Multi-objective optimization of vibrating particle systems applied to engineering system design

The design of systems constitutes one of the most important pillars in engineering, in which it is desired to reduce costs, minimize time and resources, and guarantee the quality, efficiency, and safety of products. In recent decades, numerous population-based algorithms have been employed for this purpose. Among these, we can cite a new heuristic approach, the Vibrating Particles System (VPS) algorithm. This is based on simulating the free vibration of systems with one degree of freedom and viscous damping. The present work aims to extend the VPS to a multi-objective context. The results obtained considering two engineering design problems demonstrate that the proposed methodology was able to obtain good performance in terms of convergence and computational cost.

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Publication Details

Journal
Ciência e Natura
Published
2024-11-04
DOI
https://doi.org/10.5902/2179460x86556
Primary Topic
Mechanical and Thermal Properties Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Multi-objective optimization of vibrating particle systems applied to engineering system design

Jéssica Cristiane Andrade, Gustavo Mendes Platt, Fran Sérgio Lobato, Gustavo Barbosa Libotte
Ciência e Natura
Mechanical and Thermal Properties Analysis
article

Multi-objective optimization of vibrating particle systems applied to engineering system design

Jéssica Cristiane Andrade, Gustavo Mendes Platt, Fran Sérgio Lobato, Gustavo Barbosa Libotte
article en

Abstract

The design of systems constitutes one of the most important pillars in engineering, in which it is desired to reduce costs, minimize time and resources, and guarantee the quality, efficiency, and safety of products. In recent decades, numerous population-based algorithms have been employed for this purpose. Among these, we can cite a new heuristic approach, the Vibrating Particles System (VPS) algorithm. This is based on simulating the free vibration of systems with one degree of freedom and viscous damping. The present work aims to extend the VPS to a multi-objective context. The results obtained considering two engineering design problems demonstrate that the proposed methodology was able to obtain good performance in terms of convergence and computational cost.

Ciência e NaturaVol. 46(esp. 1)
Universidade Federal do Rio Grande (BR), Universidade do Estado do Rio de Janeiro (BR), Universidade Federal de Uberlândia (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais
Peace, Justice and strong institutions
Openalex Percentile: Top 80%
Mechanical and Thermal Properties Analysis
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Multi-objective optimization of vibrating particle systems applied to engineering system design — Jéssica Cristiane Andrade, Gustavo Mendes Platt, et al. · Ciência e Natura (2024) | TGRS Research Map | TGRS