Evolutionary algorithm for process plan selection with multiple objectives
- Title
- Evolutionary algorithm for process plan selection with multiple objectives
- Author
- 이영해
- Keywords
- Process planning; Process Plan Selection; Multiple Objectives; Genetic Algorithm
- Issue Date
- 2004-12
- Publisher
- 대한산업공학회
- Citation
- Industrial Engineering and Management Systems, v.3, No.2, Page.116-122
- Abstract
- This paper presents a process plan selection model with multiple objectives. The process plans for
all parts should be selected under multiple objective environment as follows: (1) minimizing the sum of machine
processing and material handling time of all the parts considering realistic shop factors such as production
volume, processing time, machine capacity, and capacity of transfer device. (2) balancing the load between
machines. A multiple objective mathematical model is proposed and an evolutionary algorithm with the adaptive
recombination strategy is developed to solve the model. To illustrate the efficiency of proposed approach,
numerical examples are presented. The proposed approach is found to be effective in offering a set of
satisfactory Pareto solutions within a satisfactory CPU time in a multiple objective environment,
- URI
- http://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE01903064&language=ko_KRhttps://repository.hanyang.ac.kr/handle/20.500.11754/154804
- Appears in Collections:
- COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > INDUSTRIAL AND MANAGEMENT ENGINEERING(산업경영공학과) > Articles
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