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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 ...
Optimal Hydrological Model Calibration Strategy for Climate Change Impact Studies
Publisher: ASCE
Abstract: To assess the impacts of climate change on water resources, hydrological models are the most commonly used to simulate future flows. Hydrological model calibration is typically based on historical hydrometeorological data, ...
Improving Hydrological Model Simulations with Combined Multi-Input and Multimodel Averaging Frameworks
Publisher: American Society of Civil Engineers
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 ...
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