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Diskretnyi Analiz i Issledovanie Operatsii, 2015, Volume 22, Issue 6, Pages 55–77
DOI: https://doi.org/10.17377/daio.2015.22.496 (Mi da833) 		 
This article is cited in 1 scientific paper (total in 1 paper)

A three-phase heuristic for the vehicle fleet and route optimization

A. V. Khmelev

Novosibirsk State University, 2 Pirogov St., 630090 Novosibirsk, Russia
Full-text PDF (486 kB) Citations (1)
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DOI: https://doi.org/10.17377/daio.2015.22.496
Abstract: We consider the applied vehicle routing problem with time windows. Each driver works in a given shift. Each shift has the start, finish and set of pauses which need to be scheduled en route. We introduce the mathematical formulation for this problem in terms of the mixed integer linear programming. In order to tackle large instances, we developed a three-phase local search algorithm with an effective procedure for search in neighbourhoods. Computational experiments for instances from one delivery company have shown the efficiency of the developed algorithm and significant reduction in costs. Tab. 2, ill. 4, bibliogr. 14.
Keywords: vehicle routing, time window, work shift, pause, local search, fleet optimization.
Funding agency Grant number
Russian Foundation for Basic Research 15-07-01141
Received: 03.06.2015
Revised: 11.08.2015
Bibliographic databases:
Document Type: Article
UDC: 519.85
Language: Russian
Citation: A. V. Khmelev, “A three-phase heuristic for the vehicle fleet and route optimization”, Diskretn. Anal. Issled. Oper., 22:6 (2015), 55–77
Citation in format AMSBIB
\Bibitem{Khm15}
\by A.~V.~Khmelev
\paper A three-phase heuristic for the vehicle fleet and route optimization
\jour Diskretn. Anal. Issled. Oper.
\yr 2015
\vol 22
\issue 6
\pages 55--77
\mathnet{http://mi.mathnet.ru/da833}
\crossref{https://doi.org/10.17377/daio.2015.22.496}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=3497823}
\elib{https://elibrary.ru/item.asp?id=25124390}
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    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Дискретный анализ и исследование операций
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    Full-text PDF :144
    References:64
    First page:19
     
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