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of the European Council for Modelling and Simulation

Title:	*Context-Aware Multi-Objective Vehicle Routing*
Authors:	Janis Grabis, Vineta Minkevica
Published in:	(2017).ECMS 2017 Proceedings Edited by: Zita Zoltay Paprika, Péter Horák, Kata Váradi, Péter Tamás Zwierczyk, Ágnes Vidovics-Dancs, János Péter Rádics European Council for Modeling and Simulation. doi:10.7148/2017 ISBN: 978-0-9932440-4-9/ ISBN: 978-0-9932440-5-6 (CD) 31st European Conference on Modelling and Simulation, Budapest, Hungary, May 23^rd – May 26^th, 2017
Citation format:	Janis Grabis, Vineta Minkevica (2017). Context-Aware Multi-Objective Vehicle Routing, ECMS 2017 Proceedings Edited by: Zita Zoltay Paprika, Péter Horák, Kata Váradi, Péter Tamás Zwierczyk, Ágnes Vidovics-Dancs, János Péter Rádics European Council for Modeling and Simulation. doi: 10.7148/2017-0235
DOI:	https://doi.org/10.7148/2017-0235
Abstract:	A vehicle routing deals with designing optimal delivery routes for a fleet of vehicles serving spatially distributed customers. There is a multitude of variants of this problem varying according to problem characteristics and assumptions. Routing is guided by multiple objectives and affected by different context factors. This paper formulates a vehicle routing optimization model allowing for incorporation of arbitrary selected context factors and objectives represented by KPI. In order to assess relative importance of the objectives and context factors, an adaptive approach is proposed. Experimental studies are conducted to illustrate application of the model and the adaptation method.
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