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Block Layout Optimization Using the Harmony Search and Particle Swarm Algorithms하모니서치 및 입자 군집 알고리즘을 적용한 블록 포장 레이아웃 최적화 연구

Authors
Urbino, Ivan JanLin, Wu-guangRoh, SeunghyunCho, Yoon Ho
Issue Date
Oct-2023
Publisher
한국도로학회
Keywords
metaheuristics; block layout; pattern optimization; harmony search; particle swarm
Citation
한국도로학회논문집, v.25, no.5, pp 69 - 77
Pages
9
Journal Title
한국도로학회논문집
Volume
25
Number
5
Start Page
69
End Page
77
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/68564
DOI
10.7855/IJHE.2023.25.5.069
ISSN
1738-7159
2287-3678
Abstract
PURPOSES : A model for minimizing cutting loss and determining the optimum layout of blocks in pavements was developed in this study. METHODS : Based on literature review, a model which included constraints such as the amount, volume, overlap, and pattern, was developed to minimize the cutting loss in an irregular pavement shape. The Stach bond, stretcher bond, and herringbone patterns were used in this model. The harmony search and particle swarm algorithms were then used to solve this model. RESULTS : Based on the results of the model and algorithms, the harmony search algorithm yielded better results because of its fast computation time. Moreover, compared to the sample pavement area, it reduced the cutting loss by 20.91%. CONCLUSIONS : The model and algorithms successfully optimized the layout of the pavement and they have potential applications in industries, such as tiling, panels, and textiles.
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Cho, Yoon-Ho
공과대학 (건설환경플랜트공학)
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