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Integrated Design of Dam Size and Operations via Reinforcement Learning
Publisher: ASCE
Abstract: In the water systems analysis literature and practice, planning (i.e., dam sizing) and management (i.e., operation design) have been for long time addressed as two weakly interconnected problems, and this often ...
Multiagent Systems and Distributed Constraint Reasoning for Regulatory Mechanism Design in Water Management
Publisher: American Society of Civil Engineers
Abstract: Many water resources systems include multiple, independent, and distributed decision makers representing different and conflicting interests. In much of the water resources literature, the operation of these systems is ...
Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations
Publisher: American Society of Civil Engineers
Abstract: Optimal management policies for water reservoir operation are generally designed via stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world problems is challenged by the three curses of ...
Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations
Publisher: American Society of Civil Engineers
Abstract: Optimal management policies for water reservoir operation are generally designed via stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world problems is challenged by the three curses of ...
Optimizing Watershed Management by Coordinated Operation of Storing Facilities
Publisher: American Society of Civil Engineers
Abstract: Water storing facilities in a watershed are very often operated independently one to another to meet specific operating objectives, with no information sharing among the operators. This uncoordinated approach might result ...
Planning the Optimal Operation of a Multioutlet Water Reservoir with Water Quality and Quantity Targets
Publisher: American Society of Civil Engineers
Abstract: The integration of quality and quantity issues in the management of water resources systems is key to meet society’s long-term needs for freshwater while maintaining essential ecological services and economic benefits. ...