Evaluando el desempeño del algoritmo bat desparametrizado para resolver el problema de formación de celdas de manufactura

Translated title of the contribution: Performance evaluation of the parameterless bat algorithm to solve the manufacturing cell design problem

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

In recent years, approximate methods or metaheuristics, have been used in several researches, due to efficiency for solving NP-Hard and NP-Complete problems using small computional times. Nevertheless, the metaheuristic resolution process depends on parameter settings. This task is considered an optimization task itself. In this paper, we propose a variation of bat algorithm that self-adapting its parameter settings according to the performance exhibited. Bat algorithm is a relatively modern metaheuristic inspired on the ecolocation behavior of bats that employ echoes to identify the objects in their surrounding area. To evaluate the algorithm performance, we resolve 90 instances of the manufactoring cell design problem taken from Boctor's experiments. We show interesting experimental results where the proposed approach achieves all optimal values.

Translated title of the contributionPerformance evaluation of the parameterless bat algorithm to solve the manufacturing cell design problem
Original languagePortuguese
Title of host publicationMemorias de la CISTI 2018 - 13a Conferencia Iberica de Sistemas y Tecnologias de Informacion / Proceedings of CISTI 2018 - 13th Iberian Conference on Information Systems and Technologies
EditorsAlvaro Rocha, Manuel Perez Cota, Adolfo Lozano-Tello, Ramiro Goncalves
PublisherIEEE Computer Society
Pages1-6
Number of pages6
ISBN (Electronic)9789899843486
DOIs
StatePublished - 27 Jun 2018
Event13th Iberian Conference on Information Systems and Technologies, CISTI 2018 - Caceres, Spain
Duration: 13 Jun 201816 Jun 2018

Publication series

NameIberian Conference on Information Systems and Technologies, CISTI
Volume2018-June
ISSN (Print)2166-0727
ISSN (Electronic)2166-0735

Conference

Conference
CountrySpain
CityCaceres
Period13/06/1816/06/18

Keywords

  • Manufacturing cell design problem
  • Metaheuristic
  • Optimization
  • Parameterless bat algorithm

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