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A new approach to automatically producing schedules for cane railways

  • M. Masoud*
  • , E. Kozan
  • , G. A. Kent
  • *Corresponding author for this work

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

4 Scopus citations

Abstract

THE SCHEDULING OF locomotive movements on cane railways has proven to be a very complex task. Various optimisation methods have been used over the years to try and produce an optimised schedule that eliminates or minimises bin supply delays to harvesters and the factory, while minimising the number of locomotives, locomotive shifts and cane bins, and also the cane age. This paper reports on a new attempt to develop an automatic scheduler using a mathematical model solved using mixed integer programming and constraint programming approaches and blocking parallel job shop scheduling fundamentals. The model solution has been explored using conventional constraint programming search techniques and found to produce a reasonable schedule for small-scale problems with up to nine harvesters. While more effort is required to complete the development of the full model with metaheuristic search techniques, the work completed to date gives confidence that the metaheuristic techniques will provide near optimal solutions in reasonable time.

Original languageEnglish
Title of host publication34th Annual Conference of the Australian Society of Sugar Cane Technologists 2012, ASSCT 2012
PublisherAustralian Society of Sugar Cane Technologists
Pages145-154
Number of pages10
ISBN (Electronic)9781622764051
StatePublished - 2012
Externally publishedYes
Event34th Annual Conference of the Australian Society of Sugar Cane Technologists 2012, ASSCT 2012 - Palm Cove, Australia
Duration: 1 May 20124 May 2012

Publication series

Name34th Annual Conference of the Australian Society of Sugar Cane Technologists 2012, ASSCT 2012

Conference

Conference34th Annual Conference of the Australian Society of Sugar Cane Technologists 2012, ASSCT 2012
Country/TerritoryAustralia
CityPalm Cove
Period1/05/124/05/12

Keywords

  • Automatic
  • Rail
  • Schedule

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering
  • Food Science

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