An Improved Particle Swarm Optimization Algorithm for Data Classification

An Improved Particle Swarm Optimization Algorithm for Data Classification

Optimisation-based methods are enormously used in the field of data classification. Particle Swarm Optimization (PSO) is a metaheuristic algorithm based on swarm intelligence, widely used to solve global optimisation problems throughout the real world. The main problem PSO faces is premature converg...

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Bibliographic Details
Main Authors: Waqas Haider Bangyal, Kashif Nisar, Tariq Rahim Soomro, Ag Asri Ag Ibrahim, Ghulam Ali Mallah, Nafees Ul Hassan, Najeeb Ur Rehman
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
feed-forward neural network
quasi-random sequence
opposition rank-based inertia weight
particle swarm optimisation
Online Access:https://www.mdpi.com/2076-3417/13/1/283

Internet

https://www.mdpi.com/2076-3417/13/1/283

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