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Conference papers
Buffers sizing in assembly lines using a Lorenz multiobjective ant colony optimization algorithm
Abstract : In this paper, a new multiobjective resolution approach is proposed for solving buffers sizing problems in assembly lines. The considered problem consists of sizing the buffers between the different stations in a line taking in consideration that the size of each buffer is bounded by a lower and an upper value. Two objectives are taken in consideration: the maximization of the throughput rate and the minimization of the total size of the buffers. The resolution method is based on a multiobjective ant colony algorithm but using the Lorenz dominance instead of the well-known Pareto dominance relationship. The Lorenz dominance relationship provides a better domination area by rejecting the solutions founded on the extreme sides of the Pareto front. The obtained results are compared with those of a classical Multiobjective Ant Colony Optimization Algorithm. For that purpose, three different measuring criteria are applied. The numerical results show the advantages and the efficiency of the Lorenz dominance.
https://hal-utt.archives-ouvertes.fr/hal-02491601
Contributor : Daniel Gavrysiak Connect in order to contact the contributor
Submitted on : Wednesday, February 26, 2020 - 11:34:44 AM
Last modification on : Friday, August 27, 2021 - 3:14:07 PM
Contributor : Daniel Gavrysiak Connect in order to contact the contributor
Submitted on : Wednesday, February 26, 2020 - 11:34:44 AM
Last modification on : Friday, August 27, 2021 - 3:14:07 PM