Multithreaded and GPU-Based Implementations of a Modified Particle Swarm Optimization Algorithm with Application to Solving Large-Scale Systems of Nonlinear Equations

This paper presents a novel Graphics Processing Unit (GPU) accelerated implementation of a modified Particle Swarm Optimization (PSO) algorithm specifically designed to solve large-scale Systems of Nonlinear Equations (SNEs). The proposed GPU-based parallel version of the PSO algorithm uses the inhe...

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Bibliographic Details
Published in:	Electronics (Basel) Vol. 14; no. 3; p. 584
Main Authors:	Silva, Bruno, Lopes, Luiz Guerreiro, Mendonça, Fábio
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.02.2025
Subjects:	Algorithms Central processing units Comparative analysis CPUs Graphics processing units Hardware Microprocessors Multiprocessing Nonlinear equations Nonlinear systems Optimization algorithms Optimization techniques Parallel processing Particle swarm optimization Performance evaluation Platforms Programming languages Variables Velocity Portugal
ISSN:	2079-9292, 2079-9292
Online Access:	Get full text
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