Decision Analytics for Complex Systems

Patrick Reed, School of Civil & Environmental Engineering

Presentations

From Reed Research Group | Decision Analytics for Complex Systems

2017

EWRI World Environmental & Water Resources Congress:

J.D. Quinn, P. M. Reed, M. Giuliani, and A. Castelletti. Implications of Preference and Problem Formulation on the Operating Policies of Complex Multi-Reservoir Systems. ASCE World Environmental & Water Resources Congress, May 2017.(PDF)

2016

AGU Fall Meeting

B. C. Trindade, P. M. Reed, H. B. Zeff, G. W. Characklis. Time evolving multi-city dependencies and robustness tradeoffs for risk-based portfolios of conservation, transfers, and cooperative water supply infrastructure development. AGU Fall Meeting, December 2016. (PDF) (OSPA Winner)

J.D. Quinn, P. M. Reed, M. Giuliani, and A. Castelletti. Implications of Preference and Problem Formulation on the Operating Policies of Complex Multi-Reservoir Systems. AGU Fall Meeting, December 2016. (PDF)

J.R. Lamontagne, P.M. Reed, K. Calvin, R.P. Link, L.E. Clarke, J. Edmonds. “Leading with Consequences: An Ensemble Experiment to Discover Important Multi-sector, Multi-scale Climate Change Scenarios.” AGU Fall meeting, San Francisco, CA, December 2016. (PDF)

J. Zatarain Salazar, P. M. Reed, J.D. Quinn, M. Giuliani, and A. Castelletti. Balancing Exploration, Uncertainty Representation and Computational Time in Many Objective Reservoir Policy Optimization. AGU Fall Meeting, December 2016. (PDF)

Decision Making under Deep Uncertainty workshop:

J.D. Quinn, P. M. Reed, M. Giuliani, and A. Castelletti. The Implications of Preference and Problem Formulation on the Operating Policies of Complex Reservoir Systems. Poster Presentation at DMDU Workshop, November 2016. (PDF)

J.D. Quinn, P. M. Reed, M. Giuliani, A. Castelletti, and R. Soncini-Sessa. Bridging the False Divide: Are We Ignoring the Role of Adaptive Operations for Improving the Efficiency, Resilience and Robustness of Planned Infrastructure? Case #2: Large Storage Operations under Change: Expanding Uncertainties and Evolving Tradeoffs. DMDU Workshop, November 2016. (PDF)

iEMSs International Congress on Environmental Modelling and Software:

J.D. Quinn, P.M. Reed, and K. Keller. Improving Multi-Objective Management of Water Quality Tipping Points: Revisiting the Classical Shallow Lake Problem. International Congress on Environmental Modelling and Software, July 2016. (PDF)

EWRI World Environmental & Water Resources Congress:

J.D. Quinn, P.M. Reed, and K. Keller. Improving Multi-Objective Management of Water Quality Tipping Points: Revisiting the Classical Shallow Lake Problem. ASCE World Environmental & Water Resources Congress, May 2016. (PDF)

J. Zatarain Salazar, P. M. Reed, J.D. Quinn, M. Giuliani, and A. Castelletti. Balancing Exploration, Uncertainty Representation and Computational Time in Many Objective Reservoir Policy Optimization. ASCE World Environmental & Water Resources Congress, May 2016. (PDF)

T.B. Wild, P. M. Reed, and D.P. Loucks. A Framework for Evaluating Alternative Dam Siting, Design and Operations Options to Improve Sediment and Migratory Fish Passage. ASCE World Environmental & Water Resources Congress, May 2016. (PDF)

2015

AGU Fall Meeting

B.C. Trindade, P.M. Reed, J.D. Herman, H.B. Zeff, and G.W. Characklis. Reducing regional vulnerabilities and multi-city robustness conflicts using many-objective optimization under deep uncertainty. AGU Fall Meeting, December 2015. (PDF)

J.D. Quinn, P.M. Reed, and K. Keller. Improving Multi-Objective Management of Water Quality Tipping Points: Revisiting the Classical Shallow Lake Problem. AGU Fall Meeting, December 2015. (PDF)

T.B. Wild, P.M. Reed, and D.P. Loucks. Identifying and Evaluating Options for Improved Sediment and Fish Passage at Hydropower Dams in the Mekong River Basin. Poster Presentation at AGU Fall Meeting, December, 2015. (PDF)

2014

AGU Fall Meeting

J.D. Herman, P.M. Reed, H.B. Zeff, and G.W. Characklis. How should robustness be defined for water systems planning under change? AGU Fall Meeting, December 2014. (PDF)

V.L. Ward, R. Singh, P.M. Reed, and K. Keller. Confronting Decision Cliffs: Diagnostic Assessment of Multi-Objective Evolutionary Algorithms' Performance for Addressing Uncertain Environmental Thresholds. Poster Presentation at the AGU Fall Meeting, December 2014. (PDF)

J. Zatarain Salazar, P.M. Reed, J.D. Herman, M. Giuliani, A. Castelletti. A diagnostic assessment of multi-objective reservoir control using Direct Policy Search. Poster Presentation at the AGU Fall Meeting, December, 2014. (PDF)

Cornell Seminar

J.D. Herman, "The Model Modeler: Version control and open source software". Cornell Environmental & Water Resources Seminar, Sept. 2014. (PDF)

iEMSs International Congress on Environmental Modelling and Software:

J.D. Herman, H.B. Zeff, P.M. Reed, and G.W. Characklis. Balancing robustness to future uncertainty between cooperating regional water utilities. International Congress on Environmental Modelling and Software, June 2014. (PDF) (Student Presentation Award)

EWRI World Environmental & Water Resources Congress:

J.D. Herman, H.B. Zeff, P.M. Reed, and G.W. Characklis. Preparing for scarcity in the eastern U.S.: Designing coordinated regional water portfolios to improve robustness to future uncertainty. ASCE World Environmental & Water Resources Congress, June 2014. (PDF)

J.D. Herman, J.B. Kollat, P.M. Reed, and T. Wagener. "From maps to movies: High resolution time-varying sensitivity analysis for spatially distributed watershed models." ASCE World Environmental & Water Resources Congress, June 2014. (PDF)

2013

AGU Fall Meeting:

M. Giuliani, J.D. Herman, A. Castelletti, and P. Reed. "Many-objective control policy identification and refinement to overcome framing challenges in reservoir management." AGU Fall Meeting, December 2013. (PDF)

J.D. Herman, J.B. Kollat, P.M. Reed, and T. Wagener. From maps to movies: High resolution time-varying sensitivity analysis for spatially distributed watershed models. Poster presentation at the AGU Fall Meeting, December 2013. (PDF)

J.D. Herman, H.B. Zeff, P.M. Reed, and G.W. Characklis. Beyond optimality: Multi-stakeholder robustness tradeoffs for regional water portfolio planning under deep uncertainty. Poster presentation at the AGU Fall Meeting, December 2013. (PDF) (OSPA Winner)


EWRI World Environmental & Water Resources Congress:

P.M. Reed, J.D. Herman, and T. Wagener. "Time-varying sensitivity analysis clarifies the impact of model formulation on model behavior." ASCE World Environmental & Water Resources Congress, May 2013. (PDF)

2012

iEMSs International Congress on Environmental Modelling and Software:

Kasprzyk, J.R., S. Nataraj, P.M. Reed, and R.J. Lempert. "Many-Objective Robust Decision Making for Water Supply Portfolio Planning Under Deep Uncertainty".  R. Seppelt, A.A. Voinov, S. Lange and D. Bankamp (eds.).  International Congress on Environmental Modelling and Software (iEMSs 2012) International Environmental Modelling and Software Society, Leipzig, Germany, July 2012. (PDF)

IEEE World Congress on Computational Intelligence:

Hadka, D., P.M. Reed, and T. Simpson. "Diagnostic Assessment of the Borg MOEA for Many-Objective Product Family Design Problems." IEEE World Congress on Computational Intelligence (CEC 12). Brisbane, Australia, June 10-15, 2012.(PDF)

Informal presentation at Aerospace Corporation on January 10, 2012 regarding our latest paper:

Reed, P.M., Hadka, D., Herman, J., Kasprzyk, J., and Kollat, J., "Evolutionary Multiobjective Optimization in Water Resources: The Past, Present, and Future." (Editor Invited Submission to 35th Anniversary Special Issue), Advances in Water Resources, (In-Press). (PDF)

AGU Fall Meeting - Posters:

Herman, J.D., P.M. Reed, and T. Wagener. "Time-varying sensitivity analysis clarifies the effects of watershed model formulation on model behavior." Paper #H43B-1324. AGU Fall Meeting, December 2012. (PDF)

2011

AGU Fall Meeting - Presentations:

Kollat, J.B. and P.M. Reed. "Multi-Period Many-Objective Groundwater Monitoring Network Design Given Systematic Model Errors and Uncertainty." Paper #H43F-1096. AGU 2011 Fall Meeting. San Francisco, California, 5-9 December, 2011. (PDF)

AGU Fall Meeting - Posters:

Butler, M.P., P.M. Reed, T. Wagener and K. Keller. "Sobol’ Variance Decomposition of an Integrated Assessment Model’s Global Sensitivities." Abstract GC11B-0906. AGU 2011 Fall Meeting. San Francisco, California, 5-9 December, 2011. (PDF)

Herman, J., P.M. Reed, T. Wagener. "Diagnosing dominant processes in conceptual rainfall‐runoff models using dynamic sensitivity analysis." Abstract H31F-1232. AGU 2011 Fall Meeting. San Francisco, California, 5-9 December, 2011. (PDF)

Urban, R. L., K. Singha, and P. M. Reed. "Exploring the worth of geophysical data for characterizing three-dimensional transport and heterogeneity in laboratory aquifer experiment." Abstract H43E-1261. AGU 2011 Fall Meeting. San Francisco, California, 5-9 December, 2011. (PDF)

INFORMS Annual Meeting - Invited Presentation:

Kollat, J.B., P.M. Reed. "Many-Objective Visual Analytics: Supporting Discovery and Negotiation in Complex Engineered Systems." Oral presentation in Evolutionary Multi-Objective Optimization 2 session. INFORMS 2011 Annual Meeting. Charlotte, NC, November 14, 2011. (PDF)

EGU General Assembly - Poster:

Kollat, J.B. and P. M. Reed. "Many-Objective Groundwater Monitoring Network Design Using Bias-Aware Ensemble Kalman Filtering, Evolutionary Optimization, and Visual Analytics." Abstract EGU2011-2647. EGU General Assembly 2011. Vienna, Austria, April 3-8, 2011. (PDF)

EWRI World Environmental & Water Resources Congress:

Kasprzyk J, P.M. Reed, G.W. Characklis, B.R. Kirsch "What is the Nondominated formulation? A Demonstration of de Novo water Supply Portfolio Planning under Deep Uncertainty." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress, Palm Springs, May 22-26, 2011. (PDF)

2010

Ph.D. Dissertation Defense:

Kollat, J.B. Many-Objective Groundwater Monitoring Network Design Using Bias-Aware Ensemble Kalman Filtering, Evolutionary Optimization, and Visual Analytics. Ph.D. Dissertation Defense, 2010. (PDF)

iEMS International Congress on Environmental Modelling and Software:

Reed, P.M., J.R. Kasprzyk, B.R. Kirsch, and G.W. Characklis. Many-objective Management of Population and Drought Risks: A Case for De Novo Programming. Proceedings of the iEMS International Congress on Environmental Modelling and Software, Ottawa, Ontario, Canada, July 5-8, 2010. (PDF)

Reed, P.M., R. Shah, and J.B. Kollat. Assessing the Value of Environmental Observations in a Changing World: Nonstationarity, Complexity, and Hierarchical Dependencies. Proceedings of the iEMS International Congress on Environmental Modelling and Software, Ottawa, Ontario, Canada, July 5-8, 2010. (PDF)

EWRI World Environmental & Water Resources Congress:

Kollat, J.B. and P.M. Reed. Spatiotemporal Groundwater Monitoring Network Design Using Ensemble Kalman Filtering and Many-Objective Evolutionary Optimization. Proceedings of the ASCE World Water and Environmental Resources Congress. Providence, RI, May 16-20, 2010. (PDF)

World Congress of Environmental and Resource Economists:

Nguyen, N.P., J.S. Shortle, P.M. Reed., T.T. Nguyen. A Less Perfect World for Emissions Trading The Case of Water Quality Trading with Uncertainty and Transaction Costs. Fourth World Congress of Environmental and Resource Economists. Montreal, Canada, June 28 - July 2, 2010. (PDF)

2009

AGU Fall Meeting - Posters:

Kollat, J.B., P.M. Reed, and D. Rizzo. "Evaluation of a Bias Aware Ensemble Kalman Filter Using a Scaled Aquifer Transport Experiment." Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract H23B-1307, 2009. (PDF)

Urban, R. L., P.M. Reed, K. van Werkhoven, and T. Wagener. "Is Simpler Better? A Visualization-based Exploration of How Parametric Screening Influences Problem Difficulty and Equifinality in Multiobjective Calibration." Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract H33F-0951, 2009. (PDF)

2008

AGU Fall Meeting:

Reed PM, JR Kasprzyk, GW Characklis, BR Kirsch "Gaming Change: A Many-Objective Analysis of Water Supply Portfolios under Uncertainty." Eos Trans. AGU, 89(53), Fall Meet. Suppl., Abstract H52D-03, 2008. (PDF)

EWRI World Environmental & Water Resources Congress:

Kollat, J.B., P.M. Reed, D.M. Rizzo. "Evaluation of a Bias-Aware Ensemble Kalman Filter Using a Scaled Aquifer Transport Experiment." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress. Honolulu, Hawaii, Mat 12-16, 2008. (PDF)

2007

AGU Fall Meeting:

Kollat JB and PM Reed, "Enhancing the Solution of Large Monitoring Network Design Problems Using a New Epsilon Dominance Hierarchical Bayesian Optimization Algorithm." Eos Trans. AGU, 88(44), Fall Meet. Suppl., Abstract H11K-08, 2007. (PDF)

EWRI World Environmental & Water Resources Congress:

Kollat, J.B., P.M. Reed. "Visualization-based Decision Support for Multiobjective Groundwater Monitoring Network Design." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress. Tampa, Florida, May 15-19, 2007. (PDF)

2006

EWRI World Environmental & Water Resources Congress:

Kollat, J.B., P.M. Reed. "Scaling Analysis for Using Evolutionary Algorithms in Long-Term Monitoring Design." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress. Omaha, Nebraska, 2006. (PDF)

2005

EWRI World Environmental & Water Resources Congress:

Kollat, J.B., P.M. Reed. "Comparison of Multiobjective Evolutionary Algorithms for Long-Term Monitoring Design." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress. Anchorage, Alaska, 2005. (PDF)

Kollat, J.B., P.M. Reed. "Salient Issues in Comparing Evolutionary Multiobjective Optimization Algorithms." Proceedings of the ASCE EWRI World Environmental & Water Resources Congress. Anchorage, Alaska, 2005. (PDF)


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