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Cited 5 time in webofscience Cited 6 time in scopus
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Optimal cut-fill pairing and sequencing method in earthwork operation

Authors
Gwak, Han-SeongSeo, JongwonLee, Dong-Eun
Issue Date
Mar-2018
Publisher
ELSEVIER SCIENCE BV
Keywords
Earthwork; Cut-fill pairs; Sequencing; MILP; Evolutionary algorithm; Optimization
Citation
AUTOMATION IN CONSTRUCTION, v.87, pp.60 - 73
Indexed
SCIE
SCOPUS
Journal Title
AUTOMATION IN CONSTRUCTION
Volume
87
Start Page
60
End Page
73
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/3382
DOI
10.1016/j.autcon.2017.12.010
ISSN
0926-5805
Abstract
Earthwork operations consist of repeated cycles of excavating, moving, and backfilling processes, in which rock earth block is excavated from its cut pit, moved to a fill pit, and then backfilled into its corresponding fill prism. An efficient earth allocation plan reduces the total earthwork cost. This paper presents a computational method called Optimal cut-fill Pairing and Sequencing (OPS) which identifies the most economical EAP. It identifies the optimal cut-fill pairs and their sequence which minimizes the total earthwork cost by hybridizing the mixed integer linear programming (MILP) and evolutionary algorithm (i.e., harmony search). The proposed method is of value to earthwork managers because it identifies the most favorable EAP by accounting for the rock-earth type of each and every prism, the series of prisms occupying each and every cut and fill pits, and the moving directions (i.e., the order of cut-fill prism pairs), expeditiously. This study is also of relevance to researchers because it provides a white box which defines the mathematical formula and computational procedures to identify the global solution in detail. Two test cases confirm the usability and validity of the computational method.
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