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

Visual analytics clarify the scalability and effectiveness of massively parallel many-objective optimization: A groundwater monitoring design example

(2013) Patrick M. Reed et al.   ADVANCES IN WATER RESOURCES

Many objective robust decision making for complex environmental systems undergoing change

(2013) Joseph R. Kasprzyk et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Operational constraints and hydrologic variability limit hydropower in supporting wind integration

(2013) Alisha R Fernandez et al.   Environmental Research Letters

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

(2013) Matthew J. Woodruff et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run

(2013) A. Castelletti et al.   WATER RESOURCES RESEARCH

Evolutionary multiobjective optimization in water resources: The past, present, and future

(2012) P.M. Reed et al.   ADVANCES IN WATER RESOURCES

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

(2012) David Hadka et al.   EVOLUTIONARY COMPUTATION

Extension of Parametric Rule with the Hedging Rule for Managing Multireservoir System during Droughts

(2012) Xuning Guo et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

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

(2011) Joseph R. Kasprzyk et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

(2011) David Hadka et al.   EVOLUTIONARY COMPUTATION

Multi-reservoir Operation Rules: Multi-swarm PSO-based Optimization Approach

(2011) Leila Ostadrahimi et al.   WATER RESOURCES MANAGEMENT

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

(2011) J. B. Kollat et al.   WATER RESOURCES RESEARCH

Cross-Entropy Optimization of Control Policies With Adaptive Basis Functions

(2010) Lucian Busoniu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Tree-based reinforcement learning for optimal water reservoir operation

(2010) A. Castelletti et al.   WATER RESOURCES RESEARCH

A nonparametric stochastic approach for multisite disaggregation of annual to daily streamflow

(2010) Kenneth Nowak et al.   WATER RESOURCES RESEARCH

Evaluation of stochastic reservoir operation optimization models

(2009) Alcigeimes B. Celeste et al.   ADVANCES IN WATER RESOURCES

Optimization of Multireservoir Systems Operation Using Modified Direct Search Genetic Algorithm

(2009) Alireza B. Dariane et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Dysfunctional Water Management: Causes and Solutions

(2009) Daniel P. Sheer   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

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

(2009) John Nicklow et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Managing population and drought risks using many-objective water portfolio planning under uncertainty

(2009) J. R. Kasprzyk et al.   WATER RESOURCES RESEARCH

The role of hydrologic information in reservoir operation – Learning from historical releases

(2008) Mohamad I. Hejazi et al.   ADVANCES IN WATER RESOURCES

Water reservoir control under economic, social and environmental constraints

(2008) Andrea Castelletti et al.   AUTOMATICA

Stationarity Is Dead: Whither Water Management?

(2008) P. C. D. Milly et al.   SCIENCE