Citation
An Approach To Predictive-reactive Scheduling Of Parallel Machines Subject To Disruptions. In proceedings of the 2nd Multidisciplinary International Conference on Scheduling : Theory and Applications (MISTA 2005), 18 -21 July 2005, New York, USA, pages 74-91, 2005.
Paper
Abstract
In this paper, a new predictive-reactive approach to a parallel machine scheduling problem in the presence of uncertain disruptions is presented. The approach developed is based on generating a predictive parallel machine scheduling in such a way as to absorb the effects of possible uncertain disruptions through adding idle times to the job processing times. The uncertain disruption considered is material shortage and it is described using two parameters: number of disruption occurrences and disruption repair period. These parameters are specified imprecisely based on managerial subjective judgement and they are modelled and combined using fuzzy sets. If the impact of a disruption is too high to be absorbed by the predictive schedule, a rescheduling action is needed. In this new approach two rescheduling methods are applied, namely Left shift rescheduling and Building new schedules. The approach developed has been applied to solving a real-life scheduling problem of a pottery company. The results obtained have been satisfactory and showed the flexibility of the predictive-reactive approach.
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Bibtex
@INPROCEEDINGS{2005-074-091-P, author = {A. Duenas and D. Petrovic},
title = {An Approach To Predictive-reactive Scheduling Of Parallel Machines Subject To Disruptions},
booktitle = {In proceedings of the 2nd Multidisciplinary International Conference on Scheduling : Theory and Applications (MISTA 2005), 18 -21 July 2005, New York, USA},
year = {2005},
editor = {G. Kendall and L. Lei and M. Pinedo},
pages = {74--91},
note = {Paper},
abstract = {In this paper, a new predictive-reactive approach to a parallel machine scheduling problem in the presence of uncertain disruptions is presented. The approach developed is based on generating a predictive parallel machine scheduling in such a way as to absorb the effects of possible uncertain disruptions through adding idle times to the job processing times. The uncertain disruption considered is material shortage and it is described using two parameters: number of disruption occurrences and disruption repair period. These parameters are specified imprecisely based on managerial subjective judgement and they are modelled and combined using fuzzy sets. If the impact of a disruption is too high to be absorbed by the predictive schedule, a rescheduling action is needed. In this new approach two rescheduling methods are applied, namely Left shift rescheduling and Building new schedules. The approach developed has been applied to solving a real-life scheduling problem of a pottery company. The results obtained have been satisfactory and showed the flexibility of the predictive-reactive approach.},
owner = {Faizah Hamdan},
timestamp = {2012.05.21},
webpdf = {2005-074-091-P.pdf} }