Journal of Korean Society for Quality Management (품질경영학회지)
- Volume 28 Issue 2
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- Pages.135-146
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- 2000
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- 1229-1889(pISSN)
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- 2287-9005(eISSN)
A Study of D-Optimal Design in Nonlinear Model Using the Genetic Algorithm
유전자 알고리즘을 이용한 비선형 모형의 D-최적 실험계획법에 관한 연구
- Yum, Joon-Keun (Dept. of Statistics, Dongguk University) ;
- Nam, Ki-Seong (Dept. of Statistics, Dongguk University)
- Published : 2000.06.01
Abstract
This study has adapted a genetic algorithm for an optimal design for the first time. The models using a simulation are the nonlinear models. Using an genetic algorithm in D-optimal, it is more efficient than previous algorithms to get an object function. Not like other algorithms, without any troublesome restrictions about the initial solution, not falling into a local optimal solution, it's the most suitable algorithm. Also if we use it without any adding experiments, we can use it to find optimal design of experimental condition efficiently.
Keywords