An enhanced Bacterial Foraging Optimization and its application for training kernel extreme learning machine

• Published in: Applied soft computing Vol. 86; p. 105884
• Main Authors: Chen, Huiling, Zhang, Qian, Luo, Jie, Xu, Yueting, Zhang, Xiaoqin
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2020
• Subjects: Bacterial Foraging Optimization; Chaotic local search; Gaussian mutation; Kernel extreme learning machine; Chaotic local search; Bacterial Foraging Optimization; Gaussian mutation; Kernel extreme learning machine

The Bacterial Foraging Optimization (BFO) algorithm is a swarm intelligent algorithm widely used in various optimization problems. However, BFO suffers from multiple drawbacks, including slow convergence speed, inability to jump out of local optima and fixed step length. In this study, an enhanced B...