NDLI: Optimization of Distribution Routing Problem Based on Travel Time Reliability

Content Provider	IEEE Xplore Digital Library
Author	Jie Gao
Copyright Year	2009
Abstract	As part of solutions to the technical problem of logistics distribution, vehicle routing problem(VRP) is getting more and more attention in academics and enterprises, it belongs to the NP-hard problem theoretically. VRP with time windows and capacity constraint in stochastic traffic network was studied based on travel time reliability . Firstly, travel time was expressed as a random variable according to previous collected data, and travel time reliability was obtained using the Monte-Carlo method. Then multi-objective optimization model satisfying travel time reliability constrain as well as multi-objective chance-constraints was presented for optimization of distribution routing, and modified genetic algorithm for the model was proposed. At last, numerical results were provided to demonstrate the feasibility and validity of the proposed model and algorithm.
Starting Page	19
Ending Page	22
File Size	289338
Page Count	4
File Format	PDF
ISBN	9780769538761
DOI	10.1109/ICIII.2009.11
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-12-26
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Stochastic processes Telecommunication traffic logistics distribution Routing Vehicles Constraint optimization genetic algorithm travel time reliability NP-hard problem Traffic control vehicle routing problem Random variables Time factors Logistics stochastic traffic network
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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