Multi-layer perceptron classification method of medical data based on biogeography-based optimization algorithm with probability distributions

XD Li, JS Wang, WK Hao, M Wang, M Zhang - Applied Soft Computing, 2022 - Elsevier
In the field of medical informatics, the accuracy of medical data classification plays a vital
role. Multi-layer Perceptron (MLP), as one of the most widely used neural networks, has …

Improved pelican optimization algorithm with chaotic interference factor and elementary mathematical function

HM Song, C Xing, JS Wang, YC Wang, Y Liu, JH Zhu… - Soft Computing, 2023 - Springer
Pelican optimization algorithm (POA) is a new heuristic algorithm that simulates the pelican's
natural behavior in the hunting process. In order to improve the convergence speed and …

A hybrid improved bro algorithm and its application in inverse kinematics of 7r 6dof robot

H Wu, X Zhang, L Song, C Su… - Advances in Mechanical …, 2022 - journals.sagepub.com
To advance the calculation performance of the battle royale optimization algorithm (BRO), a
hybrid improved BRO algorithm (HBC) is proposed in this paper. The level mechanism of the …

An Improved Pelican Optimization Algorithm Based on Chaos Mapping Factor.

Y Li, Y Liu, C Lin, J Wen, P Yan… - Engineering …, 2023 - search.ebscohost.com
Abstract The Pelican Optimization Algorithm (POA) is a meta-heuristic algorithm that
emulates the behavior and hunting strategy of pelicans. This paper presents three …