. Powell, Huseyin Topaloglu
2005 J jnl
A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations.
Oper. Res.
Huseyin Topaloglu, Warren B. Powell
2005 B conf
Approximate dynamic programming for high dimensional resource allocation problems.
IJCNN
Warren B. Powell, Abraham P. George, Belgacem Bouzaïene-Ayari, Hugo P. Simão
2005 Misc conf
The optimizing-simulator: merging simulation and optimization using approximate dynamic programming.
WSC
Warren B. Powell
2004 J jnl
Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems.
Math. Oper. Res.
Warren B. Powell, Andrzej Ruszczynski, Huseyin Topaloglu
2004 J jnl
The Dynamic Assignment Problem.
Transp. Sci.
Michael Z. Spivey, Warren B. Powell
2003 J jnl
An algorithm for approximating piecewise linear concave functions from sample gradients.
Oper. Res. Lett.
Huseyin Topaloglu, Warren B. Powell
2003 — ch.
Dynamic Models of Transportation Operations.
Supply Chain Management
Warren B. Powell
2003 J jnl
Some Fixed-Point Results for the Dynamic Assignment Problem.
Ann. Oper. Res.
Michael Z. Spivey, Warren B. Powell
2002 J jnl
An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, I: Single Period Travel Times.
Transp. Sci.
Gregory A. Godfrey, Warren B. Powell
2002 J jnl
An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, II: Multiperiod Travel Times.
Transp. Sci.
Gregory A. Godfrey, Warren B. Powell
2002 J jnl
An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem.
Transp. Sci.
Warren B. Powell, Joel A. Shapiro, Hugo P. Simão
2002 J jnl
Exploiting structure in adaptive dynamic programming algorithms for a stochastic batch service problem.
Eur. J. Oper. Res.
Katerina P. Papadaki, Warren B. Powell
2002 J jnl
Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry.
Oper. Res.
Warren B. Powell, Arun Marar, Jack Gelfand, Steve Bowers
2001 J jnl
A Flexible Java Representation for Uncertainty in Online Operations-Research Models.
INFORMS J. Comput.
Joel A. Shapiro, Warren B. Powell, David Bernstein
2001 J jnl
A Representational Paradigm for Dynamic Resource Transformation Problems.
Ann. Oper. Res.
Warren B. Powell, Joel A. Shapiro, Hugo P. Simão
2000 J jnl
A Multiplier Adjustment Method for Dynamic Resource Allocation Problems.
Transp. Sci.
Tassio A. Carvalho, Warren B. Powell
2000 J jnl
Adaptive Labeling Algorithms for the Dynamic Assignment Problem.
Transp. Sci.
Warren B. Powell, Wayne Snow, Raymond K.-M. Cheung
2000 J jnl
On the Value of Optimal Myopic Solutions for Dynamic Routing and Scheduling Problems in the Presence of User Noncompliance.
Transp. Sci.
Warren B. Powell, Michael T. Towns, Arun Marar
2000 J jnl
Shape - a Stochastic Hybrid Approximation Procedure for Two-Stage Stochastic Programs.
Oper. Res.
Raymond K.-M. Cheung, Warren B. Powell
1999 J jnl
A column generation based decomposition algorithm for a parallel machine just-in-time scheduling problem.
Eur. J. Oper. Res.
Zhi-Long Chen, Warren B. Powell
1999 J jnl
Solving Parallel Machine Scheduling Problems by Column Generation.
INFORMS J. Comput.
Zhi-Long Chen, Warren B. Powell
1998 J jnl
Dynamic Control of Logistics Queueing Networks for Large-Scale Fleet Management.
Transp. Sci.
Warren B. Powell, Tassio A. Carvalho
1998 J jnl
Real-Time Optimization of Containers and Flatcars for Intermodal Operations.
Transp. Sci.
Warren B. Powell, Tassio A. Carvalho
1997 — conf
A generalized threshold algorithm for the shortest path problem with time windows.
Network Design: Connectivity and Facilities Location
Warren B. Powell, Zhi-Long Chen
1997 J jnl
A note on Bertsekas' small-label-first strategy.
Networks
Zhi-Long Chen, Warren B. Powell
1996 J jnl
A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers.
Transp. Sci.
Warren B. Powell
1996 J jnl
An Algorithm for Multistage Dynamic Networks with Random Arc Capacities, with an Application to Dynamic Fleet Management.
Oper. Res.
Raymond K.-M. Cheung, Warren B. Powell
1996 J jnl
Models and Algorithms for Distribution Problems with Uncertain Demands.
Transp. Sci.
Raymond K.-M. Cheung, Warren B. Powell
1996 J jnl
Restricted recourse strategies for bounding the expected network recourse function.
Ann. Oper. Res.
Linos F. Frantzeskakis, Warren B. Powell
1995 J jnl
Dynamic fleet management as a logistics queueing network.
Ann. Oper. Res.
Warren B. Powell, Tassio A. Carvalho, Gregory A. Godfrey, Hugo P. Simão
1994 J jnl
A network recourse decomposition method for dynamic networks with random arc capacities.
Networks
Warren B. Powell, Raymond K.-M. Cheung
1994 J jnl
Restricted Recourse Strategies for Dynamic Networks with Random Arc Capacities.
Transp. Sci.
Warren B. Powell, Linos F. Frantzeskakis
1994 J jnl
Stochastic programs over trees with random arc capacities.
Networks
Warren B. Powell, Raymond K.-M. Cheung
1994 J jnl
Subgradient Methods for the Service Network Design Problem.
Transp. Sci.
Judith M. Farvolden, Warren B. Powell
1993 J jnl
A Primal Partitioning Solution for the Arc-Chain Formulation of a Multicommodity Network Flow Problem.
Oper. Res.
Judith M. Farvolden, Warren B. Powell, Irvin J. Lustig
1993 J jnl
Bounding procedures for multistage stochastic dynamic networks.
Networks
Linos F. Frantzeskakis, Warren B. Powell
1993 J jnl
Multicommodity network flows: The impact of formulation on decomposition.
Math. Program.
Kim L. Jones, Irvin Lustig, Judith M. Farvolden, Warren B. Powell
1993 J jnl
Stochastic and Dynamic Models in Transportation.
Oper. Res.
Moshe Dror, Warren B. Powell
1992 J jnl
An Optimization-Based Heuristic for Vehicle Routing and Scheduling with Soft Time Window Constraints.
Transp. Sci.
Yiannis A. Koskosidis, Warren B. Powell, Marius M. Solomon
1992 J jnl
Numerical Methods for Simulating Transient, Stochastic Queueing Networks - I: Methodology.
Transp. Sci.
Hugo P. Simão, Warren B. Powell
1992 J jnl
Numerical Methods for Simulating Transient, Stochastic Queueing Networks - II: Experimental Design.
Transp. Sci.
Hugo P. Simão, Warren B. Powell
1992 J jnl
Shipment Routing Algorithms with Tree Constraints.
Transp. Sci.
Warren B. Powell, Ioannis A. Koskosidis
1991 J jnl
The 1990 Transportation Science Section Dissertation Prize Competition.
Transp. Sci.
Warren B. Powell
1990 J jnl
A Capacity Improvement Lower Bound for Fixed Charge Network Design Problems.
Oper. Res.
Bruce W. Lamar, Yosef Sheffi, Warren B. Powell
1990 J jnl
A Successive Linear Approximation Procedure for Stochastic, Dynamic Vehicle Allocation Problems.
Transp. Sci.
Linos F. Frantzeskakis, Warren B. Powell
1990 J jnl
Selected Abstracts for the 1989 Transportation Science Section Dissertation Prize Competition.
Transp. Sci.
Warren B. Powell
1989 J jnl
A Review of Sensitivity Results for Linear Networks and a New Approximation to Reduce the Effects of Degeneracy.
Transp. Sci.
Warren B. Powell
1989 J jnl
OR Practice - Design and Implementation of an Interactive Optimization System for Network Design in the Motor Carrier Industry.
Oper. Res.
Warren B. Powell, Yosef Sheffi
1986 J jnl
A Local Improvement Heuristic for the Design of Less-than-Truckload Motor Carrier Networks.
Transp. Sci.
Warren B. Powell
1986 J jnl
A Stochastic Model of the Dynamic Vehicle Allocation Problem.
Transp. Sci.
Warren B. Powell
1986 J jnl
Approximate, Closed Form Moment Formulas for Bulk Arrival, Bulk Service Queues.
Transp. Sci.
Warren B. Powell
1986 J jnl
Iterative Algorithms for Bulk Arrival, Bulk Service Queues with Poisson and Non-Poisson Arrivals.
Transp. Sci.
Warren B. Powell
1986 J jnl
The Bulk Service Queue with a General Control Strategy: Theoretical Analysis and a New Computational Procedure.
Oper. Res.
Warren B. Powell, Pierre A. Humblet
1985 J jnl
Analysis of Vehicle Holding and Cancellation Strategies in Bulk Arrival, Bulk Service Queues.
Transp. Sci.
Warren B. Powell
1982 J jnl
An algorithm for the equilibrium assignment problem with random link times.
Networks
Yosef Sheffi, Warren B. Powell