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Authors: Binhui Chen 1 ; Rong Qu 1 ; Ruibin Bai 2 and Hisao Ishibuchi 3

Affiliations: 1 The University of Nottingham, United Kingdom ; 2 University of Nottingham Ningbo, China ; 3 Osaka Prefecture University, Japan

Keyword(s): Variable Neighbourhood Search, Vehicle Routing Problem with Time Windows, Compound Neighbourhood, Metaheuristics.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Methodologies and Technologies ; Operational Research ; Optimization ; Routing ; Symbolic Systems

Abstract: The Vehicle Routing Problem with Time Windows (VRPTW) consists of constructing least cost routes from a depot to a set of geographically scattered service points and back to the depot, satisfying service time interval and capacity constraints. A Variable Neighbourhood Search algorithm with Compound Neighbourhoods is proposed to solve VRPTW in this paper. A number of independent neighbourhood operators are composed into compound neighbourhood operators in a new way, to explore wider search area concerning two objectives (to minimize the number of vehicles and the total travel distance) simultaneously. Promising results are obtained on benchmark datasets.

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Paper citation in several formats:
Chen, B., Qu, R., Bai, R., Ishibuchi and H. (2016). A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW. In Proceedings of 5th the International Conference on Operations Research and Enterprise Systems - ICORES; ISBN 978-989-758-171-7; ISSN 2184-4372, SciTePress, pages 25-35. DOI: 10.5220/0005661800250035

@conference{icores16,
author={Binhui Chen and Rong Qu and Ruibin Bai and Hisao Ishibuchi},
title={A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW},
booktitle={Proceedings of 5th the International Conference on Operations Research and Enterprise Systems - ICORES},
year={2016},
pages={25-35},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005661800250035},
isbn={978-989-758-171-7},
issn={2184-4372},
}

TY - CONF

JO - Proceedings of 5th the International Conference on Operations Research and Enterprise Systems - ICORES
TI - A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW
SN - 978-989-758-171-7
IS - 2184-4372
AU - Chen, B.
AU - Qu, R.
AU - Bai, R.
AU - Ishibuchi, H.
PY - 2016
SP - 25
EP - 35
DO - 10.5220/0005661800250035
PB - SciTePress

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