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RISComparison of Stochastic Optimization Algorithms for Hydropower Reservoir Operation with Ensemble Streamflow Prediction
Publisher: American Society of Civil Engineers
Abstract: Stochastic optimization methods have been developed over the last few decades to help water managers who are regularly confronted with making complex decisions about reservoir releases in the context of streamflow ...
Efficient Implementation of Sampling Stochastic Dynamic Programming Algorithm for Multireservoir Management in the Hydropower Sector
Publisher: American Society of Civil Engineers
Abstract: Despite decades of operational use, stochastic dynamic programming (SDP) is still a popular method for solving hydropower management optimization problems. From an operational perspective, there are many advantages to using ...
Comparison of Stochastic Optimization Algorithms for Hydropower Reservoir Operation with Ensemble Streamflow Prediction
Publisher: American Society of Civil Engineers
Abstract: Stochastic optimization methods have been developed over the last few decades to help water managers who are regularly confronted with making complex decisions about reservoir releases in the context of streamflow ...
Comparison of Stochastic Optimization Algorithms in Hydrological Model Calibration
Publisher: American Society of Civil Engineers
Abstract: Ten stochastic optimization methods—adaptive simulated annealing (ASA), covariance matrix adaptation evolution strategy (CMAES), cuckoo search (CS), dynamically dimensioned search (DDS), differential evolution (DE), genetic ...
Water Resources Optimization Method in the Context of Climate Change
Publisher: American Society of Civil Engineers
Abstract: This paper describes a method for water resources optimization in the context of climate change. The method takes into account the midterm variability or seasonality of inflows as well as the uncertainty in the climate ...