Dynamic discretization discovery for the service network design problem with mixed autonomous fleets

Yannick Oskar Scherr; Mike Hewitt; Bruno Albert Neumann Saavedra; Dirk Christian Mattfeld

doi:10.1016/J.TRB.2020.09.009

Dynamic discretization discovery for the service network design problem with mixed autonomous fleets

Yannick Oskar Scherr, Mike Hewitt, Bruno Albert Neumann Saavedra, Dirk Christian Mattfeld

Quinlan School of Business

Braunschweig University of Technology

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Transportation Research Part B-methodological
Volume	141
DOIs	https://doi.org/10.1016/J.TRB.2020.09.009
State	Published - Nov 1 2020

Disciplines

Computer Sciences
Digital Communications and Networking

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Cite this

@article{7eef6598c7b84c24ab8561047587b97e,

title = "Dynamic discretization discovery for the service network design problem with mixed autonomous fleets",

author = "Scherr, \{Yannick Oskar\} and Mike Hewitt and Saavedra, \{Bruno Albert Neumann\} and Mattfeld, \{Dirk Christian\}",

note = "We consider a service network design problem with mixed autonomous fleets. * Our dynamic discretization discovery approach outperforms a commercial solver. * Two relaxation-based enhancements provide exact solutions in reduced runtime. * Heuristic search space restriction quickly provides heuristic solutions. * Case study on real-world network gives insights into usage of AVs and platoons.",

year = "2020",

month = nov,

day = "1",

doi = "10.1016/J.TRB.2020.09.009",

language = "American English",

volume = "141",

journal = "Transportation Research Part B-methodological",

}

TY - JOUR

T1 - Dynamic discretization discovery for the service network design problem with mixed autonomous fleets

AU - Scherr, Yannick Oskar

AU - Hewitt, Mike

AU - Saavedra, Bruno Albert Neumann

AU - Mattfeld, Dirk Christian

N1 - We consider a service network design problem with mixed autonomous fleets. * Our dynamic discretization discovery approach outperforms a commercial solver. * Two relaxation-based enhancements provide exact solutions in reduced runtime. * Heuristic search space restriction quickly provides heuristic solutions. * Case study on real-world network gives insights into usage of AVs and platoons.

PY - 2020/11/1

Y1 - 2020/11/1

UR - https://www.sciencedirect.com/science/article/pii/S0191261520304021

U2 - 10.1016/J.TRB.2020.09.009

DO - 10.1016/J.TRB.2020.09.009

M3 - Article

VL - 141

JO - Transportation Research Part B-methodological

JF - Transportation Research Part B-methodological

ER -

Dynamic discretization discovery for the service network design problem with mixed autonomous fleets

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