Optimize process data and final results حسب Dawei Wang (471687)

Algorithm optimization process. حسب Zhihao Li (359073)

Optimized process of the random forest algorithm. حسب Hongxia Li (493545)

"…Then, a training set is randomly selected from known coal mine samples, and the training sample set is processed and analyzed using Matlab software. Subsequently, a training model based on the random forest classification algorithm is constructed, and the model is optimized using two parameters, Mtry and Ntree. …"

Running time in the PPO process. حسب Yunhu Huang (21402795)

Genetic algorithm flowchart. حسب Jintao Meng (9455366)

"…Traditional vacuum annealing furnaces use PID control method, which has problems such as high temperature fluctuation, large overshoot, and long response time during the heating and heating process. Based on this situation, some domestic scholars have adopted fuzzy PID control algorithm in the temperature control of vacuum annealing furnaces. …"

The average time slots for all algorithms. حسب Zihao Wang (845023)

Improve algorithm process. حسب Ziwei Wu (11386352)

Algorithm training accuracy experiments. حسب Yingying Liu (360782)

Kappa coefficients for different algorithms. حسب Yingying Liu (360782)

Energy consumption in the PPO process. حسب Yunhu Huang (21402795)

Comparison of popular evolutionary algorithms. حسب Qinglei Zhang (10032021)

"…Moreover, in metric of Convergence and Diversity (CD), the Pareto frontier (PF) obtained by MOID-GWO is closer to the optimal solution. Finally, taking the production process of a construction machinery equipment component as an example, the validity and feasibility of the model and algorithm are verified.…"

Welding process site layout. حسب Qinglei Zhang (10032021)

"…Moreover, in metric of Convergence and Diversity (CD), the Pareto frontier (PF) obtained by MOID-GWO is closer to the optimal solution. Finally, taking the production process of a construction machinery equipment component as an example, the validity and feasibility of the model and algorithm are verified.…"

Optional machines for related processes. حسب Qinglei Zhang (10032021)

"…Moreover, in metric of Convergence and Diversity (CD), the Pareto frontier (PF) obtained by MOID-GWO is closer to the optimal solution. Finally, taking the production process of a construction machinery equipment component as an example, the validity and feasibility of the model and algorithm are verified.…"

IGWO solution process. حسب Peng Yao (448155)

A HyChem Model of Polyoxymethylene Dimethyl Ether 5 Optimized with a Differential Evolution Algorithm حسب Guohua Li (550125)

"…By defining optimization objectives as ignition delay times predicted by a reference model, the use of the differential evolution algorithm significantly accelerated the adjustment process of reaction rate parameters during model development. …"

Transport time between each machine. حسب Qinglei Zhang (10032021)

"…Moreover, in metric of Convergence and Diversity (CD), the Pareto frontier (PF) obtained by MOID-GWO is closer to the optimal solution. Finally, taking the production process of a construction machinery equipment component as an example, the validity and feasibility of the model and algorithm are verified.…"

Time course curve of SIFs. حسب Dapeng Wang (250459)

Description of optimal model parameters. حسب Libo Liu (552605)

Chaotic time series from DKSR stock data. حسب Mohammadmahdi Taheri (21722285)

Chaotic time series from KIMI stock data. حسب Mohammadmahdi Taheri (21722285)