A hybrid chaos firefly algorithm for three-dimensional irregular packing problem
dc.contributor.author | Zhao, C. | |
dc.contributor.author | Jiang, L. | |
dc.contributor.author | Teo, Kok Lay | |
dc.date.accessioned | 2023-03-14T08:13:18Z | |
dc.date.available | 2023-03-14T08:13:18Z | |
dc.date.issued | 2020 | |
dc.identifier.citation | Zhao, C. and Jiang, L. and Teo, K.L. 2020. A hybrid chaos firefly algorithm for three-dimensional irregular packing problem. Journal of Industrial and Management Optimization. 16 (1): pp. 409-429. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/90954 | |
dc.identifier.doi | 10.3934/jimo.2018160 | |
dc.description.abstract |
The packing problem study how to pack multiple objects without overlap. Various exact and approximate algorithms have been developed for two-dimensional regular and irregular packing as well as three-dimensional bin packing. However, few results are reported for three-dimensional irregular packing problems. This paper will develop a method for solving threedimensional irregular packing problems. A three-grid approximation technique is first introduced to approximate irregular objects. Then, a hybrid heuristic method is developed to place and compact each individual objects where chaos search is embedded into fire y algorithm in order to enhance the algorithm's diversity for optimizing packing sequence and orientations. Results from several computational experiments demonstrate the effectiveness of the hybrid algorithm. | |
dc.language | English | |
dc.publisher | AMER INST MATHEMATICAL SCIENCES-AIMS | |
dc.relation.sponsoredby | http://purl.org/au-research/grants/arc/LP140100873 | |
dc.subject | Science & Technology | |
dc.subject | Technology | |
dc.subject | Physical Sciences | |
dc.subject | Engineering, Multidisciplinary | |
dc.subject | Operations Research & Management Science | |
dc.subject | Mathematics, Interdisciplinary Applications | |
dc.subject | Engineering | |
dc.subject | Mathematics | |
dc.subject | Irregular packing | |
dc.subject | raster approximation | |
dc.subject | firefly algorithm | |
dc.subject | chaos search | |
dc.subject | GENETIC ALGORITHM | |
dc.subject | BIN PACKING | |
dc.subject | OPTIMIZATION | |
dc.subject | SEARCH | |
dc.subject | NETWORK | |
dc.title | A hybrid chaos firefly algorithm for three-dimensional irregular packing problem | |
dc.type | Journal Article | |
dcterms.source.volume | 16 | |
dcterms.source.number | 1 | |
dcterms.source.startPage | 409 | |
dcterms.source.endPage | 429 | |
dcterms.source.issn | 1547-5816 | |
dcterms.source.title | Journal of Industrial and Management Optimization | |
dc.date.updated | 2023-03-14T08:13:18Z | |
curtin.department | School of Elec Eng, Comp and Math Sci (EECMS) | |
curtin.accessStatus | Fulltext not available | |
curtin.faculty | Faculty of Science and Engineering | |
curtin.contributor.orcid | Teo, Kok Lay [0000-0002-5903-7698] | |
dcterms.source.eissn | 1553-166X | |
curtin.contributor.scopusauthorid | Teo, Kok Lay [56153253000] [57202824194] | |
curtin.repositoryagreement | V3 |
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