다중반응최적화를 위한 상호교호적 접근법An Interactive Approach to Multiple Response Optimization
- Other Titles
- An Interactive Approach to Multiple Response Optimization
- Authors
- 이평수; 박경삼
- Issue Date
- 2015
- Publisher
- 한국경영과학회
- Keywords
- Multi-Response Surface Optimization; Product and Process Design; Multi-Objective Optimization; Interactive Method
- Citation
- 한국경영과학회지, v.40, no.3, pp.49 - 61
- Indexed
- KCI
- Journal Title
- 한국경영과학회지
- Volume
- 40
- Number
- 3
- Start Page
- 49
- End Page
- 61
- URI
- https://scholar.korea.ac.kr/handle/2021.sw.korea/95453
- DOI
- 10.7737/JKORMS.2015.40.3.049
- ISSN
- 1225-1119
- Abstract
- We study the problem of multiple response optimization (MRO) and focus on the selection of input levels which will produce desirable output quality. We propose an interactive multiple objective optimization approach to the input design. The earlier interactive methods utilized for MRO communicate with the decision maker only using the response variable values, in order to improve the current response values, thereby resulting in the corresponding design solution automatically. In their interaction steps of preference articulation, no account is taken of any active changes in design variable values. On the contrary, our approach permits the decision maker to change the design variable values in its interaction stage, which makes possible the consideration of the preference or economics of the design variable side. Using some typical value functions, we also demonstrate that our method converges reasonably well to the known optimal solutions.
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Collections - Korea University Business School > Department of Business Administration > 1. Journal Articles
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