Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

Tien Bui, Dieu; Panahi, Mahdi; Shahabi, Himan; P. Singh, Vijay; Shirzadi, Ataollah; Chapi, Kamran; Khosravi, Khabat; Chen, Wei; Panahi, Somayeh; Li, Shaojun; Bin Ahmad, Baharin

doi:10.1038/s41598-018-33755-7

Public

Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

Published in Scientific Reports • Oct 12, 2018

Authors:

Dieu Tien Bui

Mahdi Panahi

Himan Shahabi

Abstract

Adaptive neuro-fuzzy inference system (ANFIS) includes two novel GIS-based ensemble artificial intelligence approaches called imperialistic competitive algorithm (ICA) and firefly algorithm (FA). This combination could result in ANFIS-ICA and ANFIS-FA models, which were applied to flood spatial mode...

Subject

Adaptive neuro fuzzy inference system

Topographic Wetness Index

Mean squared error

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