A Study of D-Optimal Design in Nonlinear Model Using the Genetic Algorithm

유전자 알고리즘을 이용한 비선형 모형의 D-최적 실험계획법에 관한 연구

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.