Patrick M. Reed

发表

Avi Ostfeld, Russell Bent, Wenyan Wu, 2014 .

Simplifying multiobjective optimization: An automated design methodology for the nondominated sorted genetic algorithm‐II

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2003 .

Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points

Patrick M. Reed, Julianne D. Quinn, Klaus Keller, 2017, Environ. Model. Softw..

Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis

Patrick M. Reed, Thorsten Wagener, Martha P. Butler, 2014, Environ. Model. Softw..

Confronting Decision Cliffs: Diagnostic Assessment of Multi-Objective Evolutionary Algorithms' Performance for Addressing Uncertain Environmental Thresholds

Patrick M. Reed, V. L. Ward, Riddhi Singh, 2014 .

Evaluation of a Bias Aware Ensemble Kalman Filter Using a Scaled Aquifer Transport Experiment

Patrick M. Reed, Donna M. Rizzo, Joshua B. Kollat, 2007 .

Large-scale parallelization of the Borg multiobjective evolutionary algorithm to enhance the management of complex environmental systems

Patrick M. Reed, David Hadka, D. Hadka, 2015, Environ. Model. Softw..

Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery

Patrick M. Reed, Christopher J. Duffy, Mukesh Kumar, 2004, IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium.

An open-source model platform for water management that links models to a generic user-interface and data-manager

Patrick M. Reed, D. E. Rheinheimer, Julien J. Harou, 2010 .

Multiobjective Long-Term Groundwater Monitoring Design: The Benefits of Biasing Search Towards Key Tradeoffs

Patrick M. Reed, Venkat Devireddy, 2004 .

The effects of air pollution sources / sensor array configurations on the likelihood of obtaining accurate source term estimations

Patrick M. Reed, Barak Fishbain, Asaf Nebenzal, 2020 .

Diagnostic Analysis of Metamodels’ Multivariate Dependencies and Their Impacts in Many-Objective Design Optimization

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2013, DAC 2013.

Search Space Representation and Reduction Methods to Enhance Multiobjective Water Supply Monitoring Design

Patrick M. Reed, Wolfgang Nowak, Felix Bode, 2019, Water Resources Research.

Confronting tipping points: Can multi-objective evolutionary algorithms discover pollution control tradeoffs given environmental thresholds?

Patrick M. Reed, Klaus Keller, Riddhi Singh, 2015, Environ. Model. Softw..

Simplifying the Parameterization of Real-Coded Evolutionary Algorithms

Patrick M. Reed, Satoshi Yamaguchi, 2004 .

How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration

Patrick M. Reed, Thorsten Wagener, Yong Tang, 2005 .

Navigating Deeply Uncertain Tradeoffs in Harvested Predator-Prey Systems

Patrick M. Reed, Julianne D. Quinn, Antonia Hadjimichael, 2020, Complex..

Enhancing the Solution of Large Monitoring Network Design Problems Using a New Epsilon-Dominance Hierarchical Bayesian Optimization Algorithm

Patrick M. Reed, Joshua B. Kollat, 2008 .

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework

Patrick M. Reed, David Hadka, D. Hadka, 2013, Evolutionary Computation.

Comparison of Multi-Objective Evolutionary Algorithms for Long-Term Monitoring Design

Patrick M. Reed, Joshua B. Kollat, 2005 .

When are multiobjective calibration trade‐offs in hydrologic models meaningful?

Patrick M. Reed, Thorsten Wagener, Joshua B. Kollat, 2012 .

Visual Analytics Clarify The Scalability And Effectiveness Of Massively Parallel Many-Objective Optimization: A Groundwater Monitoring Design Example

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2013 .

Reply to J. Vrugt's comment on "How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration?"

Patrick M. Reed, Thorsten Wagener, Yong Tang, 2007 .

Discovering Dependencies, Trade‐Offs, and Robustness in Joint Dam Design and Operation: An Ex‐Post Assessment of the Kariba Dam

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2019, Earth's Future.

Multiobjective Tools and Strategies for Calibrating Integrated Models

Patrick M. Reed, Yong Tang, 2005 .

An open source framework for many-objective robust decision making

Patrick M. Reed, Jonathan D. Herman, Klaus Keller, 2015, Environ. Model. Softw..

Diagnostic assessment of the borg MOEA for many-objective product family design problems

Patrick M. Reed, Timothy W. Simpson, David Hadka, 2012, 2012 IEEE Congress on Evolutionary Computation.

Many-objective de Novo water supply portfolio planning under deep uncertainty

Joseph R. Kasprzyk, Patrick M. Reed, Gregory W. Characklis, 2012, Environ. Model. Softw..

Advances in the identification and evaluation of complex environmental systems models

Yong Tang, Zhenxing Zhang, Patrick M. Reed, 2009 .

Scalability Analysis of the Asynchronous, Master-Slave Borg Multiobjective Evolutionary Algorithm

Patrick M. Reed, Kamesh Madduri, David Hadka, 2013, 2013 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum.

The Role of the Systems Community in the National Science Foundation’s Environmental Observatories

Patrick M. Reed, Barbara S. Minsker, Gregory W. Characklis, 2007 .

Multi-Objective Evolutionary Algorithms’ Performance in a Support Role

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2015, DAC 2015.

Many objective robust decision making for complex environmental systems undergoing change

Joseph R. Kasprzyk, Patrick M. Reed, Robert J. Lempert, 2012, Environ. Model. Softw..

SIMPLIFYING MULTIOBJECTIVE OPTIMIZATION USING GENETIC ALGORITHMS

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2003 .

Multi-Objective Design Optimization for Product Platform and Product Family Design Using Genetic Algorithms

Patrick M. Reed, Timothy W. Simpson, Satish V. K. Akundi, 2005, DAC 2005.

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

Avi Ostfeld, Andrea Castelletti, Joseph R. Kasprzyk, 2014, Environ. Model. Softw..

Many objective visual analytics: rethinking the design of complex engineered systems

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2013 .

Many‐objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2014 .

Using interactive archives in evolutionary multiobjective optimization: A case study for long-term groundwater monitoring design

Patrick M. Reed, Joshua B. Kollat, V. K. Devireddy, 2007, Environ. Model. Softw..

The Mid-Atlantic Watershed Atlas (MAWA): Open access data search & watershed-based community building

Patrick M. Reed, Michael Anderson, Michael Piasecki, 2010, Environ. Model. Softw..

Why optimize long term groundwater monitoring design? A multiobjective case study of Hill Air Force Base

Patrick M. Reed, Barbara S. Minsker, Albert J. Valocchi, 2001 .

SENSITIVITY ANALYSIS TO IMPROVE WATER DISTRIBUTION SYSTEM OPTIMISATION

Zoran Kapelan, Guangtao Fu, Patrick M. Reed, 2011 .

Salient Issues in Comparing Performance of Multi-Objective Evolutionary Algorithms

Yong Tang, Patrick M. Reed, Joshua B. Kollat, 2005 .

A new epsilon-dominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems

Joseph R. Kasprzyk, Patrick M. Reed, Joshua B. Kollat, 2008 .

The Practitioner's Role in Competent Search and Optimization Using Genetic Algorithms

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2001 .

An open source model for quantifying risks in bulk electric power systems from spatially and temporally correlated hydrometeorological processes

Patrick M. Reed, Gregory W. Characklis, Yina Sun, 2020, Environ. Model. Softw..

Many-objective reconfiguration of operational satellite constellations with the Large-Cluster Epsilon Non-dominated Sorting Genetic Algorithm-II

Patrick M. Reed, David B. Spencer, Matthew P. Ferringer, 2009, 2009 IEEE Congress on Evolutionary Computation.

Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2011 .

Water pathways: An open source stochastic simulation system for integrated water supply portfolio management and infrastructure investment planning

Patrick M. Reed, Gregory W. Characklis, Harrison B. Zeff, 2020, Environ. Model. Softw..

Parallel Evolutionary Multi-Objective Optimization on Large, Heterogeneous Clusters: An Applications Perspective

Patrick M. Reed, Joshua B. Kollat, Matthew P. Ferringer, 2008, J. Aerosp. Comput. Inf. Commun..

Computational Scaling Analysis of Multiobjective Evolutionary Algorithms in Long-Term Groundwater Monitoring Applications

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2006 .

A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VIDEO)

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2007, Environ. Model. Softw..

Multiobjective sensitivity analysis to understand the information content in streamflow observations for distributed watershed modeling

Patrick M. Reed, Thorsten Wagener, Yong Tang, 2009 .

Efficient and Reliable Evolutionary Multiobjective Optimization Using epsilon-Dominance Archiving and Adaptive Population Sizing

Patrick M. Reed, Venkat Devireddy, P. Reed, 2004, GECCO.

Designing a new elitist Nondominated Sorted Genetic Algorithm for a multiobjective long term groundwater monitoring application

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2001 .

Rhodium: Python Library for Many-Objective Robust Decision Making and Exploratory Modeling

Patrick M. Reed, Antonia Hadjimichael, David Hadka, 2020 .

Technical Note: Method of Morris effectively reduces the computational demands of global sensitivity analysis for distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Parallelization Strategies for Evolutionary Multiobjective Optimization

Patrick M. Reed, Yong Tang, P. Reed, 2006 .

Striking the Balance: Long-Term Groundwater Monitoring Design for Conflicting Objectives

Patrick M. Reed, Barbara S. Minsker, B. Minsker, 2004 .

Designing a competent simple genetic algorithm for search and optimization

David E. Goldberg, Patrick M. Reed, Barbara S. Minsker, 2000 .

Scalable multi-objective control for large scale water resources systems under uncertainty

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2016 .

Many objective visual analytics: rethinking the design of complex engineered systems

Patrick M. Reed, P. Reed, 2013, Structural and Multidisciplinary Optimization.

Many Objective Visual Analytics: In Search of Search-as-a-Service

Patrick M. Reed, Timothy W. Simpson, Matthew J. Woodruff, 2014 .

The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2005, EMO.

Exploring a Direct Policy Search Framework for Multiobjective Optimization of a Microgrid Energy Management System

Patrick M. Reed, C. Lindsay Anderson, Mengwei Liu, 2020, HICSS.

Cost-Effective Long-Term Monitoring Design for Intrinsic Bioremediation

Patrick M. Reed, Barbara S. Minsker, Albert J. Valocchi, 1999 .

Parallelization strategies for rapid and robust evolutionary multiobjective optimization in water resources applications

Yong Tang, Patrick M. Reed, Joshua B. Kollat, 2007 .

Low cost satellite constellations for nearly continuous global coverage

Patrick M. Reed, Jonathan D. Herman, Matthew P. Ferringer, 2020, Nature Communications.

State of the Art for Genetic Algorithms and Beyond in Water Resources Planning and Management

Avi Ostfeld, Patrick M. Reed, Emily M. Zechman, 2010 .

A Framework for Visually Interactive Decision-Making and Design Using Evolutionary Multiobjective Optimization (VIDEO)

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2007 .

Many‐objective groundwater monitoring network design using bias‐aware ensemble Kalman filtering, evolutionary optimization, and visual analytics

Patrick M. Reed, Reed M. Maxwell, Joshua B. Kollat, 2011 .

Balancing exploration, uncertainty and computational demands in many objective reservoir optimization

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2017 .

Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization

Patrick M. Reed, David Hadka, D. Hadka, 2012, Evolutionary Computation.

Parallel evolutionary multiobjective optimization of water distribution system design

Michele Guidolin, Guangtao Fu, Patrick M. Reed, 2012 .

Many-Objective Evolutionary Optimisation and Visual Analytics for Product Family Design

Patrick M. Reed, Timothy W. Simpson, Ruchit A. Shah, 2011, Multi-objective Evolutionary Optimisation for Product Design and Manufacturing.

Many-Objective Risk-Based Planning within Complex Engineering Systems: An Urban Water Planning Example

Joseph R. Kasprzyk, Patrick M. Reed, Gregory W. Characklis, 2011 .

Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design

Patrick M. Reed, Joshua B. Kollat, P. Reed, 2005 .

A Framework for the Discovery of Passive-Control, Minimum Energy Satellite Constellations

Patrick M. Reed, Matthew Phillip Ferringer, Timothy Guy Thompson, 2014 .

Balancing Exploration, Uncertainty Representation and Computational Time in Many-Objective Reservoir Policy Optimization

Andrea Castelletti, Patrick M. Reed, Matteo Giuliani, 2016 .

Many-objective optimization and visual analytics reveal key trade-offs for London's water supply

Joseph R. Kasprzyk, Patrick M. Reed, Julien J. Harou, 2015 .

Walking the Tightrope: Long-Term Monitoring Design for Multiple Objectives

Patrick M. Reed, Barbara S. Minsker, 2002 .

A top-down framework for watershed model evaluation and selection under uncertainty

Patrick M. Reed, Thorsten Wagener, Yaoling Bai, 2009, Environ. Model. Softw..

Pareto-hypervolumes for the Reconfiguration of Satellite Constellations

Patrick M. Reed, David B. Spencer, Matthew Phillip Ferringer, 2008 .

An open source reservoir and sediment simulation framework for identifying and evaluating siting, design, and operation alternatives

Daniel P. Loucks, Patrick M. Reed, Thomas B. Wild, 2021, Environ. Model. Softw..

Improving the Robustness of Reservoir Operations with Stochastic Dynamic Programming

Patrick M. Reed, Young-Oh Kim, Gi Joo Kim, 2021, Journal of Water Resources Planning and Management.

Stochastic Synthetic Data Generation for Electric Net Load and Its Application

Patrick M. Reed, Mengwei Liu, C. Lindsay Anderson, 2021, HICSS.

Graphical User Interface for the California Food-Energy-Water System (CALFEWS) simulation model

Patrick M. Reed, Jonathan D. Herman, Josué Medellín-Azuara, 2021 .

California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley

Patrick M. Reed, Jonathan D. Herman, Josué Medellín-Azuara, 2021, Environ. Model. Softw..

Diagnosing the Time-Varying Value of Forecasts in Multiobjective Reservoir Control

Patrick M. Reed, Scott Steinschneider, Kenji Doering, 2021, Journal of Water Resources Planning and Management.

Battling Arrow’s Paradox to Discover Robust Water Management Alternatives

Joseph R. Kasprzyk, Patrick M. Reed, David Hadka, 2016 .

Large Ensemble Analytic Framework for Consequence‐Driven Discovery of Climate Change Scenarios

Patrick M. Reed, James A. Edmonds, Jonathan R. Lamontagne, 2018 .

Reducing uncertainty in predictions in ungauged basins by combining hydrologic indices regionalization and multiobjective optimization

Patrick M. Reed, Thorsten Wagener, Zhenxing Zhang, 2008, Water Resources Research.

Chapter 17 : Sectoral Interdependencies, Multiple Stressors, and Complex Systems. Impacts, Risks, and Adaptation in the United States: The Fourth National Climate Assessment, Volume II

Patrick M. Reed, Anthony C. Janetos, Leon E. Clarke, 2018 .

Advancing the identification and evaluation of distributed rainfall‐runoff models using global sensitivity analysis

Patrick M. Reed, Thorsten Wagener, P. Reed, 2007 .

From maps to movies: High-resolution time-varying sensitivity analysis for spatially distributed watershed models

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Time‐varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior

Patrick M. Reed, Thorsten Wagener, Jonathan D. Herman, 2013 .

Cooperative drought adaptation: Integrating infrastructure development, conservation, and water transfers into adaptive policy pathways

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

Flood and drought hydrologic monitoring: the role of model parameter uncertainty

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .

Water Resources Management: The Myth, the Wicked, and the Future

Joseph R. Kasprzyk, Patrick M. Reed, P. Reed, 2009 .

Climate risk management requires explicit representation of societal trade-offs

Patrick M. Reed, Klaus Keller, Gregory G. Garner, 2016, Climatic Change.

Inaction and climate stabilization uncertainties lead to severe economic risks

Patrick M. Reed, Thorsten Wagener, Klaus Keller, 2014, Climatic Change.

Evaluating wind-following and ecosystem services for hydroelectric dams in PJM

Seth Blumsack, Patrick M. Reed, Alisha Fernandez, 2012 .

GROUNDWATER MONITORING DESIGN: A CASE STUDY COMBINING EPSILON DOMINANCE ARCHIVING AND AUTOMATIC PARAMETERIZATION FOR THE NSGA-II

Patrick M. Reed, Venkat Devireddy, P. Reed, 2004 .

Reducing regional drought vulnerabilities and multi-city robustness conflicts using many-objective optimization under deep uncertainty

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2015 .

Balancing Hydropower Development and Ecological Impacts in the Mekong: Tradeoffs for Sambor Mega Dam

Daniel P. Loucks, Patrick M. Reed, Martin Mallen-Cooper, 2019, Journal of Water Resources Planning and Management.

Many-objective robust decision making for managing an ecosystem with a deeply uncertain threshold response

Patrick M. Reed, Klaus Keller, P. Reed, 2015 .

Synthetic Drought Scenario Generation to Support Bottom-Up Water Supply Vulnerability Assessments

Patrick M. Reed, Jonathan D. Herman, Gregory W. Characklis, 2016 .

Integrating Raw Water Transfers into an Eastern United States Management Context

Patrick M. Reed, Gregory W. Characklis, Harrison B. Zeff, 2018, Journal of Water Resources Planning and Management.

Internationally coordinated multi-mission planning is now critical to sustain the space-based rainfall observations needed for managing floods globally

Patrick M. Reed, Eric F. Wood, Jonathan D. Herman, 2015 .