Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

HR Maier, Z Kapelan, J Kasprzyk, J Kollat… - … Modelling & Software, 2014 - Elsevier
The development and application of evolutionary algorithms (EAs) and other metaheuristics
for the optimisation of water resources systems has been an active research field for over …

Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty

JD Herman, JD Quinn, S Steinschneider… - Water Resources …, 2020 - Wiley Online Library
Climate change introduces substantial uncertainty to water resources planning and raises
the key question: when, or under what conditions, should adaptation occur? A number of …

Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm

D Zhang, J Lin, Q Peng, D Wang, T Yang… - Journal of …, 2018 - Elsevier
Reservoirs and dams are vital human-built infrastructures that play essential roles in flood
control, hydroelectric power generation, water supply, navigation, and other functions. The …

Optimal operation of multireservoir systems: State-of-the-art review

JW Labadie - Journal of water resources planning and management, 2004 - ascelibrary.org
With construction of new large-scale water storage projects on the wane in the US and other
developed countries, attention must focus on improving the operational effectiveness and …

Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model

S Yang, D Yang, J Chen, B Zhao - Journal of Hydrology, 2019 - Elsevier
Large-scale reservoirs play an essential role in water resources management for agriculture
irrigation, water supply and flood controls. However, we need robust reservoir operation …

State of the art for genetic algorithms and beyond in water resources planning and management

J Nicklow, P Reed, D Savic, T Dessalegne… - Journal of Water …, 2010 - ascelibrary.org
During the last two decades, the water resources planning and management profession has
seen a dramatic increase in the development and application of various types of …

Simulation–optimization modeling: a survey and potential application in reservoir systems operation

D Rani, MM Moreira - Water resources management, 2010 - Springer
This paper presents a survey of simulation and optimization modeling approaches used in
reservoir systems operation problems. Optimization methods have been proved of much …

Operation of hydro power plants-a review

VK Singh, SK Singal - Renewable and Sustainable Energy Reviews, 2017 - Elsevier
Energy is one of the major factors contributing in the development of a country. There are
various sources of energy throughout the world, renewable as well as non-renewable …

Curses, tradeoffs, and scalable management: Advancing evolutionary multiobjective direct policy search to improve water reservoir operations

M Giuliani, A Castelletti, F Pianosi… - Journal of Water …, 2016 - ascelibrary.org
Optimal management policies for water reservoir operation are generally designed via
stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world …

International river basins of the world

AT Wolf, JA Natharius, JJ Danielson… - … Journal of Water …, 1999 - Taylor & Francis
It is becoming acknowledged that water is likely to be the most pressing environmental
concern of the next century. Difficulties in river basin management are only exacerbated …