Search Results - "Reed, P.M"

Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design by Kollat, J.B., Reed, P.M.

“…This study compares the performances of four state-of-the-art evolutionary multi-objective optimization (EMO) algorithms: the Non-Dominated Sorted Genetic…”
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A computational scaling analysis of multiobjective evolutionary algorithms in long-term groundwater monitoring applications by Kollat, J.B., Reed, P.M.

“…This study contributes a detailed assessment of how increasing problem sizes (measured in terms of the number of decision variables being considered) impacts…”
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new epsilon-dominance hierarchical Bayesian optimization algorithm for large multiobjective monitoring network design problems by Kollat, J.B, Reed, P.M, Kasprzyk, J.R

“…This study focuses on the development of a next generation multiobjective evolutionary algorithm (MOEA) that can learn and exploit complex interdependencies…”
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Parallelization strategies for rapid and robust evolutionary multiobjective optimization in water resources applications by Tang, Y., Reed, P.M., Kollat, J.B.

“…This study uses a formal metrics-based framework to demonstrate the Master–Slave (MS) and the Multiple-Population (MP) parallelization schemes for the…”
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Deeply uncertain pathways: Integrated multi-city regional water supply infrastructure investment and portfolio management by Trindade, B.C., Reed, P.M., Characklis, G.W.

“…•Regionalization of water supply requires cooperative planning and management.•Robust infrastructure investments strongly influenced by short-term…”
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Evolutionary multiobjective optimization in water resources: The past, present, and future by Reed, P.M., Hadka, D., Herman, J.D., Kasprzyk, J.R., Kollat, J.B.

“…► Evaluation of multi-objective evolutionary algorithms for water resources. ► Contributes a new comprehensive diagnostic framework for MOEA evaluation. ►…”
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Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions by Maier, H.R., Kapelan, Z., Kasprzyk, J., Kollat, J., Matott, L.S., Cunha, M.C., Dandy, G.C., Gibbs, M.S., Keedwell, E., Marchi, A., Ostfeld, A., Savic, D., Solomatine, D.P., Vrugt, J.A., Zecchin, A.C., Minsker, B.S., Barbour, E.J., Kuczera, G., Pasha, F., Castelletti, A., Giuliani, M., Reed, P.M.

“…The development and application of evolutionary algorithms (EAs) and other metaheuristics for the optimisation of water resources systems has been an active…”
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Managing population and drought risks using many‐objective water portfolio planning under uncertainty by Kasprzyk, J.R, Reed, P.M, Kirsch, B.R, Characklis, G.W

“…This study contributes a many‐objective analysis of the tradeoffs associated with using the portfolio planning approach for managing the urban water supply…”
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Reducing regional drought vulnerabilities and multi-city robustness conflicts using many-objective optimization under deep uncertainty by Trindade, B.C., Reed, P.M., Herman, J.D., Zeff, H.B., Characklis, G.W.

“…•Risk of failure action triggers critical for search under deep uncertainty.•Financial hedging and adaptive action triggers help avoid regrets.•Search under…”
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Water pathways: An open source stochastic simulation system for integrated water supply portfolio management and infrastructure investment planning by Trindade, B.C., Gold, D.F., Reed, P.M., Zeff, H.B., Characklis, G.W.

“…Financial risk, access to capital, regulatory processes, and regional competition for limited water sources represent dominant concerns in the United States as…”
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Save now, pay later? Multi-period many-objective groundwater monitoring design given systematic model errors and uncertainty by Reed, P.M., Kollat, J.B.

“…► Demonstrates Adaptive Strategies for Sampling in Space and Time (ASSIST) framework. ► ASSIST is capable of overcoming severe systematic modeling errors. ►…”
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Water quality trading with asymmetric information, uncertainty and transaction costs: A stochastic agent-based simulation by Nguyen, N.P., Shortle, J.S., Reed, P.M., Nguyen, T.T.

“…► We test water quality trading's efficiency in bilateral and clearinghouse markets. ► Transaction costs and trading policy parameters affect the efficiency of…”
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Bridging river basin scales and processes to assess human-climate impacts and the terrestrial hydrologic system by Reed, P.M, Brooks, R.P, Davis, K.J, DeWalle, D.R, Dressler, K.A, Duffy, C.J, Lin, H, Miller, D.A, Najjar, R.G, Salvage, K.M

“…The increasing expression of human activity, climate variability, and climate change on humid, terrestrial hydrologic systems has made the integrated nature of…”
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Spatial interpolation methods for nonstationary plume data by Reed, P.M, Ellsworth, T.R, Minsker, B.S

“…Plume interpolation consists of estimating contaminant concentrations at unsampled locations using the available contaminant data surrounding those locations…”
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Enhancing the performance of feature selection algorithms for classifying hyperspectral imagery by Kumar, M., Duffy, C.J., Reed, P.M.

“…A method for enhancing the performance of feature selection algorithms is proposed. The proposed method is a two step process - first a feature subset is…”
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