Data for: Comparing design of experiments and optimal experimental design techniques for modelling the microbial growth rate under static environmental conditions
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资源简介:
MATLAB codes for calculating D-optimal experimental designs of a user-defined secondary model. The following files are included:
- demoDoptimal.m: Script that demonstrates the use of the Doptimal-function using the secondary model in secondaryModel.m.
- Doptimal.m: Function that returns the optimal experimental conditions.
- calculateD.m: Function that calculates the opposite of the determinant, which serves as the objective for the optimisation in Doptimal.m.
- secondaryModel.m: Function that calculates the growth rate based on a vector of model parameters and a vector of model inputs.
用于计算用户自定义二级模型的D最优实验设计(D-optimal experimental designs)的MATLAB代码。本数据集包含以下文件:
- demoDoptimal.m:演示脚本,借助secondaryModel.m中定义的二级模型,展示Doptimal函数的使用方法。
- Doptimal.m:用于输出最优实验条件的函数。
- calculateD.m:用于计算行列式的负值的函数,该值作为Doptimal.m中优化过程的目标函数。
- secondaryModel.m:基于一组模型参数向量与模型输入向量计算生长速率的函数。
创建时间:
2018-08-08



