A novel Swarm Intelligence—Harris Hawks optimization for spatial assessment of landslide susceptibility

• Main Authors: Bui, Dieu Tien, Moayedi, Hossein, Kalantar, Bahareh, Osouli, Abdolreza, Pradhan, Biswajeet, Nguyen, Hoang, A. Rashid, Ahmad Safuan
• Format: Article
• Language: English
• Published: NLM (Medline) 2019
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/id/eprint/88121/1/AhmadSafuanARashid2019_ANovelSwarmIntelligence%E2%80%94HarrisHawksOptimizationforSpatialAssessment.pdf; http://eprints.utm.my/id/eprint/88121/; http://dx.doi.org/10.3390/s19163590

In this research, the novel metaheuristic algorithm Harris hawks optimization (HHO) is applied to landslide susceptibility analysis in Western Iran. To this end, the HHO is synthesized with an artificial neural network (ANN) to optimize its performance. A spatial database comprising 208 historical l...