Simulation-based Evolutionary Optimisation of Buffer Allocation Problem

Birkan Can, Cathal Heavey, Andreas Beham

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

In this work, we investigate single-objective optimisation of discrete-event simulation (DES) models with evolutionary algorithms. We study genetic algorithms (GAs) and perform comparative analysis of the results from DES models of serial production lines where average steady-state throughput is considered as the performance criterion. We perform empirical analysis of different GA settings to identify ideal parameters in simulation-based optimisation. We experiment on different sized problems. The empirical results have shown the efficiency of GAs in simulationbased optimisation of production lines through buffer allocation.
OriginalspracheEnglisch
TitelProceedings of the Operational Research Society 4th Simulation Workshop (SW08)
Seiten321-324
PublikationsstatusVeröffentlicht - 2008
VeranstaltungOperational Research Society 4th Simulation Workshop (SW08) - Worcestershire, England, UK, Großbritannien/Vereinigtes Königreich
Dauer: 1 Apr 20082 Apr 2008

Konferenz

KonferenzOperational Research Society 4th Simulation Workshop (SW08)
Land/GebietGroßbritannien/Vereinigtes Königreich
OrtWorcestershire, England, UK
Zeitraum01.04.200802.04.2008

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