BIP! Finder - Predictability performance enhancement for suspended sediment in rivers: Inspection of newly developed hybrid adaptive neuro-fuzzy system model

2022 • Predictability performance enhancement for suspended sediment in rivers: Inspection of newly developed hybrid adaptive neuro-fuzzy system model

Authors: Rana Muhammad Adnan; Ozgur Kisi; Shamsuddin Shahid; Aboalghasem Sadeghi-Niaraki; Zaher Mundher Yaseen; Salim Heddam

Venue: International Journal of Sediment Research

Type: Publication

Abstract: Abstract Reliable modeling of river sediments transport is important as it is a defining factor of the economic viability of dams, the durability of hydroelectric-equipment, river susceptibility to pollution, suitability for navigation, and potential for aesthetics and fish habitat. The capability of a new machine learning model, fuzzy c-means based neuro-fuzzy system calibrated using the hybrid particle swarm optimization-gravitational search algorithm (ANFIS-FCM-PSOGSA) in improving the estimation accuracy of river suspended sediment loads (S... (read more)

Impact:

1.8312887E-8 3.2835952E-9 16 16

/ Attention: 0 12

Topics: Algorithm

DOI: 10.1016/j.ijsrc.2021.10.001

External links: Crossref OpenAIRE

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