Multi-objective discrete particle swarm optimisation algorithm for integrated assembly sequence planning and assembly line balancing

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dc.contributor.authorAb Rashid, Mohd Fadzil Faisae
dc.contributor.authorHutabarat, Windo
dc.contributor.authorTiwari, Ashutosh
dc.date.accessioned2017-01-11T09:44:14Z
dc.date.available2017-01-11T09:44:14Z
dc.date.issued2016-10-24
dc.description.abstractIn assembly optimisation, assembly sequence planning and assembly line balancing have been extensively studied because both activities are directly linked with assembly efficiency that influences the final assembly costs. Both activities are categorised as NP-hard and usually performed separately. Assembly sequence planning and assembly line balancing optimisation presents a good opportunity to be integrated, considering the benefits such as larger search space that leads to better solution quality, reduces error rate in planning and speeds up time-to-market for a product. In order to optimise an integrated assembly sequence planning and assembly line balancing, this work proposes a multi-objective discrete particle swarm optimisation algorithm that used discrete procedures to update its position and velocity in finding Pareto optimal solution. A computational experiment with 51 test problems at different difficulty levels was used to test the multi-objective discrete particle swarm optimisation performance compared with the existing algorithms. A statistical test of the algorithm performance indicates that the proposed multi-objective discrete particle swarm optimisation algorithm presents significant improvement in terms of the quality of the solution set towards the Pareto optimal set.en_UK
dc.identifier.citationAb Rashid MFF, Hutabarat W, Tiwari A. (2018) Multi-objective discrete particle swarm optimisation algorithm for integrated assembly sequence planning and assembly line balancing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Volume 232, Issue 8, June 2018 , pp. 1444-1459en_UK
dc.identifier.issn0954-4054
dc.identifier.urihttp://dx.doi.org/10.1177/0954405416673095
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/11242
dc.language.isoenen_UK
dc.publisherSageen_UK
dc.rightsAttribution-NonCommercial 3.0 International
dc.rights.urihttp://creativecommons.org/licenses/by-nc/3.0/
dc.subjectIntegrated assembly sequence planning and assembly line balancingen_UK
dc.subjectparticle swarm optimisationen_UK
dc.subjectmulti-objective optimisationen_UK
dc.subjectdiscrete particle swarm optimisationen_UK
dc.titleMulti-objective discrete particle swarm optimisation algorithm for integrated assembly sequence planning and assembly line balancingen_UK
dc.typeArticleen_UK

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