Improving significant wave height prediction using a neuro-fuzzy approach and marine predators algorithm.

• Main Authors: Ikram, Rana Muhammad Adnan, Cao, Xinyi, Sadeghifar, Tayeb, Kuriqi, Alban, Kisi, Ozgur, Shahid, Shamsuddin
• Format: Article
• Language: English
• Published: MDPI 2023
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.utm.my/106828/1/ShamsuddinShahid2023_ImprovingSignificantWaveHeightPrediction.pdf; http://eprints.utm.my/106828/; http://dx.doi.org/10.3390/jmse11061163
• Institution: Universiti Teknologi Malaysia

This study investigates the ability of a new hybrid neuro-fuzzy model by combining the neuro-fuzzy (ANFIS) approach with the marine predators’ algorithm (MPA) in predicting short-term (from 1 h ahead to 1 day ahead) significant wave heights. Data from two stations, Cairns and Palm Beach buoy, were u...