Sediment load forecasting from a biomimetic optimization perspective: Firefly and Artificial Bee Colony algorithms empowered neural network modeling in �oruh River

• 主要な著者: Katipo?lu O.M., Kartal V., Pande C.B.
• その他の著者: 57203751801
• フォーマット: 論文
• 出版事項: Springer Science and Business Media Deutschland GmbH 2025
• 主題: Coruh River; Bioluminescence; Biomimetics; Forecasting; Neural networks; Reservoir management; Reservoirs (water); Rivers; Sediments; Water management; Artificial bee colony optimizations; Artificial bees; Artificial neural network algorithm; Coruh river; Firefly algorithms; Firefly optimization; Load values; Optimisations; Optimization techniques; Sediment loads; algorithm; artificial neural network; biotechnology; forecasting method; optimization; sediment transport; Optimization

The service life of downstream dams, river hydraulics, waterworks construction, and reservoir management is significantly affected by the amount of sediment load (SL). This study combined models such as the artificial neural network (ANN) algorithm with the Firefly algorithm (FA) and Artificial Bee...