Dynamic Intra-Modal Carpooling with Transhipment : Formalization and First Combinatorial Exact Solution

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TitreDynamic Intra-Modal Carpooling with Transhipment : Formalization and First Combinatorial Exact Solution
Type de publicationConference Paper
Year of Publication2017
AuteursHassine M, Canalda P, Hassine I
Conference Name2017 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTED, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI)
PublisherIEEE; IEEE Comp Soc; IEEE Computat Intelligence Soc; IEEE TCSC
Conference Location345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN Number978-1-5386-0435-9
Mots-clésdynamic carpooling, dynamic time windows, greedy algorithm, Intelligent transport, itineraries with vias
Résumé

In this work, we propose a modeling and an implementation of an algorithm for the computerization of the N-intra-modal carpooling with transhipment. It's a new type of carpooling that allows modal shifts and subsequently a variability between the offer and the demand. Another advantage of our calculator is that it checks the possibility of proposing a return itinerary for a driver who has already carried out a modal shift on his outward journey. Also, the calculator guarantees the good operation for the classic carpooling without modal shifts. Some dynamic constraints are managed by our proposed solution. A system modeling work and managed data, multiple constraints formalization and system multiple objectives as well as implementing a matching motor will be presented in this paper. This motor is based on a greedy combinatorial optimization algorithm. Various tests are run, that prove the possibility of solving this problem based on an exact approach in a reasonable time.