Efficient and Reliable Evolutionary Multiobjective Optimization Using epsilon-Dominance Archiving and Adaptive Population Sizing. - Venkat Devireddy; Patrick M. Reed (GECCO (2), 2004)

Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery. - Mukesh Kumar 002; Christopher J. Duffy; Patrick M. Reed (IGARSS, 2004)

The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA. - Joshua B. Kollat; Patrick M. Reed (EMO, 2005)

A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VIDEO). - Joshua B. Kollat; Patrick M. Reed (Environ. Model. Softw., 2007)

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 (Environ. Model. Softw., 2007)

Parallel Evolutionary Multi-Objective Optimization on Large, Heterogeneous Clusters: An Applications Perspective. - Patrick M. Reed; Joshua B. Kollat; Matthew P. Ferringer; Timothy G. Thompson (J. Aerosp. Comput. Inf. Commun., 2008)

Many-objective reconfiguration of operational satellite constellations with the Large-Cluster Epsilon Non-dominated Sorting Genetic Algorithm-II. - Matthew P. Ferringer; David B. Spencer; Patrick M. Reed (IEEE Congress on Evolutionary Computation, 2009)

A top-down framework for watershed model evaluation and selection under uncertainty. - Yaoling Bai; Thorsten Wagener; Patrick M. Reed (Environ. Model. Softw., 2009)

The Mid-Atlantic Watershed Atlas (MAWA): Open access data search & watershed-based community building. - Patrick M. Reed; Brian Bills; Michael Anderson; Blake Ketchum; Michael Piasecki (Environ. Model. Softw., 2010)

Many-Objective Evolutionary Optimisation and Visual Analytics for Product Family Design. - Ruchit A. Shah; Patrick M. Reed; Timothy W. Simpson (Multi-objective Evolutionary Optimisation for Product Design and Manufacturing, 2011)

Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems. - Ruchit Shah; Patrick M. Reed (Eur. J. Oper. Res., 2011)

Diagnostic assessment of the borg MOEA for many-objective product family design problems. - David Hadka; Patrick M. Reed; Timothy W. Simpson (IEEE Congress on Evolutionary Computation, 2012)

Evaluating Wind-Following and Ecosystem Services for Hydroelectric Dams in PJM. - Alisha Fernandez; Seth Blumsack; Patrick M. Reed (HICSS, 2012)

Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization. - David Hadka; Patrick M. Reed (Evol. Comput., 2012)

Many-objective de Novo water supply portfolio planning under deep uncertainty. - Joseph R. Kasprzyk; Patrick M. Reed; Gregory W. Characklis; Brian R. Kirsch (Environ. Model. Softw., 2012)

Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems - (Invited Talk). - Patrick M. Reed (EMO, 2013)

Scalability Analysis of the Asynchronous, Master-Slave Borg Multiobjective Evolutionary Algorithm. - David Hadka; Kamesh Madduri; Patrick M. Reed (IPDPS Workshops, 2013)

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework. - David Hadka; Patrick M. Reed (Evol. Comput., 2013)

Many objective robust decision making for complex environmental systems undergoing change. - Joseph R. Kasprzyk; Shanthi Nataraj; Patrick M. Reed; Robert J. Lempert (Environ. Model. Softw., 2013)

Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis. - Martha P. Butler; Patrick M. Reed; Karen Fisher-Vanden; Klaus Keller; Thorsten Wagener (Environ. Model. Softw., 2014)

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. - Holger R. Maier; Zoran Kapelan; Joseph R. Kasprzyk; Joshua B. Kollat; L. Shawn Matott; Maria C. Cunha; Graeme C. Dandy; Matthew S. Gibbs; Ed Keedwell; Angela Marchi; Avi Ostfeld; Dragan A. Savic; et al. (Environ. Model. Softw., 2014)

An open source framework for many-objective robust decision making. - David Hadka; Jonathan D. Herman; Patrick M. Reed; Klaus Keller (Environ. Model. Softw., 2015)

Large-scale parallelization of the Borg multiobjective evolutionary algorithm to enhance the management of complex environmental systems. - David Hadka; Patrick M. Reed (Environ. Model. Softw., 2015)

Confronting tipping points: Can multi-objective evolutionary algorithms discover pollution control tradeoffs given environmental thresholds? - Victoria L. Ward; Riddhi Singh; Patrick M. Reed; Klaus Keller (Environ. Model. Softw., 2015)

Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points. - Julianne D. Quinn; Patrick M. Reed; Klaus Keller (Environ. Model. Softw., 2017)

Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty. - Matteo Giuliani; Julianne D. Quinn; Jonathan D. Herman; Andrea Castelletti; Patrick M. Reed (IEEE Trans. Control. Syst. Technol., 2018)

Exploring a Direct Policy Search Framework for Multiobjective Optimization of a Microgrid Energy Management System. - Amandeep Gupta; Mengwei Liu; David Gold; Patrick M. Reed; C. Lindsay Anderson (HICSS, 2020)

Navigating Deeply Uncertain Tradeoffs in Harvested Predator-Prey Systems. - Antonia Hadjimichael; Patrick M. Reed; Julianne D. Quinn (Complex., 2020)

Structuring and evaluating decision support processes to enhance the robustness of complex human-natural systems. - Enayat A. Moallemi; Fateme Zare; Patrick M. Reed; Sondoss ElSawah; Michael J. Ryan; Brett A. Bryan (Environ. Model. Softw., 2020)

An open source model for quantifying risks in bulk electric power systems from spatially and temporally correlated hydrometeorological processes. - Yufei Su; Jordan D. Kern; Simona Denaro; Joy Hill; Patrick M. Reed; Yina Sun; Jon Cohen; Gregory W. Characklis (Environ. Model. Softw., 2020)

Water pathways: An open source stochastic simulation system for integrated water supply portfolio management and infrastructure investment planning. - Bernardo C. Trindade; David F. Gold; Patrick M. Reed; Harrison B. Zeff; Gregory W. Characklis (Environ. Model. Softw., 2020)

Stochastic Synthetic Data Generation for Electric Net Load and Its Application. - Mengwei Liu; Patrick M. Reed; C. Lindsay Anderson (HICSS, 2021)

An open source reservoir and sediment simulation framework for identifying and evaluating siting, design, and operation alternatives. - Thomas B. Wild; Abigail N. Birnbaum; Patrick M. Reed; Daniel P. Loucks (Environ. Model. Softw., 2021)

California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley. - Harrison B. Zeff; Andrew L. Hamilton; Keyvan Malek; Jonathan D. Herman; Jonathan S. Cohen; Josué Medellín-Azuara; Patrick M. Reed; Gregory W. Characklis (Environ. Model. Softw., 2021)

A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management. - M. Vivienne Liu; Patrick M. Reed; David Gold; Garret Quist; C. Lindsay Anderson (CoRR, 2023)

Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis. - Kalyanmoy Deb; Peter J. Fleming; Yaochu Jin; Kaisa Miettinen; Patrick M. Reed (Many-Criteria Optimization and Decision Analysis, 2023)

Visualisation for Decision Support in Many-Objective Optimisation: State-of-the-art, Guidance and Future Directions. - Jussi Hakanen; David Gold; Kaisa Miettinen; Patrick M. Reed (Many-Criteria Optimization and Decision Analysis, 2023)

Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin. - Andrew L. Hamilton; Trevor J. Amestoy; Patrick M. Reed (Environ. Model. Softw., 2024)

statemodify: a Python framework to facilitate accessible exploratory modeling for discovering drought vulnerabilities. - Rohini S. Gupta; Chris R. Vernon; Travis Thurber; David F. Gold; Zachary M. Hirsch; Antonia Hadjimichael; Patrick M. Reed (J. Open Source Softw., 2024)