Multiresponse Optimization: A Literature Review and Research Opportunities

Jeong, In-Jun

Journal of Korean Society for Quality Management > Volume 39(3); 2011 > Article

Journal of Korean Society for Quality Management 2011;39(3): 377-.

다중반응표면최적화 : 현황 및 향후 연구방향

정인준

정보통신정책연구원 방송전파정책연구실

Multiresponse Optimization: A Literature Review and Research Opportunities

In-Jun Jeong

Division of Broadcasting and Spectrum Policy, Korea Information Society Development Institute

ABSTRACT

A common problem encountered in product or process design is the selection of optimal parameter levels which involves simultaneous consideration of multiple response variables. This is called a multiresponse problem. A multiresponse problem is solved through three major stages: data collection, model building, and optimization. Up to date, various methods have been proposed for the optimization, including the desirability function approach and loss function approach. In this paper, the existing studies in multiresponse optimization are reviewed and a future research direction is then proposed.

Key Words: Response Surface Methodology;Multiple Responses;Optimization;Review;Future Research Direction;