Warren B. Powell

发表

Warren B. Powell, 2007 .

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty

Jürgen Branke, Warren B. Powell, Barry L. Nelson, 2009, Sampling-based Optimization in the Presence of Uncertainty.

A Capacity Improvement Lower Bound for Fixed Charge Network Design Problems

Warren B. Powell, Bruce W. Lamar, Yosef Sheffi, 1990, Oper. Res..

Feature Article - Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming

Warren B. Powell, Warrren B Powell, 2010, INFORMS J. Comput..

Minimizing total tardiness in a stochastic single machine scheduling problem using approximate dynamic programming

Warren B. Powell, Débora P. Ronconi, D. P. Ronconi, 2010, J. Sched..

Hierarchical Decision Making

Warren B. Powell, Jennie Si, Andrew G. Barto, 2004 .

Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable

Warren B. Powell, David M. Blei, Lauren Hannah, 2010, NIPS.

Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces

Warren B. Powell, Xinyu He, Yangzhou Hu, 2018, SIAM J. Optim..

Restricted Recourse Strategies for Dynamic Networks with Random Arc Capacities

Warren B. Powell, Linos F. Frantzeskakis, 1994, Transp. Sci..

Backward Approximate Dynamic Programming with Hidden Semi-Markov Stochastic Models in Energy Storage Optimization

Warren B. Powell, Joseph Durante, Juliana Nascimento, 2017, 1710.03914.

Measuring the cost of imperfect information for the military airlift problem

Warren B. Powell, Tongqiang Tony Wu, 2004 .

Paradoxes in Learning and the Marginal Value of Information

Warren B. Powell, Peter I. Frazier, P. Frazier, 2010, Decis. Anal..

Integrating Pattern-Based Reasoning in Multimodal Decision Systems

Susan L. Epstein, Warren B. Powell, Jack Gelfand, 1998 .

An Approximate Dynamic Programming Algorithm for Monotone Value Functions

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2014, Oper. Res..

A Local Improvement Heuristic for the Design of Less-than-Truckload Motor Carrier Networks

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

STOCHASTIC PROPERTIES OF FLOWS IN FREIGHT CONSOLIDATION NETWORKS

Warren B. Powell, Hugo P. Simão, 1987 .

A transportation network evacuation model

Warren B. Powell, Hani S. Mahmassani, Yosef Sheffi, 1982 .

Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry

Warren B. Powell, Steve Bowers, Jack Gelfand, 2002, Oper. Res..

A Unified Framework for Optimization Under Uncertainty

Warren B. Powell, Warrren B Powell, 2016 .

On Algorithms for Nonlinear Dynamic Networks

Warren B. Powell, Elif Berkkam, Irvin J. Lustig, 1993 .

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty

Jürgen Branke, Warren B. Powell, Barry L. Nelson, 2009, Sampling-based Optimization in the Presence of Uncertainty.

Merging AI and OR to solve high-dimensional stochastic optimization problems using approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2008 .

Subset Selection Problems

Warren B. Powell, Ilya O. Ryzhov, 2012 .

AI, OR and Control Theory: A Rosetta Stone for Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2012 .

Stochastic and dynamic networks and routing

Warren B. Powell, Patrick Jaillet, Amedeo R. Odoni, 1995 .

A Monte Carlo knowledge gradient method for learning abatement potential of emissions reduction technologies

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

Bias-Corrected Q-Learning With Multistate Extension

Warren B. Powell, Donghun Lee, Warrren B Powell, 2019, IEEE Transactions on Automatic Control.

Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2006, INFORMS J. Comput..

Some Fixed-Point Results for the Dynamic Assignment Problem

Warren B. Powell, Michael Z. Spivey, 2003, Ann. Oper. Res..

SDDP vs. ADP: The Effect of Dimensionality in Multistage Stochastic Optimization for Grid Level Energy Storage

Warren B. Powell, Tsvetan Asamov, Daniel F. Salas, 2016, 1605.01521.

Dynamic fleet management as a logistics queueing network

Warren B. Powell, Hugo P. Simão, Gregory A. Godfrey, 1995, Ann. Oper. Res..

Approximate Dynamic Programming for Planning a Ride-Sharing System using Autonomous Fleets of Electric Vehicles pdf

Warren B. Powell, Lina Al-Kanj, Juliana M. Nascimento, 2018, Eur. J. Oper. Res..

An adaptive-learning framework for semi-cooperative multi-agent coordination

Warren B. Powell, Jean Berger, Abdeslem Boukhtouta, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Guest Editorial: Special Issue on Energy and Transportation

Diego Klabjan, Warren B. Powell, 2014, Transp. Sci..

Bias-corrected Q-learning to control max-operator bias in Q-learning

Warren B. Powell, Donghun Lee, Boris Defourny, 2013, 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning pdf

Warren B. Powell, Dionysios S. Kalogerias, 2019, ArXiv.

Optimal learning of transition probabilities in the two-agent newsvendor problem

Warren B. Powell, Ilya O. Ryzhov, Martin R. Valdez-Vivas, 2010, Proceedings of the 2010 Winter Simulation Conference.

Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems

Warren B. Powell, Joseph Durante, Raj Patel, 2018, SIAM/ASA J. Uncertain. Quantification.

Optimal Online Learning for Nonlinear Belief Models Using Discrete Priors

Warren B. Powell, Weidong Han, 2020, Oper. Res..

THE DYNAMIC VEHICLE ALLOCATION PROBLEM WITH UNCERTAIN DEMANDS

Warren B. Powell, Yosef Sheffi, S Thiriez, 1987 .

Approximate Dynamic Programming: Solving the Curses of Dimensionality (Wiley Series in Probability and Statistics)

Warren B. Powell, Warrren B Powell, 2007 .

Reinforcement Learning via Parametric Cost Function Approximation for Multistage Stochastic Programming

Warren B. Powell, Saeed Ghadimi, Raymond T. Perkins, 2020, 2001.00831.

An Optimization-Based Heuristic for Vehicle Routing and Scheduling with Soft Time Window Constraints

Warren B. Powell, Marius M. Solomon, Yiannis A. Koskosidis, 1992, Transp. Sci..

What you should know about approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2009, Naval Research Logistics (NRL).

The value of information in multi-armed bandits with exponentially distributed rewards

Warren B. Powell, Ilya O. Ryzhov, 2011, ICCS.

Waiting time distributions for transient bulk queues with general vehicle dispatching strategies

Warren B. Powell, Hugo P. Simão, Warrren B Powell, 1988 .

Learning in Mathematical Programming

Warren B. Powell, Ilya O. Ryzhov, 2012 .

Optimal Learning

Warren B. Powell, Peter Frazier, P. Frazier, 2022, Encyclopedia of Machine Learning and Data Mining.

May the best man win: Simulation optimization for match-making in e-sports

Warren B. Powell, Ilya O. Ryzhov, Awais Tariq, 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).

Shipment Routing Algorithms with Tree Constraints

Warren B. Powell, Ioannis A. Koskosidis, Warrren B Powell, 1992, Transp. Sci..

On the Value of Optimal Myopic Solutions for Dynamic Routing and Scheduling Problems in the Presence of User Noncompliance

Warren B. Powell, Arun Marar, Michael T. Towns, 2000, Transp. Sci..

Risk-Averse Approximate Dynamic Programming with Quantile-Based Risk Measures pdf

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2015, Math. Oper. Res..

Meta-learning of Bidding Agent with Knowledge Gradient in a Fully Agent-based Sponsored Search Auction Simulator

Warren B. Powell, Donghun Lee, 2019, AAMAS.

Low-Rank Value Function Approximation for Co-Optimization of Battery Storage

Warren B. Powell, Tsvetan Asamov, Bolong Cheng, 2018, IEEE Transactions on Smart Grid.

Approximate Dynamic Programming for Locomotive Optimization

Warren B. Powell, Sourav Das, Junxia Chang, 2010 .

The Next Generation of Optimization: A Unified Framework for Dynamic Resource Allocation Problems

Warren B. Powell, 2019 .

Simulation optimization: A panel on the state of the art in research and practice

Warren B. Powell, Michael C. Fu, Barry L. Nelson, 2014, Proceedings of the Winter Simulation Conference 2014.

APPLIED MATHEMATICAL OPTIMIZATION

Berç Rustem, Warren B. Powell, Stein Wallace, 2014 .

Asymptotically optimal Bayesian sequential change detection and identification rules

Warren B. Powell, Kazutoshi Yamazaki, Savas Dayanik, 2013, Ann. Oper. Res..

A Review of Sensitivity Results for Linear Networks and a New Approximation to Reduce the Effects of Degeneracy

Warren B. Powell, Warrren B Powell, 1989, Transp. Sci..

Robust Forecasting for Unit Commitment with Wind

Warren B. Powell, Boris Defourny, Hugo P. Simão, 2013, 2013 46th Hawaii International Conference on System Sciences.

Locomotive Planning at Norfolk Southern: An Optimizing Simulator Using Approximate Dynamic Programming

Warren B. Powell, Sourav Das, Clark Cheng, 2014, Interfaces.

Value Function Approximations for Resource Allocation Problems

Warren B. Powell, 2011 .

GUIDANCE IN THE USE OF ADAPTIVE CRITICS FOR CONTROL

Warren B. Powell, Jennie Si, Andrew G. Barto, 2007 .

Approximate dynamic programming with correlated Bayesian beliefs

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Active Learning in Statistics

Warren B. Powell, Ilya O. Ryzhov, 2012 .

Finite-time Analysis for the Knowledge-Gradient Policy pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2016, SIAM J. Control. Optim..

Information Collection on a Graph

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2011, Oper. Res..

Exploiting structure in adaptive dynamic programming algorithms for a stochastic batch service problem

Warren B. Powell, Katerina Papadaki, Warrren B Powell, 2002, Eur. J. Oper. Res..

Tutorial on Stochastic Optimization in Energy—Part I: Modeling and Policies

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2016, IEEE Transactions on Power Systems.

Analysis of Vehicle Holding and Cancellation Strategies in Bulk Arrival, Bulk Service Queues

Warren B. Powell, Warrren B Powell, 1985, Transp. Sci..

Optimal learning for sequential sampling with non-parametric beliefs

Warren B. Powell, Emre Barut, Warrren B Powell, 2014, J. Glob. Optim..

Approximate dynamic programming for management of high‐value spare parts

Warren B. Powell, Hugo P. Simão, Warrren B Powell, 2009, Journal of Manufacturing Technology Management.

Optimal learning with a local parametric belief model

Warren B. Powell, Arta A. Jamshidi, Bolong Cheng, 2015, J. Glob. Optim..

Approximate Dynamic Programming in Knowledge Discovery for Rapid Response

Paul B. Kantor, Warren B. Powell, Peter I. Frazier, 2009, 2009 42nd Hawaii International Conference on System Sciences.

Warren B. Powell, Peter I. Frazier, Warren R. Scott, 2011, SIAM J. Optim..

Adaptive Estimation and Stepsizes

Warren B. Powell, 2011 .

Simulation model calibration with correlated knowledge-gradients

Warren B. Powell, Peter I. Frazier, Hugo P. Simão, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

OR Practice - Design and Implementation of an Interactive Optimization System for Network Design in the Motor Carrier Industry

Warren B. Powell, Yosef Sheffi, 1989, Oper. Res..

Approximate dynamic programming in transportation and logistics: a unified framework

Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari, 2012, EURO J. Transp. Logist..

Using Low-Dimensional Patterns in Optimizing Simulators: An Illustration for the Airlift Mobility Problem

Warren B. Powell, Tongqiang Tony Wu, 2003 .

A Metastrategy for Large-Scale Resource Management Based on Informational Decomposition

Warren B. Powell, Joel A. Shapiro, 2006, INFORMS J. Comput..

The Information-Collecting Vehicle Routing Problem: Stochastic Optimization for Emergency Storm Response pdf

Warren B. Powell, Lina Al-Kanj, Belgacem Bouzaïene-Ayari, 2016, ArXiv.

A generalized threshold algorithm for the shortest path problem with time windows

Warren B. Powell, Zhi-Long Chen, 1997, Network Design: Connectivity and Facilities Location.

Adaptive Stochastic Control for the Smart Grid

Warren B. Powell, Roger Anderson, Albert Boulanger, 2011, Proceedings of the IEEE.

The Knowledge-Gradient Policy for Correlated Normal Beliefs

Warren B. Powell, Peter I. Frazier, Savas Dayanik, 2009, INFORMS J. Comput..

Dynamic control of multicommodity fleet management problems

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1997 .

NETVAC 1: A Transportation Network Evacuation Model

Warren B. Powell, Hani S. Mahmassani, Yosef Sheffi, 1980 .

Approximate, Closed Form Moment Formulas for Bulk Arrival, Bulk Service Queues

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

From Single Commodity to Multiattribute Models for Locomotive Optimization: A Comparison of Optimal Integer Programming and Approximate Dynamic Programming

Warren B. Powell, Clark Cheng, Ricardo Fiorillo, 2016, Transp. Sci..

Optimal Learning for Efficient Experimentation in Nanotechnology and Biochemistry

Warren B. Powell, Peter I. Frazier, 2015 .

A Probability Model for Grid Faults Using Incomplete Information

Warren B. Powell, Lina Al-Kanj, Belgacem Bouzaïene-Ayari, 2017, IEEE Transactions on Smart Grid.

A unified framework for stochastic optimization

Warren B. Powell, Warrren B Powell, 2019, Eur. J. Oper. Res..

Optimal Energy Commitments with Storage and Intermittent Supply

Warren B. Powell, Jae Ho Kim, Warrren B Powell, 2011, Oper. Res..

An approximate dynamic programming approach for semi-cooperative multi-agent resource management

Warren B. Powell, Jean Berger, Abdeslem Boukhtouta, 2012, SOCO 2012.

Exact algorithms for scheduling multiple families of jobs on parallel machines

Warren B. Powell, Zhi-Long Chen, 2003 .

Stochastic Programming in Transportation and Logistics

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2003 .

Information representation in large-scale resource allocation problems: theory, algorithms and applications

Warren B. Powell, Arun Marar, Warrren B Powell, 2002 .

Adaptive Labeling Algorithms for the Dynamic Assignment Problem

Warren B. Powell, Wayne Snow, Raymond K.-M. Cheung, 2000, Transp. Sci..

An optimal learning method for developing personalized treatment regimes pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2016, ArXiv.

An Algorithm for Multistage Dynamic Networks with Random Arc Capacities, with an Application to Dynamic Fleet Management

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1996, Oper. Res..

Stochastic Set Partitioning Methods for Operational Planning of Aircraft and Crews.

Warren B. Powell, 1996 .

Wiley Series in Probability and Statistics

Warren B. Powell, 2007 .

Bounding procedures for multistage stochastic dynamic networks

Warren B. Powell, Linos F. Frantzeskakis, 1993, Networks.

The authors' reply to the discussion on Â¿A cyclotron for medical researchÂ¿

Warren B. Powell, J. W. Gallop, D. D. Vonberg, 1957 .

Adaptive Stochastic Control for the Smart Grid The main theme of this paper is that creation of the Smart Grid will provide self-healing capabilities and improved efficiency and allow load and source management for better performance.

Warren B. Powell, Roger N. Anderson, Albert Boulanger, 2011 .

A Primal Partitioning Solution for the Arc-Chain Formulation of a Multicommodity Network Flow Problem

Warren B. Powell, Irvin Lustig, Judith M. Farvolden, 1993, Oper. Res..

Computational sustainability

Thomas G. Dietterich, Steve Kelling, Warren B. Powell, 2011, AI Mag..

The Challenges of Learning

Warren B. Powell, Ilya O. Ryzhov, 2012 .

An Approximate Dynamic Programming Algorithm for the Allocation of High-Voltage Transformer Spares in the Electric Grid

Warren B. Powell, Johannes Enders, David Egan, 2012 .

Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds

Warren B. Powell, Lina Al-Kanj, Daniel R. Jiang, 2017, ArXiv.

Numerical Methods for Simulating Transient, Stochastic Queueing Networks - I: Methodology

Warren B. Powell, Hugo P. Simão, 1992, Transp. Sci..

Real-Time Optimization of Containers and Flatcars for Intermodal Operations

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1998, Transp. Sci..

Monotonicity in multidimensional Markov decision processes for the batch dispatch problem

Warren B. Powell, Katerina Papadaki, 2007, Oper. Res. Lett..

A note on Bertsekas' small-label-first strategy

Warren B. Powell, Zhi-Long Chen, Warrren B Powell, 1997, Networks.

Approximate dynamic programming algorithms for optimal dosage decisions in controlled ovarian hyperstimulation

Warren B. Powell, Lei Zhao, Miao He, 2012, Eur. J. Oper. Res..

Dynamic Models of Transportation Operations

Warren B. Powell, Warrren B Powell, 2003, Supply Chain Management.

Information Collection for Linear Programs with Uncertain Objective Coefficients

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012, SIAM J. Optim..

Consistency of Sequential Bayesian Sampling Policies

Warren B. Powell, Peter I. Frazier, P. Frazier, 2011, SIAM J. Control. Optim..

The Knowledge Gradient Algorithm for a General Class of Online Learning Problems

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2012, Oper. Res..

Optimal Hour-Ahead Bidding in the Real-Time Electricity Market with Battery Storage Using Approximate Dynamic Programming

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2014, INFORMS J. Comput..

Exploration Versus Exploitation

Warren B. Powell, Warren B. Powell, 2011 .

A Flexible Java Representation for Uncertainty in Online Operations-Research Models

Warren B. Powell, David Bernstein, Joel A. Shapiro, 2000, INFORMS J. Comput..

Approximate Dynamic Programming - Solving the Curses of Dimensionality

Warren B. Powell, Warrren B Powell, 2007 .

The optimizing-simulator: An illustration using the military airlift problem

Warren B. Powell, Tongqiang Tony Wu, Alan Whisman, 2009, TOMC.

“Approximate dynamic programming: Solving the curses of dimensionality” by Warren B. Powell

Warren B. Powell, Warrren B Powell, 2007, Wiley Series in Probability and Statistics.

NETVAC 2: User's Manual

Warren B. Powell, Hani S. Mahmassani, Yosef Sheffi, 1982 .

Command and Control: Planning the Organization and Flow of Information and Decisions in Complex Operations

Warren B. Powell, 2004 .

The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery

Warren B. Powell, Peter I. Frazier, Diana M. Negoescu, 2011, INFORMS J. Comput..

A Turnkey, Microcomputer-Based Logistics Planning System

Warren B. Powell, Yosef Sheffi, David P. Carlisle, 1987 .

Regularized Decomposition of High-Dimensional Multistage Stochastic Programs with Markov Uncertainty

Warren B. Powell, Tsvetan Asamov, Warrren B Powell, 2015, SIAM J. Optim..

An Optimal Approximate Dynamic Programming Algorithm for Concave, Scalar Storage Problems With Vector-Valued Controls

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2013, IEEE Transactions on Automatic Control.

The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks

Warren B. Powell, Chu Wang, Yingfei Wang, 2016, ICML.

Approximate Dynamic Programming for High-Dimensional Problems

Warren B. Powell, Warrren B Powell, 2007 .

On the robustness of a one-period look-ahead policy in multi-armed bandit problems

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2010, ICCS.

An Optimal Approximate Dynamic Programming Algorithm for the Lagged Asset Acquisition Problem

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2009, Math. Oper. Res..

A Stochastic Model of the Dynamic Vehicle Allocation Problem

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

The single-node dynamic service scheduling and dispatching problem

Teodor Gabriel Crainic, Warren B. Powell, José Eugênio Leal, 2006, Eur. J. Oper. Res..

ADP for Finite Horizon Problems

Warren B. Powell, 2007 .

Hierarchical Knowledge Gradient for Sequential Sampling

Warren B. Powell, Peter I. Frazier, Martijn R. K. Mes, 2011, J. Mach. Learn. Res..

A Distributed Decision-Making Structure for Dynamic Resource Allocation Using Nonlinear Functional Approximations

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2005, Oper. Res..

Solving Parallel Machine Scheduling Problems by Column Generation

Warren B. Powell, Zhi-Long Chen, Warrren B Powell, 1999, INFORMS J. Comput..

Approximate Dynamic Programming in Knowledge Discovery for Rapid Response

Paul B. Kantor, Warren B. Powell, Peter I. Frazier, 2009 .

A Knowledge-Gradient Policy for Sequential Information Collection

Warren B. Powell, Peter I. Frazier, Savas Dayanik, 2008, SIAM J. Control. Optim..

Combining cost-based and rule-based knowledge in complex resource allocation problems

Sanjeev R. Kulkarni, Warren B. Powell, Arun Marar, 2006 .

Bayesian active learning with basis functions

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2011, 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

An algorithm for approximating piecewise linear concave functions from sample gradients

Warren B. Powell, Huseyin Topaloglu, 2003, Oper. Res. Lett..

Stochastic and Dynamic Models in Transportation

Moshe Dror, Warren B. Powell, 1993, Oper. Res..

The Knowledge Gradient Policy Using A Sparse Additive Belief Model pdf

Warren B. Powell, Han Liu, Yan Li, 2015, ArXiv.

Handbook of Learning and Approximate Dynamic Programming

Warren B. Powell, Jennie Si, Donald C. Wunsch, 2006, IEEE Transactions on Automatic Control.

Dynamic Decision Making in Energy Systems with Storage and Renewable Energy Sources

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2017 .

Tutorial on Stochastic Optimization in Energy—Part II: An Energy Storage Illustration

Warren B. Powell, Stephan Meisel, Warrren B Powell, 2016, IEEE Transactions on Power Systems.

A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model

Yan Li, Warren B. Powell, Yingfei Wang, 2015, INFORMS J. Comput..

Risk Directed Importance Sampling in Stochastic Dual Dynamic Programming with Hidden Markov Models for Grid Level Energy Storage.

Warren B. Powell, Joseph L. Durante, Juliana Nascimento, 2020 .

Optimizing While Learning

Warren B. Powell, Warrren B Powell, 2011 .

Optimal Learning: Powell/Optimal

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012 .

Benchmarking a Scalable Approximate Dynamic Programming Algorithm for Stochastic Control of Grid-Level Energy Storage

Warren B. Powell, Daniel F. Salas, Warrren B Powell, 2018, INFORMS J. Comput..

Co-Optimizing Battery Storage for the Frequency Regulation and Energy Arbitrage Using Multi-Scale Dynamic Programming

Warren B. Powell, Bolong Cheng, Warrren B Powell, 2018, IEEE Transactions on Smart Grid.

Ranking and selection meets robust optimization

Warren B. Powell, Boris Defourny, Ilya O. Ryzhov, 2012, Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC).

MOLTE: a Modular Optimal Learning Testing Environment pdf

Warren B. Powell, Yingfei Wang, Warrren B Powell, 2017, ArXiv.

Restricted recourse strategies for bounding the expected network recourse function

Warren B. Powell, Linos F. Frantzeskakis, 1996, Ann. Oper. Res..

Multicommodity network flows: The impact of formulation on decomposition

Warren B. Powell, Irvin Lustig, Kim L. Jones, 1993, Math. Program..

Toward a Unified Modeling Framework for Real-Time Logistics Control

Warren B. Powell, 1996 .

ADAPT: A Price-Stabilizing Compliance Policy for Renewable Energy Certificates: The Case of SREC Markets

Warren B. Powell, Javad Khazaei, Michael Coulon, 2017, Oper. Res..

An Intelligent Battery Controller Using Bias-Corrected Q-learning

Warren B. Powell, Donghun Lee, Warrren B Powell, 2012, AAAI.

Using Static Flow Patterns in Time-Staged Resource Allocation Problems

Warren B. Powell, Arun Marar, Warrren B Powell, 2006 .

Sensitivity Analysis of a Dynamic Fleet Management Model Using Approximate Dynamic Programming

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2007, Oper. Res..

Optimal Learning with Local Nonlinear Parametric Models over Continuous Designs

Warren B. Powell, Xinyu He, Kristofer G. Reyes, 2020, SIAM J. Sci. Comput..

A column generation based decomposition algorithm for a parallel machine just-in-time scheduling problem

Warren B. Powell, Zhi-Long Chen, 1999, Eur. J. Oper. Res..

SMART: A Stochastic Multiscale Model for the Analysis of Energy Resources, Technology, and Policy

Warren B. Powell, Jeffrey Stewart, Hugo P. Simão, 2012, INFORMS J. Comput..

The knowledge gradient algorithm for online subset selection

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, II: Multiperiod Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2002, Transp. Sci..

The Dynamic Assignment Problem

Warren B. Powell, Michael Z. Spivey, Warrren B Powell, 2004, Transp. Sci..

Optimal Signal Settings Over Transportation Networks

Warren B. Powell, Yosef Sheffi, 1983 .

Interactive Optimization Improves Service and Performance for Yellow Freight System

Warren B. Powell, John W. Braklow, William W. Graham, 1992 .

Least squares policy iteration with instrumental variables vs. direct policy search: comparison against optimal benchmarks using energy storage

Warren B. Powell, Warren R. Scott, Somayeh Moazehi, 2014, INFOR Inf. Syst. Oper. Res..

Quantifying Experimental Characterization Choices in Optimal Learning and Materials Design

Warren B. Powell, Si Chen, Yan Li, 2015 .

Reinforcement Learning and Its Relationship to Supervised Learning

Warren B. Powell, Jennie Si, Andrew G. Barto, 2004 .

A network recourse decomposition method for dynamic networks with random arc capacities

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1994, Networks.

Optimal Information Blending with Measurements in the L2 Sphere

Warren B. Powell, Boris Defourny, Ilya O. Ryzhov, 2015, Math. Oper. Res..

An algorithm for the equilibrium assignment problem with random link times

Warren B. Powell, Yosef Sheffi, Warrren B Powell, 1982, Networks.

Approximate Dynamic Programming Captures Fleet Operations for Schneider National

Warren B. Powell, Ted Gifford, Hugo P. Simão, 2010, Interfaces.

Evolutionary Policy Iteration Under a Sampling Regime for Stochastic Combinatorial Optimization

Warren B. Powell, Lauren Hannah, Warrren B Powell, 2010, IEEE Transactions on Automatic Control.

Optimizing Over Continuous Measurements

Warren B. Powell, Ilya O. Ryzhov, 2012 .

A Representational Paradigm for Dynamic Resource Transformation Problems

Warren B. Powell, Joel A. Shapiro, Hugo P. Simão, 2001, Ann. Oper. Res..

Using low-dimensional patterns in optimizing simulators: An illustration for the military airlift problem

Warren B. Powell, Tongqiang Tony Wu, Hugo P. Simão, 2004 .

Bayesian Exploration for Approximate Dynamic Programming

Warren B. Powell, Martijn R.K. Mes, Ilya O. Ryzhov, 2019, Oper. Res..

C Xxxx Society for Industrial and Applied Mathematics Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability

Warren B. Powell, Si Chen, Michael C. McAlpine, 2022 .

A New Optimal Stepsize for Approximate Dynamic Programming

Warren B. Powell, Peter I. Frazier, Ilya O. Ryzhov, 2014, IEEE Transactions on Automatic Control.

Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming

Warren B. Powell, Abraham P. George, Warrren B Powell, 2006, Machine Learning.

The Challenges of Dynamic Programming

Warren B. Powell, 2007 .

The optimizing-simulator: merging simulation and optimization using approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2005, Proceedings of the Winter Simulation Conference, 2005..

Rejoinder - The Languages of Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2010, INFORMS J. Comput..

An Optimal Control Formulation of Large-Scale Multiclass Machine Scheduling Problems

Warren B. Powell, Zhi-Long Chen, 1997 .

A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning

Warren B. Powell, Han Liu, Yan Li, 2016, AISTATS.

Dynamic Programming Models and Algorithms for the Mutual Fund Cash Balance Problem

Warren B. Powell, Juliana M. Nascimento, Warrren B Powell, 2010, Manag. Sci..

Waiting-time distributions for bulk arrival, bulk service queues with vehicle-holding and cancellation strategies

Warren B. Powell, Warrren B Powell, 1987 .

The dynamic fleet management problem with uncertain demand and customer chosen service level

Warren B. Powell, Ning Shi, Haiqing Song, 2014 .

Clustering algorithms for consolidation of customer orders into vehicle shipments

Warren B. Powell, Yiannis A. Koskosidis, Warrren B Powell, 1992 .

Stochastic programs over trees with random arc capacities

Warren B. Powell, Raymond K. Cheung, 1994, Networks.

Subgradient Methods for the Service Network Design Problem

Warren B. Powell, Judith M. Farvolden, 1994, Transp. Sci..

SMART-Invest: a stochastic, dynamic planning for optimizing investments in wind, solar, and storage in the presence of fossil fuels. The case of the PJM electricity market

Warren B. Powell, Javad Khazaei, Warrren B Powell, 2018 .

Optimal Learning for Stochastic Optimization with Nonlinear Parametric Belief Models

Warren B. Powell, Xinyu He, Warrren B Powell, 2016, SIAM J. Optim..

An Adaptive Dynamic Programming Algorithm for Dynamic Fleet Management, I: Single Period Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2002, Transp. Sci..

A framework for representing and solving dynamic resource transformation problems

Warren B. Powell, Joel A. Shapiro, 1999 .

The Bulk Service Queue with a General Control Strategy: Theoretical Analysis and a New Computational Procedure

Warren B. Powell, Pierre A. Humblet, Warrren B Powell, 1986, Oper. Res..

Models and Algorithms for Distribution Problems with Uncertain Demands

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 1996, Transp. Sci..

Approximate dynamic programming for high dimensional resource allocation problems

Warren B. Powell, Hugo P. Simão, Abraham P. George, 2005 .

Learning Algorithms for Separable Approximations of Discrete Stochastic Optimization Problems

Warren B. Powell, Huseyin Topaloglu, Andrzej Ruszczynski, 2004, Math. Oper. Res..

A convergent recursive least squares approximate policy iteration algorithm for multi-dimensional Markov decision process with continuous state and action spaces

Warren B. Powell, Jun Ma, Warrren B Powell, 2009, 2009 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning.

NUMERICAL SIMULATION OF TRANSIENT BULK QUEUES WITH GENERAL VEHICLE DISPATCHING STRATEGIES

Warren B. Powell, Hugo P. Simão, 1986 .

Calibrating simulation models using the knowledge gradient with continuous parameters

Warren B. Powell, Hugo P. Simão, Warren R. Scott, 2010, Proceedings of the 2010 Winter Simulation Conference.

An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application

Warren B. Powell, Ted Gifford, Hugo P. Simão, 2009, Transp. Sci..

An Adaptive Dynamic Programming Algorithm for the Heterogeneous Resource Allocation Problem

Warren B. Powell, Joel A. Shapiro, Hugo P. Simão, 2002, Transp. Sci..

A comparison of approximate dynamic programming techniques on benchmark energy storage problems: Does anything work?

Warren B. Powell, Daniel R. Jiang, Daniel F. Salas, 2014, 2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL).

Robust policies for the transformer acquisition and allocation problem

Warren B. Powell, Johannes Enders, David Egan, 2010 .

An attribute–decision model for cross-border drayage problem

Warren B. Powell, Ning Shi, Hugo P. Simão, 2008 .

Numerical Methods for Simulating Transient, Stochastic Queueing Networks - II: Experimental Design

Warren B. Powell, Hugo P. Simão, 1992, Transp. Sci..

Optimal online learning in bidding for sponsored search auctions

Warren B. Powell, Donghun Lee, Weidong Han, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Value Function Approximation using Hierarchical Aggregation for Multiattribute Resource Management

Sanjeev R. Kulkarni, Warren B. Powell, Abraham P. George, 2004 .

A Multiplier Adjustment Method for Dynamic Resource Allocation Problems

Warren B. Powell, Tassio A. Carvalho, 2000, Transp. Sci..

Parallel Nonstationary Direct Policy Search for Risk-Averse Stochastic Optimization

Warren B. Powell, Boris Defourny, Somayeh Moazeni, 2017, INFORMS J. Comput..

Dirichlet Process Mixtures of Generalized Linear Models

Warren B. Powell, David M. Blei, Lauren Hannah, 2009, J. Mach. Learn. Res..

The knowledge gradient algorithm using locally parametric approximations

Warren B. Powell, Arta A. Jamshidi, Bolong Cheng, 2013, 2013 Winter Simulations Conference (WSC).

Approximate Dynamic Programming I: Modeling

Warren B. Powell, Warrren B Powell, 2011 .

Learning with a Physical State

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2012 .

Selected Abstracts for the 1989 Transportation Science Section Dissertation Prize Competition

Warren B. Powell, 1990, Transp. Sci..

Shape - a Stochastic Hybrid Approximation Procedure for Two-Stage Stochastic Programs

Warren B. Powell, Raymond K.-M. Cheung, Warrren B Powell, 2000, Oper. Res..

Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets pdf

Warren B. Powell, Yingfei Wang, Juliana Martins Do Nascimento, 2018, ArXiv.

Perspectives of approximate dynamic programming

Warren B. Powell, Warrren B Powell, 2012, Annals of Operations Research.

Strategic, Tactical and Real-Time Planning of Locomotives at Norfolk Southern Using Approximate Dynamic Programming

Warren B. Powell, Sourav Das, Clark Cheng, 2012 .

An Approximate Labelling Algorithm for the Dynamic Assignment Problem

Warren B. Powell, Derek Harold Gittoes, 1996 .

Chapter 5 Dynamic Models for Freight Transportation

Warren B. Powell, Hugo P. Simão, Belgacem Bouzaïene-Ayari, 2007, Transportation.

Semiconvex Regression for Metamodeling-Based Optimization

David B. Dunson, Warren B. Powell, Lauren Hannah, 2014, SIAM J. Optim..

Capturing incomplete information in resource allocation problems through numerical patterns

Warren B. Powell, Arun Marar, Warrren B Powell, 2009, Eur. J. Oper. Res..

Incorporating Pricing Decisions into the Stochastic Dynamic Fleet Management Problem

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2007, Transp. Sci..

A stochastic passenger loading model of airline schedule performance

Warren B. Powell, 1983 .

Dynamic Models for Freight Transportation

Warren B. Powell, Hugo P. Simão, Belgacem Bouzaiene-Ayari, 2007 .

Clearing the Jungle of Stochastic Optimization

Warren B. Powell, Warrren B Powell, 2014 .

Optimal Policies for Routing Multi Sensor-Effector Combined Autonomous Devices

Warren B. Powell, Yura Oh, 2019, 2019 International Symposium on Multi-Robot and Multi-Agent Systems (MRS).

The 1990 Transportation Science Section Dissertation Prize Competition

Warren B. Powell, 1991, Transp. Sci..

Energy and Uncertainty: Models and Algorithms for Complex Energy Systems

Warren B. Powell, Warrren B Powell, 2014, AI Mag..

A Tour of the Jungle of Approximate Dynamic Programming

Warren B. Powell, Warrren B Powell, 2011 .

The knowledge-gradient stopping rule for ranking and selection

Warren B. Powell, Peter I. Frazier, P. Frazier, 2008, 2008 Winter Simulation Conference.

Approximate Dynamic Programming for Large-Scale Resource Allocation Problems

Warren B. Powell, Huseyin Topaloglu, Warrren B Powell, 2006 .

Introduction to Approximate Dynamic Programming

Warren B. Powell, 2007 .

Approximate dynamic programming: Lessons from the field

Warren B. Powell, Warrren B Powell, 2008, 2008 Winter Simulation Conference.

A Probabilistic Model of Bus Route Performance

Warren B. Powell, Yosef Sheffi, 1983 .

Optimal control of dosage decisions in controlled ovarian hyperstimulation

Warren B. Powell, Lei Zhao, Miao He, 2010, Ann. Oper. Res..

A Robust Solution to the Load Curtailment Problem

Warren B. Powell, Boris Defourny, L. Wu, 2013, IEEE Transactions on Smart Grid.

The Effect of Robust Decisions on the Cost of Uncertainty in Military Airlift Operations

Warren B. Powell, Abdeslem Boukhtouta, Belgacem Bouzaïene-Ayari, 2011, TOMC.

Approximate dynamic programming for rail operations

Warren B. Powell, Belgacem Bouzaïene-Ayari, 2007, ATMOS.

Adaptive estimation of daily demands with complex calendar effects for freight transportation

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 2000 .

Reinforcement learning for electricity dispatch in grids with high intermittent generation and energy storage systems: A case study for the Brazilian grid

Warren B. Powell, Alberto Luiz Francato, Vinícius de Carvalho Neiva Pinheiro, 2020, International Journal of Energy Research.

Mitigating end effects in the dynamic vehicle allocation model

Warren B. Powell, Richard E. Hughes, 1988 .

Dynamic Control of Logistics Queueing Networks for Large-Scale Fleet Management

Warren B. Powell, Tassio A. Carvalho, Warrren B Powell, 1998, Transp. Sci..

A COMPARATIVE REVIEW OF ALTERNATIVE ALGORITHMS FOR THE DYNAMIC VEHICLE ALLOCATION PROBLEM

Warren B. Powell, Warrren B Powell, 1988 .

A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers

Warren B. Powell, Warrren B Powell, 1996, Transp. Sci..

Iterative Algorithms for Bulk Arrival, Bulk Service Queues with Poisson and Non-Poisson Arrivals

Warren B. Powell, Warrren B Powell, 1986, Transp. Sci..

Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science

Warren B. Powell, Chad A. Mirkin, Keith A. Brown, 2015, SIAM J. Sci. Comput..

Optimal Learning and Approximate Dynamic Programming

Warren B. Powell, Ilya O. Ryzhov, Warrren B Powell, 2013 .

A LOWER BOUND FOR UNCAPACITATED, MULTICOMMODITY FIXED CHARGE NETWORK DESIGN PROBLEMS

Warren B. Powell, Bruce W. Lamar, Yosef Sheffi, 1986 .

Optimal Policies for Risk-Averse Electric Vehicle Charging with Spot Purchases

Warren B. Powell, Daniel R. Jiang, Warrren B Powell, 2016 .

An Adaptive Dynamic Programming Algorithm for Integer Stochastic , Dynamic Resource Allocation Problems

Warren B. Powell, Gregory A. Godfrey, 1999 .

Asymptotic Optimality of Sequential Sampling Policies for Bayesian Information Collection

Warren B. Powell, Peter I. Frazier, P. Frazier, 2008 .

INTERACTIVE OPTIMIZATION FOR MOTOR CARRIER LOAD PLANNING

Warren B. Powell, Yosef Sheffi, 1986 .

Approximate Dynamic Programming—II: Algorithms

Warren B. Powell, Warrren B Powell, 2010 .

OPTIMAL DOSING APPLIED TO GLYCEMIC CONTROL FOR TYPE 2 DIABETES

Warren B. Powell, Warrren B Powell, Katie W. Hsih, 2010 .

A COMPARISON OF STOCHASTIC AND DETERMINISTIC TRAFFIC ASSIGNMENT OVER CONGESTED NETWORKS

Warren B. Powell, Yosef Sheffi, Warrren B Powell, 1981 .

A unified framework for stochastic and dynamic programming

Warren B. Powell, Warrren B Powell, 2012 .

An Adaptive Approximation Method for Stochastic , Dynamic Programs , with Applications to Inventory and Distribution Problems

Warren B. Powell, Gregory A. Godfrey, 1998 .

A numerical investigation of the impact of uncertain demand and varying risk preferences on the pricing and capacity decisions of transportation firms: The case of airlines

Warren B. Powell, Clifford Winston, Warrren B Powell, 1983 .

A dynamic model for the failure replacement of aging high-voltage transformers

Warren B. Powell, David Egan, Warrren B Powell, 2010 .

Exploration vs. Exploitation

Warren B. Powell, 2007 .

Introduction to Markov Decision Processes

Warren B. Powell, 2007 .

A note on Bertsekas' small‐label‐first strategy

Warren B. Powell, Zhi-Long Chen, 1997 .

Analysis of airline operating strategies under stochastic demand

Warren B. Powell, Warrren B Powell, 1982 .

On Languages for Dynamic Resource Scheduling Problems

Warren B. Powell, Warrren B Powell, 1998 .

Bulk service queues with deviations from departure schedules: The problem of correlated headways

Warren B. Powell, Warrren B Powell, 1983 .

Marginal cost pricing of truckload services: A comparison of two approaches

Warren B. Powell, 1985 .

An Approximation Algorithm for Solving Multistage, Stochastic, Dynamic Resource Allocation Problems with Single Period Travel Times

Warren B. Powell, Gregory A. Godfrey, Warrren B Powell, 1999 .