Novel hybrid evolutionary algorithms for spatial prediction of floods

• Main Authors: Bui, D. T., Panahi, M., Shahabi, H., Singh, V. P., Shirzadi, A., Chapi, K., Khosravi, K., Chen, W., Panahi, S., Li, S., Ahmad, B. B.
• Format: Article
• Language: English
• Published: Nature Publishing Group 2018
• Subjects: G70.212-70.215 Geographic information system
• Online Access: http://eprints.utm.my/id/eprint/79652/2/BaharinAhmad2018_NovelHybridEvolutionaryAlgorithmsforSpatial.pdf; http://eprints.utm.my/id/eprint/79652/; http://dx.doi.org/10.1038/s41598-018-33755-7
• Institution: Universiti Teknologi Malaysia

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...