A concept for simulation-based optimization in Vehicle Routing Problems

D. E. Mazzuco; A. M. Carreirão Danielli; D. L. Oliveira; P. P.P. Santos; M. M. Pereira; L. C. Coelho; E. M. Frazzon

doi:10.1016/j.ifacol.2018.08.208

A concept for simulation-based optimization in Vehicle Routing Problems

D. E. Mazzuco, A. M. Carreirão Danielli, D. L. Oliveira, P. P.P. Santos, M. M. Pereira, L. C. Coelho, E. M. Frazzon

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review

Abstract

Transport processes directly influence the operational performance of distributed production systems. In this context, the Vehicle Routing Problem (VRP) aims for optimizing the delivery of goods, choosing the best route, which reduces travel time, distance or cost. This paper deals with a variant of the VRP, known as VRP with Time Windows (VRPTW) considering daily scheduling. Therefore, this paper proposes a simulation-based optimization approach for transport scheduling and vehicle routing. The approach was validated in a test case focus on minimize the total cost of the distance travelled in a scenario composed by 13 vehicles and 100 clients.

Originalsprog	Engelsk
Bogserie	IFAC-PapersOnLine
Vol/bind	51
Udgave nummer	11
Sider (fra-til)	1720-1725
DOI	https://doi.org/10.1016/j.ifacol.2018.08.208
Status	Udgivet - 1. jan. 2018
Udgivet eksternt	Ja

Bibliografisk note

Publisher Copyright:
© 2018

Dokumenter og links

10.1016/j.ifacol.2018.08.208

Citationsformater

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keywords = "Complex Logistic Systems, Optimization, Simulation, Vehicle Routing Problem with Time Windows",

author = "Mazzuco, {D. E.} and {Carreir{\~a}o Danielli}, {A. M.} and Oliveira, {D. L.} and Santos, {P. P.P.} and Pereira, {M. M.} and Coelho, {L. C.} and Frazzon, {E. M.}",

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AU - Carreirão Danielli, A. M.

AU - Oliveira, D. L.

AU - Santos, P. P.P.

AU - Pereira, M. M.

AU - Coelho, L. C.

AU - Frazzon, E. M.

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AB - Transport processes directly influence the operational performance of distributed production systems. In this context, the Vehicle Routing Problem (VRP) aims for optimizing the delivery of goods, choosing the best route, which reduces travel time, distance or cost. This paper deals with a variant of the VRP, known as VRP with Time Windows (VRPTW) considering daily scheduling. Therefore, this paper proposes a simulation-based optimization approach for transport scheduling and vehicle routing. The approach was validated in a test case focus on minimize the total cost of the distance travelled in a scenario composed by 13 vehicles and 100 clients.

KW - Complex Logistic Systems

KW - Optimization

KW - Simulation

KW - Vehicle Routing Problem with Time Windows

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A concept for simulation-based optimization in Vehicle Routing Problems

Abstract

Bibliografisk note

Dokumenter og links

Fingeraftryk

Citationsformater