optimization_data

This data is from various runs of the evolutionary algorithm. The contents are as follows: trials.ods is a spreadhsheet describing each run, its hyperparameters, and the corresponding data folder. each data folder contains .pckl files containing design parameters for several designs along the pareto front. pareto_front_scores.mat contains data from the whole population across all generations. pareto_analysis.m is the MATLAB script used to analyze pareto_front_scores.mat本数据集源自进化算法（evolutionary algorithm）的多轮运行结果。具体内容如下：trials.ods为电子表格（spreadsheet），用于记录每一轮运行的相关信息、对应超参数（hyperparameters）以及其关联的数据文件夹。每个数据文件夹内均存储有若干.pckl文件，这些文件包含帕累托前沿（Pareto front）上多款设计方案的设计参数。pareto_front_scores.mat文件收录了所有迭代世代中全部种群的相关数据。pareto_analysis.m为用于分析pareto_front_scores.mat的MATLAB脚本文件。