ARTICLE
TITLE

Capacitated vehicle routing problem model for carriers

SUMMARY

AbstractBackground: The Capacitated Vehicle Routing Problem (CVRP) is one of the most important transportation problems in logistics and supply chain management. The standard CVRP considers a fleet of vehicles with homogeneous capacity that depart from a warehouse, collect products from (or deliver products to) a set of customer locations (points) and return to the same warehouse. However, the operation of carrier companies and third-party transportation providers may follow a different network flow for collection and delivery. This may lead to non-optimal route planning through the use of the standard CVRP.Objective: To propose a model for carrier companies to obtain optimal route planning.Method: A Capacitated Vehicle Routing Problem for Carriers (CVRPfC) model is used to consider the distribution scenario where a fleet of vehicles depart from a vehicle storage depot, collect products from a set of customer points and deliver them to a specific warehouse before returning to the vehicle storage depot. Validation of the model’s functionality was performed with adapted CVRP test problems from the Vehicle Routing Problem LIBrary. Following this, an assessment of the model’s economic impact was performed and validated with data from a real carrier (real instance) with the previously described distribution scenario.Results: The route planning obtained through the CVRPfC model accurately described the network flow of the real instance and significantly reduced its distribution costs.Conclusion: The CVRPfC model can thus improve the competitiveness of the carriers by providing better fares to their customers, reducing their distribution costs in the process.

 Articles related

Edy Anto Soentoro,Imam Muhardiono,Yadi Suryadi    

Uncontrolled changes in land use located in the upstream river can result in land erosion, which will eventually increase river sedimentation as well as floods, reduce the estimated planned life of the downstream reservoir, and reduce soil productivity d... see more


Jan Havenga,Zane Simpson,David King,E. J. Lanz,Leila Goedhals-Gerber,Anneke de Bod    

AbstractThis paper highlights the first attempt by researchers at Stellenbosch University to model freight flows between and for 17 countries in sub-Saharan Africa (SSA). The model will be informed by and linked to the South African surface Freight Deman... see more


Nadeem Nasir,Noorhana Yahya,Hasnah Mohd Zaid,Afza Shafie,Norhisham Hamid    

Nowadays control source electromagnetic method is used for offshore hydrocarbon exploration. Hydrocarbon detection in sea bed logging (SBL) is a very challenging task for deep target hydrocarbon reservoir. Response of electromagnetic (EM) field from mari... see more


Louis R. Epoh,Chengedzai Mafini    

AbstractBackground: For South African small and medium enterprises (SMEs) to gain and maintain competitive advantages and succeed, they have to change their practices and adapt their strategies to the dynamic environment of today. A better understan... see more


Ayanda M. Vilakazi,Krishna K. Govender    

AbstractThis study, which is a deviation from the usual practice of using SERVQUAL or an adaptedversion thereof, uses McKnight, Pagano and Paaswell’s (1986) service quality dimensions,namely reliability; extent of service; comfort; safety; and affordabil... see more