Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

Ahmadlou, Mohammad; Karimi, Mohammad; Alizadeh, Somayeh; Shirzadi, Ataollah; Parvinnejhad, D.; Shahabi, Himan; Panahi, Mahdi

doi:10.1080/10106049.2018.1474276

Public

Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

Published in Geocarto International • May 8, 2018

Authors:

Mohammad Ahmadlou

Mohammad Karimi

Somayeh Alizadeh

Abstract

This paper couples an adaptive neuro-fuzzy inference system (ANFIS), with two heuristic-based computation methods namely biogeography-based optimization (BBO) and BAT algorithm (BA) with GIS to map flood susceptibility in a region of Iran. These algorithms have been used for flood modelling, infrequ...

Subject

Adaptive neuro fuzzy inference system

Flood myth

Data mining

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