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Analysis of collaborative savings and cost allocation techniques for the cooperative carrier facility location problem

Analysis of collaborative savings and cost allocation techniques for the cooperative carrier facility location problem
Analysis of collaborative savings and cost allocation techniques for the cooperative carrier facility location problem
Transport companies may cooperate to increase their efficiency levels by e.g. the exchange of orders or vehicle capacity. In this paper a new approach to horizontal carrier collaboration is presented: the sharing of distribution centres (DCs) with partnering organisations. This problem can be classified as a cooperative facility location problem and formulated as an innovative mixed integer linear program. To ensure cooperation sustainability, collaborative costs need to be allocated fairly to the different participants. To analyse the benefits of cooperative facility location and the effects of different cost allocation techniques, numerical experiments based on experimental design are carried out on a U.K. case study. Sharing DCs may lead to significant cost savings up to 21.6%. In contrast to the case of sharing orders or vehicles, there are diseconomies of scale in terms of the number of partners and more collaborative benefit can be expected when partners are unequal in size. Moreover, results indicate that horizontal collaboration at the level of DCs works well with a limited number of partners and can be based on intuitively appealing cost sharing techniques, which may reduce alliance complexity and enforce the strength of mutual partner relationships.
horizontal cooperation, facility location, logistics, cooperative game theory, cost allocation
0160-5682
853-871
Verdonck, Lotte
316fdbee-6757-4c2b-a562-4261b38db49e
Beullens, Patrick
893ad2e2-0617-47d6-910b-3d5f81964a9c
Caris, An
a0153ded-16e1-4fe5-a928-e30f2a8d3447
Ramaekers, Katrien
2afd8e42-f367-41ee-86dd-24f97105cc21
Janssens, Gerrit K.
857c7829-2b42-457a-81f0-7bf8d72f5507
Verdonck, Lotte
316fdbee-6757-4c2b-a562-4261b38db49e
Beullens, Patrick
893ad2e2-0617-47d6-910b-3d5f81964a9c
Caris, An
a0153ded-16e1-4fe5-a928-e30f2a8d3447
Ramaekers, Katrien
2afd8e42-f367-41ee-86dd-24f97105cc21
Janssens, Gerrit K.
857c7829-2b42-457a-81f0-7bf8d72f5507

Verdonck, Lotte, Beullens, Patrick, Caris, An, Ramaekers, Katrien and Janssens, Gerrit K. (2017) Analysis of collaborative savings and cost allocation techniques for the cooperative carrier facility location problem. Journal of the Operational Research Society, 67 (6), 853-871. (doi:10.1057/jors.2015.106).

Record type: Article

Abstract

Transport companies may cooperate to increase their efficiency levels by e.g. the exchange of orders or vehicle capacity. In this paper a new approach to horizontal carrier collaboration is presented: the sharing of distribution centres (DCs) with partnering organisations. This problem can be classified as a cooperative facility location problem and formulated as an innovative mixed integer linear program. To ensure cooperation sustainability, collaborative costs need to be allocated fairly to the different participants. To analyse the benefits of cooperative facility location and the effects of different cost allocation techniques, numerical experiments based on experimental design are carried out on a U.K. case study. Sharing DCs may lead to significant cost savings up to 21.6%. In contrast to the case of sharing orders or vehicles, there are diseconomies of scale in terms of the number of partners and more collaborative benefit can be expected when partners are unequal in size. Moreover, results indicate that horizontal collaboration at the level of DCs works well with a limited number of partners and can be based on intuitively appealing cost sharing techniques, which may reduce alliance complexity and enforce the strength of mutual partner relationships.

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More information

Accepted/In Press date: 2 November 2015
e-pub ahead of print date: 21 December 2017
Keywords: horizontal cooperation, facility location, logistics, cooperative game theory, cost allocation
Organisations: Operational Research

Identifiers

Local EPrints ID: 383557
URI: http://eprints.soton.ac.uk/id/eprint/383557
ISSN: 0160-5682
PURE UUID: f003b80a-a602-4591-9d7b-696a49b56da6
ORCID for Patrick Beullens: ORCID iD orcid.org/0000-0001-6156-3550

Catalogue record

Date deposited: 23 Nov 2015 12:28
Last modified: 15 Mar 2024 03:32

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Contributors

Author: Lotte Verdonck
Author: An Caris
Author: Katrien Ramaekers
Author: Gerrit K. Janssens

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