New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

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

doi:10.3390/w10091210

Public

New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

Published in Water • Sep 7, 2018

Authors:

Dieu Tien Bui

Khabat Khosravi

Shaojun Li

Abstract

This study presents three new hybrid artificial intelligence optimization models—namely, adaptive neuro-fuzzy inference system (ANFIS) with cultural (ANFIS-CA), bees (ANFIS-BA), and invasive weed optimization (ANFIS-IWO) algorithms—for flood susceptibility mapping (FSM) in the Haraz watershed, Iran....

Subject

Adaptive neuro fuzzy inference system

Mean squared error

Flood myth

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