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http://hdl.handle.net/1893/25101
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DC Field | Value | Language |
---|---|---|
dc.contributor.author | Shen, Yindong | en_UK |
dc.contributor.author | Li, Jingpeng | en_UK |
dc.contributor.author | Peng, Kunkun | en_UK |
dc.date.accessioned | 2017-03-07T22:22:19Z | - |
dc.date.available | 2017-03-07T22:22:19Z | - |
dc.date.issued | 2017 | en_UK |
dc.identifier.uri | http://hdl.handle.net/1893/25101 | - |
dc.description.abstract | Public transport driver scheduling is a process of selecting a set of duties for the drivers of vehicles to form a number of legal driver shifts. The problem usually has two objectives which are minimising both the total number of shifts and the total shift cost, while taking into account some constraints related to labour and company rules. A commonly used approach is firstly to generate a large set of feasible shifts by domain-specific heuristics, and then to select a subset to form the final schedule by an integer programming method. This paper presents an estimation of distribution algorithm (EDA) to deal with the subset selection problem which is NP-hard. To obtain a candidate schedules, the EDA applies a number of rules, with each rule corresponding to a particular way of selecting a shift. Computational results from some real-world instances of drive scheduling demonstrate the availability of this approach. | en_UK |
dc.language.iso | en | en_UK |
dc.publisher | Inderscience | en_UK |
dc.relation | Shen Y, Li J & Peng K (2017) An estimation of distribution algorithm for public transport driver scheduling. International Journal of Operational Research, 28 (2), pp. 245-262. https://doi.org/10.1504/IJOR.2017.081483 | en_UK |
dc.rights | The publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study. | en_UK |
dc.rights.uri | http://www.rioxx.net/licenses/under-embargo-all-rights-reserved | en_UK |
dc.subject | metaheuristics | en_UK |
dc.subject | estimation of distribution algorithm | en_UK |
dc.subject | EDA | en_UK |
dc.subject | Bayesian networks | en_UK |
dc.subject | driver scheduling | en_UK |
dc.subject | public transport | en_UK |
dc.subject | legal driver shifts | en_UK |
dc.title | An estimation of distribution algorithm for public transport driver scheduling | en_UK |
dc.type | Journal Article | en_UK |
dc.rights.embargodate | 2999-12-13 | en_UK |
dc.rights.embargoreason | [IJOR2017.pdf] The publisher does not allow this work to be made publicly available in this Repository therefore there is an embargo on the full text of the work. | en_UK |
dc.identifier.doi | 10.1504/IJOR.2017.081483 | en_UK |
dc.citation.jtitle | International Journal of Operational Research | en_UK |
dc.citation.issn | 1745-7653 | en_UK |
dc.citation.issn | 1745-7645 | en_UK |
dc.citation.volume | 28 | en_UK |
dc.citation.issue | 2 | en_UK |
dc.citation.spage | 245 | en_UK |
dc.citation.epage | 262 | en_UK |
dc.citation.publicationstatus | Published | en_UK |
dc.citation.peerreviewed | Refereed | en_UK |
dc.type.status | VoR - Version of Record | en_UK |
dc.author.email | jli@cs.stir.ac.uk | en_UK |
dc.citation.date | 12/12/2016 | en_UK |
dc.contributor.affiliation | Huazhong University of Science and Technology | en_UK |
dc.contributor.affiliation | Computing Science | en_UK |
dc.contributor.affiliation | Huazhong University of Science and Technology | en_UK |
dc.identifier.scopusid | 2-s2.0-85010380301 | en_UK |
dc.identifier.wtid | 534506 | en_UK |
dc.contributor.orcid | 0000-0002-6758-0084 | en_UK |
dc.date.accepted | 2015-06-28 | en_UK |
dcterms.dateAccepted | 2015-06-28 | en_UK |
dc.date.filedepositdate | 2017-03-07 | en_UK |
rioxxterms.apc | not required | en_UK |
rioxxterms.type | Journal Article/Review | en_UK |
rioxxterms.version | VoR | en_UK |
local.rioxx.author | Shen, Yindong| | en_UK |
local.rioxx.author | Li, Jingpeng|0000-0002-6758-0084 | en_UK |
local.rioxx.author | Peng, Kunkun| | en_UK |
local.rioxx.project | Internal Project|University of Stirling|https://isni.org/isni/0000000122484331 | en_UK |
local.rioxx.freetoreaddate | 2999-12-13 | en_UK |
local.rioxx.licence | http://www.rioxx.net/licenses/under-embargo-all-rights-reserved|| | en_UK |
local.rioxx.filename | IJOR2017.pdf | en_UK |
local.rioxx.filecount | 1 | en_UK |
local.rioxx.source | 1745-7645 | en_UK |
Appears in Collections: | Computing Science and Mathematics Journal Articles |
Files in This Item:
File | Description | Size | Format | |
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IJOR2017.pdf | Fulltext - Published Version | 311.46 kB | Adobe PDF | Under Embargo until 2999-12-13 Request a copy |
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