萤火虫算法在设施布局优化中的应用

Luisa Fernanda Vargas-Pardo, Frank Nixon Giraldo-Ramos
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引用次数: 1

摘要

本文展示了Francisco Joséde Caldas地区大学关于生物启发算法在生产工程领域应用的研究结果,涵盖了制造厂布局中的工业布局分布问题。它旨在寻求这些领域的一些问题的优化,使用人工智能实现萤火虫算法作为元启发式规划工具,并优化布局问题。目标是找到工作站或单元的最佳空间分配。探讨了理论概念并给出了结果。首先,对该主题进行了最新的审查,然后评估了可能的解决方案算法,以确定要优化的目标函数,最终应用萤火虫算法,并根据工厂的初始布局评估性能结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Firefly algorithm for facility layout problem optimization
This paper shows the result of a research about the applications of bio-inspired algorithms in the field of production engineering in the Distrital University Francisco José de Caldas, covering the topics of industrial layout distribution in manufacturing plant layout. It is intended to seek the optimization of some problems of those fields, using artificial intelligence from the implementation of a firefly algorithm as metaheuristic planning tool and optimization of layout problem. With the goal of finding the best spatial allocation of work stations or cells. Theoretical concepts explored and results are presented. First, a state-of-the-art review on the subject was made, and then the possible solution algorithms were evaluated to identify the objective function to be optimized, to finally apply the firefly algorithm, and evaluate the results of performance against the Initial layout as the plant.
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