Context-aware Customizable Routing Solution for Fleet Management
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Context-aware Customizable Routing Solution for Fleet Management Jānis Grabis 1 , Žanis Bondars 1 , Jānis Kampars 1 , Ēriks Dobelis 2 and Andrejs Zaharčukovs 2 1 Institute of Information Technology, Riga Technical University, Kalku 1, Riga, Latvia 2 LLC PricewaterhouseCoopers, Kr. Valdemara 21-21, Riga, Latvia {grabis, janis.kampars, zanis.bondars}@rtu.lv, {eriks.dobelis, andrejs.zaharcukovs}@lv.pwc.com Objecves and requirements Introduction Modules and customizaon process Solution Separaon between the generic and customizable part in the mathemacal model Involve clients in the customizaon process Case specific context data sources Data sharing among users of roung service enabled by the reference model Conclusion Generic and customizable part Routing model Routing results This research has received funding from the research project "Competence Cen- tre of Informaon and Communicaon Technologies" of EU Structural funds, contract No. 1.2.1.1/16/A/007 signed between IT Competence Centre and Cen- tral Finance and Contracng Agency, Research No. 1.6 “Support for mul- criteria enterprise vehicle roung”. To elaborate a method for customizaon of the vehicle roung service on the basis of the reference model Usage of company specific objecves and context factors without structural modificaon of the roung model The reference model define typical objecves and context factors relevant to the roung problem Opmizaon results if contextualized di- recons from one customer to another are used Opmizaon results if shortest distance direcons from one customer to another are used
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Transcript of Context-aware Customizable Routing Solution for Fleet Management
Context-aware Customizable Routing Solution for Fleet
Management
Jānis Grabis1, Žanis Bondars1, Jānis Kampars1, Ēriks Dobelis2 and Andrejs Zaharčukovs2
1Institute of Information Technology, Riga Technical University, Kalku 1, Riga, Latvia 2LLC PricewaterhouseCoopers, Kr. Valdemara 21-21, Riga, Latvia
{grabis, janis.kampars, zanis.bondars}@rtu.lv, {eriks.dobelis, andrejs.zaharcukovs}@lv.pwc.com
Objectives and requirements
Introduction Modules and customization process
Solution
Separation between the generic and customizable part in
the mathematical model
Involve clients in the customization process
Case specific context data sources
Data sharing among users of routing service enabled by
the reference model
Conclusion
Generic and customizable part
Routing model
Routing results
This research has received funding from the research project "Competence Cen-tre of Information and Communication Technologies" of EU Structural funds, contract No. 1.2.1.1/16/A/007 signed between IT Competence Centre and Cen-tral Finance and Contracting Agency, Research No. 1.6 “Support for multi-criteria enterprise vehicle routing”.
To elaborate a method for customization of the vehicle routing service on the basis of the reference model
Usage of company specific objectives and context factors without structural modification of the routing model
The reference model define typical objectives and context factors relevant to the routing problem
Optimization results
if contextualized di-
rections from one
customer to another
are used
Optimization results
if shortest distance
directions from one
customer to another
are used
