Warren Powell

34 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4364-7555

Department of Operations Research and Financial Engineering, Princeton University, Princeton, New Jersey 08544

Publications

• Adaptive Learning of Drug Quality and Optimization of Patient Recruitment for Clinical Trials with Dropouts — Manufacturing & Service Operations Management 2022
• Optimistic Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds — Operations Research 2020
• Optimal Online Learning for Nonlinear Belief Models Using Discrete Priors — Operations Research 2020
• Bayesian Exploration for Approximate Dynamic Programming — Operations Research 2019
• Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage — INFORMS Journal on Computing 2018
• A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model — INFORMS Journal on Computing 2018
• Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization — INFORMS Journal on Computing 2017
• ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets — Operations Research 2017
• An Approximate Dynamic Programming Algorithm for Monotone Value Functions — Operations Research 2015
• Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming — INFORMS Journal on Computing 2015
• SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy — INFORMS Journal on Computing 2012
• The Knowledge Gradient Algorithm for a General Class of Online Learning Problems — Operations Research 2012
• Information Collection on a Graph — Operations Research 2011
• Optimal Energy Commitments with Storage and Intermittent Supply — Operations Research 2011
• The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery — INFORMS Journal on Computing 2011
• Rejoinder—The Languages of Stochastic Optimization — INFORMS Journal on Computing 2010
• Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem — Management Science 2010
• Feature Article—Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming — INFORMS Journal on Computing 2010
• The Knowledge-Gradient Policy for Correlated Normal Beliefs — INFORMS Journal on Computing 2009
• A Metastrategy for Large-Scale Resource Management Based on Informational Decomposition — INFORMS Journal on Computing 2006
• Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems — INFORMS Journal on Computing 2006
• A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations — Operations Research 2005
• Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry — Operations Research 2002
• An Adaptive, Distribution-Free Algorithm for the Newsvendor Problem with Censored Demands, with Applications to Inventory and Distribution — Management Science 2001
• A Flexible Java Representation for Uncertainty in Online Operations-Research Models — INFORMS Journal on Computing 2001
• Shape – A Stochastic Hybrid Approximation Procedure for Two-Stage Stochastic Programs — Operations Research 2000
• Solving Parallel Machine Scheduling Problems by Column Generation — INFORMS Journal on Computing 1999
• An Algorithm for Multistage Dynamic Networks with Random Arc Capacities, with an Application to Dynamic Fleet Management — Operations Research 1996
• Stochastic and Dynamic Models in Transportation — Operations Research 1993
• A Primal Partitioning Solution for the Arc-Chain Formulation of a Multicommodity Network Flow Problem — Operations Research 1993
• A Capacity Improvement Lower Bound for Fixed Charge Network Design Problems — Operations Research 1990
• OR Practice—Design and Implementation of an Interactive Optimization System for Network Design in the Motor Carrier Industry — Operations Research 1989
• Mitigating End Effects in the Dynamic Vehicle Allocation Model — Management Science 1988
• The Bulk Service Queue with a General Control Strategy: Theoretical Analysis and a New Computational Procedure — Operations Research 1986