Patrick M. Reed

Orcid: 0000-0002-7963-6102

According to our database1, Patrick M. Reed authored at least 39 papers between 2004 and 2024.

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Bibliography

2024
statemodify: a Python framework to facilitate accessible exploratory modeling for discovering drought vulnerabilities.
J. Open Source Softw., April, 2024

Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin.
Environ. Model. Softw., 2024

2023
Visualisation for Decision Support in Many-Objective Optimisation: State-of-the-art, Guidance and Future Directions.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

Key Issues in Real-World Applications of Many-Objective Optimisation and Decision Analysis.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management.
CoRR, 2023

2021
California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley.
Environ. Model. Softw., 2021

An open source reservoir and sediment simulation framework for identifying and evaluating siting, design, and operation alternatives.
Environ. Model. Softw., 2021

Stochastic Synthetic Data Generation for Electric Net Load and Its Application.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020
Water pathways: An open source stochastic simulation system for integrated water supply portfolio management and infrastructure investment planning.
Environ. Model. Softw., 2020

An open source model for quantifying risks in bulk electric power systems from spatially and temporally correlated hydrometeorological processes.
Environ. Model. Softw., 2020

Structuring and evaluating decision support processes to enhance the robustness of complex human-natural systems.
Environ. Model. Softw., 2020

Navigating Deeply Uncertain Tradeoffs in Harvested Predator-Prey Systems.
Complex., 2020

Exploring a Direct Policy Search Framework for Multiobjective Optimization of a Microgrid Energy Management System.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

2018
Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty.
IEEE Trans. Control. Syst. Technol., 2018

2017
Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points.
Environ. Model. Softw., 2017

2015
Confronting tipping points: Can multi-objective evolutionary algorithms discover pollution control tradeoffs given environmental thresholds?
Environ. Model. Softw., 2015

Large-scale parallelization of the Borg multiobjective evolutionary algorithm to enhance the management of complex environmental systems.
Environ. Model. Softw., 2015

An open source framework for many-objective robust decision making.
Environ. Model. Softw., 2015

2014
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions.
Environ. Model. Softw., 2014

Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis.
Environ. Model. Softw., 2014

2013
Many objective robust decision making for complex environmental systems undergoing change.
Environ. Model. Softw., 2013

Borg: An Auto-Adaptive Many-Objective Evolutionary Computing Framework.
Evol. Comput., 2013

Scalability Analysis of the Asynchronous, Master-Slave Borg Multiobjective Evolutionary Algorithm.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Many-Objective Visual Analytics: Rethinking the Design of Complex Engineered Systems - (Invited Talk).
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

2012
Many-objective de Novo water supply portfolio planning under deep uncertainty.
Environ. Model. Softw., 2012

Diagnostic Assessment of Search Controls and Failure Modes in Many-Objective Evolutionary Optimization.
Evol. Comput., 2012

Evaluating Wind-Following and Ecosystem Services for Hydroelectric Dams in PJM.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Diagnostic assessment of the borg MOEA for many-objective product family design problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Comparative analysis of multiobjective evolutionary algorithms for random and correlated instances of multiobjective d-dimensional knapsack problems.
Eur. J. Oper. Res., 2011

Many-Objective Evolutionary Optimisation and Visual Analytics for Product Family Design.
Proceedings of the Multi-objective Evolutionary Optimisation for Product Design and Manufacturing., 2011

2010
The Mid-Atlantic Watershed Atlas (MAWA): Open access data search & watershed-based community building.
Environ. Model. Softw., 2010

2009
A top-down framework for watershed model evaluation and selection under uncertainty.
Environ. Model. Softw., 2009

Many-objective reconfiguration of operational satellite constellations with the Large-Cluster Epsilon Non-dominated Sorting Genetic Algorithm-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Parallel Evolutionary Multi-Objective Optimization on Large, Heterogeneous Clusters: An Applications Perspective.
J. Aerosp. Comput. Inf. Commun., 2008

2007
Using interactive archives in evolutionary multiobjective optimization: A case study for long-term groundwater monitoring design.
Environ. Model. Softw., 2007

A framework for Visually Interactive Decision-making and Design using Evolutionary Multi-objective Optimization (VIDEO).
Environ. Model. Softw., 2007

2005
The Value of Online Adaptive Search: A Performance Comparison of NSGAII, epsilon-NSGAII and epsilonMOEA.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004
Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Efficient and Reliable Evolutionary Multiobjective Optimization Using epsilon-Dominance Archiving and Adaptive Population Sizing.
Proceedings of the Genetic and Evolutionary Computation, 2004


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