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VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/28
Title: Marine quay crane scheduling using a combined modified genetic algorithm and priority rules approach
Authors: Nguyen Hong Vi 
Nguyen Duc Thinh 
Keywords: crane scheduling;genetic algorithm;optimization;priority rules
Issue Date: 2019
Publisher: Singapore : IACSIT Press
Source: http://www.ijmmm.org/index.php?m=content&c=index&a=show&catid=62&id=516 
Journal/Book titles: International Journal of Materials, Mechanics, and Manufacturing 
Series/Report no.: Vol. 7(1);435 - 440
Abstract: 
Quay crane scheduling problem (QCSP) is the
problem of the allocation of quay cranes to handle the
unloading and loading of containers at seaport container
terminals and defining the service sequence of vessel bays of
each quay crane. The treatment of crane interference
constraints and the increased in vessel size make the problem
difficult to solve. Due to the growing interest in applied
research for this problem, many researchers have used
different algorithms and methods to obtain some solutions.
This paper will propose a modified genetic algorithm combined
with priority rules to deal with it. The advantage of the
proposed algorithm comes from the fact that crane
interference constraints, non-simultaneous constraints and
precedence constraints can all be handled in simple ways and is
to provide practical solutions. The effectiveness and reliability
of the approach are tested using several benchmark instances
proposed by Meisel and Bierwirth (2011). A comparison with
the current best-known solutions reveals that the proposed
method is capable of finding the optimal or near-optimal
solution in reasonable computing time.
URI(1): http://epub.vgu.edu.vn/handle/dlibvgu/28
ISSN: 1793-8198
DOI: 10.18178/ijmmm.2019.7.1.422
Appears in Collections:ARTICLE/BOOK PUBLICATION

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