A comprehensive survey on NSGA-II for multi-objective optimization and applications
H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …
II) has attracted extensive research interests, and it is still one of the hottest research …
A state-of-the-Art review of heuristic and metaheuristic optimization techniques for the management of water resources
Water resource management is a complex engineering problem, due to the stochastic
nature of inflow, various demands and environmental flow downstream. With the increase in …
nature of inflow, various demands and environmental flow downstream. With the increase in …
Evolutionary artificial intelligence model via cooperation search algorithm and extreme learning machine for multiple scales nonstationary hydrological time series …
Z Feng, W Niu, Z Tang, Y Xu, H Zhang - Journal of Hydrology, 2021 - Elsevier
Reliable and stable hydrological prediction plays a vitally crucial role in the scientific
operation of water resources system. As a famous artificial intelligence method for …
operation of water resources system. As a famous artificial intelligence method for …
Parallel cooperation search algorithm and artificial intelligence method for streamflow time series forecasting
Z Feng, P Shi, T Yang, W Niu, J Zhou, C Cheng - Journal of Hydrology, 2022 - Elsevier
Reliable streamflow prediction is an important productive information in the hydrology and
water resources management fields. As used to forecast the nonlinear streamflow time …
water resources management fields. As used to forecast the nonlinear streamflow time …
Parallel computing and swarm intelligence based artificial intelligence model for multi-step-ahead hydrological time series prediction
W Niu, Z Feng, B Feng, Y Xu, Y Min - Sustainable Cities and Society, 2021 - Elsevier
Accurate future runoff prediction information is of great importance for the planning and
management of both water resource and electric power systems. As employed to address …
management of both water resource and electric power systems. As employed to address …
An efficient multi-objective optimization method for water quality sensor placement within water distribution systems considering contamination probability variations
G He, T Zhang, F Zheng, Q Zhang - Water research, 2018 - Elsevier
Water quality security within water distribution systems (WDSs) has been an important issue
due to their inherent vulnerability associated with contamination intrusion. This motivates …
due to their inherent vulnerability associated with contamination intrusion. This motivates …
Parameterization of NSGA-II for the optimal design of water distribution systems
The optimal design of Water Distribution Systems (WDSs) using multi-objective evolutionary
algorithms (MOEAs) has received substantial attention in the past two decades. Many …
algorithms (MOEAs) has received substantial attention in the past two decades. Many …
Optimal water allocation of surface and ground water resources under climate change with WEAP and IWOA modeling
The water evaluation and planning (WEAP) approach and the invasive weed optimization
algorithm (IWOA) are herein employed to determine the optimal operating policies in …
algorithm (IWOA) are herein employed to determine the optimal operating policies in …
Multiple hydropower reservoirs operation by hyperbolic grey wolf optimizer based on elitism selection and adaptive mutation
W Niu, Z Feng, S Liu, Y Chen, Y Xu, J Zhang - Water Resources …, 2021 - Springer
Multiple hydropower reservoirs operation is an effective measure to rationally allocate the
limited water resources under uncertainty. With the rapid expansion of water resources …
limited water resources under uncertainty. With the rapid expansion of water resources …
Optimizing electrical power production of hydropower system by uniform progressive optimality algorithm based on two-stage search mechanism and uniform design
Z Feng, W Niu, C Cheng - Journal of Cleaner Production, 2018 - Elsevier
As one of the important renewable energy, hydropower is experiencing a booming
development period throughout the world in recent years. By the end of 2016, hydropower …
development period throughout the world in recent years. By the end of 2016, hydropower …