Hybrid algorithm for the two-dimensional rectangular layer-packing problem
In this paper, a rectangular layer-packing algorithm (RLPA) combined with modified genetic algorithm (GA) or particle swarm optimization (PSO) algorithm is developed to solve the problem with emerging restraints, which is raised from the two-dimensional rectangular packing problem with some small rectangles that need to be packed into a fixed rectangular object. RLPA is designed from the BL algorithm and lowest horizontal line algorithm. GA and PSO are also modified to satisfy the constraint conditions. Best GA or PSO parameters are obtained by conducting experiments on some typical instances. The results are also compared, which validate the quality of the solutions and show the effectiveness of the modified algorithm.
Year of publication: |
2014
|
---|---|
Authors: | Chen, Weidong ; Zhai, Pengfei ; Zhu, Heng ; Zhang, Yongbo |
Published in: |
Journal of the Operational Research Society. - Palgrave Macmillan, ISSN 0160-5682. - Vol. 65.2014, 7, p. 1068-1077
|
Publisher: |
Palgrave Macmillan |
Saved in:
Online Resource
Saved in favorites
Similar items by person
-
Hybrid algorithm for the two-dimensional rectangular layer-packing problem
Chen, Weidong, (2014)
-
Crippen, Gordon M., (2010)
-
Economic Impacts of the COVIDā19 Lockdown in a RemittanceāDependent Region
Gupta, Anubhab, (2020)
- More ...