A modified levenberg marquardt algorithm for simultaneous learning of multiple datasets.

• Main Authors: Önder Efe, Mehmet, Kürkçü, Burak, Kasnakoğlu, Coşku, Mohamed, Zaharuddin, Zhijie, Liu
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2024
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/108865/; http://dx.doi.org/10.1109/TCSII.2023.3335140

Levenberg-Marquardt (LM) algorithm is a powerful approach to optimize the parameters of a neural network (NN). Given a training dataset, the algorithm synthesizes the best path toward the optimum. This brief demonstrates the use of LM optimization algorithm when there are more than one dataset and o...