A beam search approach for solving type II robotic parallel assembly line balancing problem
Özet
In a robotic assembly line, a series of stations are arranged along a conveyor belt and a robot performs on tasks at each station. Parallel assembly lines can provide improving line balance, productivity and so on. Combining robotic and parallel assembly lines ensure increasing flexibility of system, capacity and decreasing breakdown sensitivity. Although aforementioned benefits, balancing of robotic parallel assembly lines is lacking – to the best knowledge of the authors- in the literature. Therefore, a mathematical model is proposed to define/solve the problem and also iterative beam search (IBS), best search method based on IBS (BIBS) and cutting BIBS (CBIBS) algorithms are presented to solve the large-size problem due to the complexity of the problem. The algorithm also tested on the generated benchmark problems for robotic parallel assembly line balancing problem. The superior performances of the proposed algorithms are verified by using a statistical test. The results show that the algorithms are very competitive and promising tool for further researches in the literature.
Anahtar Kelimeler
- Scopus
- 56
- WoS
- 48
- OpenAlex
- 56
Tam Kayıt
| Alan | Değer | Dil |
|---|---|---|
| dc.contributor.author | Çil, Zeynel Abidin | |
| dc.contributor.author | Mete, Süleyman | |
| dc.contributor.author | Özceylan, Eren | |
| dc.contributor.author | Ağpak, Kürşad | |
| dc.date.accessioned | 2026-10-28T14:56:44.494181444Z | |
| dc.date.available | 2026-10-28T14:56:44.494181444Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | In a robotic assembly line, a series of stations are arranged along a conveyor belt and a robot performs on tasks at each station. Parallel assembly lines can provide improving line balance, productivity and so on. Combining robotic and parallel assembly lines ensure increasing flexibility of system, capacity and decreasing breakdown sensitivity. Although aforementioned benefits, balancing of robotic parallel assembly lines is lacking – to the best knowledge of the authors- in the literature. Therefore, a mathematical model is proposed to define/solve the problem and also iterative beam search (IBS), best search method based on IBS (BIBS) and cutting BIBS (CBIBS) algorithms are presented to solve the large-size problem due to the complexity of the problem. The algorithm also tested on the generated benchmark problems for robotic parallel assembly line balancing problem. The superior performances of the proposed algorithms are verified by using a statistical test. The results show that the algorithms are very competitive and promising tool for further researches in the literature. | |
| dc.description.sponsorship | Science Academy in Turkey | |
| dc.identifier.doi | 10.1016/j.asoc.2017.07.062 | |
| dc.identifier.eissn | 1872-9681 | |
| dc.identifier.endpage | 138 | |
| dc.identifier.issn | 1568-4946 | |
| dc.identifier.scopus | 2-s2.0-85030867779 | |
| dc.identifier.startpage | 129 | |
| dc.identifier.uri | https://rdlopen.rawdatalibrary.net/r/munzur/3519 | |
| dc.identifier.volume | 61 | |
| dc.identifier.wos | WOS:000417629800011 | |
| dc.language.iso | en | |
| dc.publisher | Elsevier Ltd | |
| dc.relation.ispartof | Applied Soft Computing | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Assembly line balancing | |
| dc.subject | Beam search | |
| dc.subject | Heuristic | |
| dc.subject | Parallel | |
| dc.subject | Robotic | |
| dc.subject.classification | Computer Science, Artificial Intelligence | |
| dc.subject.classification | Computer Science, Interdisciplinary Applications | |
| dc.subject.classification | Computer Science | |
| dc.subject.other | Assembly machines | |
| dc.subject.other | Belt conveyors | |
| dc.subject.other | Iterative methods | |
| dc.subject.other | Robotics | |
| dc.subject.other | Assembly line balancing | |
| dc.subject.other | Assembly line balancing problems | |
| dc.subject.other | Beam search | |
| dc.subject.other | Bench-mark problems | |
| dc.subject.other | Conveyor belts | |
| dc.subject.other | Heuristic | |
| dc.subject.other | Parallel | |
| dc.subject.other | Robotic assembly lines | |
| dc.subject.other | Robotic assembly | |
| dc.title | A beam search approach for solving type II robotic parallel assembly line balancing problem | |
| dc.type | Article | |
| rdl.citation.openalex | 56 | |
| rdl.citation.scopus | 56 | |
| rdl.citation.wos | 48 | |
| rdl.oa.status | closed | |
| rdl.scopus.quartile | Q1 | |
| rdl.sdg | SDG09 | |
| rdl.source.index | SCOPUS | |
| rdl.source.index | WOS | |
| rdl.wos.index | Science Citation Index Expanded (SCI-EXPANDED) |

