Groundwater level prediction using a multiple objective genetic algorithm-grey relational analysis based weighted ensemble of ANFIS models
DK Roy, SK Biswas, MA Mattar, AA El-Shafei… - Water, 2021 - mdpi.com
Predicting groundwater levels is critical for ensuring sustainable use of an aquifer's limited
groundwater reserves and developing a useful groundwater abstraction management
strategy. The purpose of this study was to assess the predictive accuracy and estimation
capability of various models based on the Adaptive Neuro Fuzzy Inference System (ANFIS).
These models included Differential Evolution-ANFIS (DE-ANFIS), Particle Swarm
Optimization-ANFIS (PSO-ANFIS), and traditional Hybrid Algorithm tuned ANFIS (HA-ANFIS) …
groundwater reserves and developing a useful groundwater abstraction management
strategy. The purpose of this study was to assess the predictive accuracy and estimation
capability of various models based on the Adaptive Neuro Fuzzy Inference System (ANFIS).
These models included Differential Evolution-ANFIS (DE-ANFIS), Particle Swarm
Optimization-ANFIS (PSO-ANFIS), and traditional Hybrid Algorithm tuned ANFIS (HA-ANFIS) …
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