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2009
진화알고리즘을 이용한 선취적 다목표 양면조립라인 밸런싱
Two-sided assembly line balancing with preemptive multiple goals using an evolutionary algorithm
한국경영과학회
송원섭 외 1명
논문정보
- Publisher
- 한국경영과학회지
- Issue Date
- 2009-06-30
- Keywords
- -
- Citation
- -
- Source
- -
- Journal Title
- -
- Volume
- 34
- Number
- 2
- Start Page
- 101
- End Page
- 111
- DOI
- ISSN
- 12251119
Abstract
This paper considers two-sided assembly line balancing with preemptive multiple goals. In the problem, three goals
are taken into account in the following priority order:minimizing the number of mated-stations, achieving the goal
level of workload smoothness, and maximizing the work relatedness. An evolutionary algorithm is used to solve the
multiple goal problems. A new structure is presented in the algorithm, which is helpful to searching the solution satisfying
the goals in the order of the priority. The proper evolutionary components such as encoding and decoding method,
evaluation scheme, and genetic operators, which are specific to the problem being solved, are designed in order to
improve the algorithm’s performance. The computational results show that the proposed algorithm is promising in the
solution quality.
Keyword:Two-Sided Assembly Line Balancing, Evolutionary Algorithm, Multiple Goals,
Preemptive Priority
- 전남대학교
- KCI
- 한국경영과학회지
저자 정보
| 이름 | 소속 |
|---|---|
| 송원섭 | 산업공학과 |