Modelled view of cloud layer. by Shanthi Amgothu (17692146)

Firefly optimization algorithm flowchart. by Zhengyu Xu (8550660)

“…A typical layered model was established, and the PSO algorithm, FA algorithm, and PSO-IFAH algorithm were applied to inversion calculations. …”

Particle swarm optimization algorithm flowchart. by Zhengyu Xu (8550660)

“…A typical layered model was established, and the PSO algorithm, FA algorithm, and PSO-IFAH algorithm were applied to inversion calculations. …”

Genetic algorithm flowchart. by Wenguang Li (6528113)

“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”

Algorithm flow of the GA-BPNN model. by Xiying Wang (4859998)

“…To address these problems, a genetic algorithm (GA) is adopted for optimizing the BPNN, and the EGA-BPNN model is used to predict irrigation flow in agricultural fields. …”

The Search process of the genetic algorithm. by Wenguang Li (6528113)

“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”

Systematic model of fog-cloud COVID prediction. by Shanthi Amgothu (17692146)

Table1_A bi-layer optimization method of the grid-connected microgrid based on the multi-strategy of the beluga whale algorithm.DOCX by Xianjing Zhong (18067297)

“…Then, constructing a bi-layer iterative model based on the topology, annual net income and grid-connected friendliness are introduced as optimization objectives for the outer and inner layers, respectively, utilizing MHIBWO and CPLEX for resolution. …”

Genetic algorithm iteration data chart. by Wenguang Li (6528113)

“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”

Final single-input ANN architecture. by Nicolas Valenchon (13281855)

Comparison of algorithm search curves. by Bowen Li (200859)

“…The optimal parameters such as the width and weight of RBF are determined, and the optimal RDC-RBF fault diagnosis model is established. …”

Judgment matrix of control layer U. by Yixuan Lu (9987980)

The primeval multi-channel map of the TEM method. by Zhengyu Xu (8550660)

“…A typical layered model was established, and the PSO algorithm, FA algorithm, and PSO-IFAH algorithm were applied to inversion calculations. …”

S1 Data - by Zhengyu Xu (8550660)

“…A typical layered model was established, and the PSO algorithm, FA algorithm, and PSO-IFAH algorithm were applied to inversion calculations. …”

The image of the Aekley function. by Zhengyu Xu (8550660)

“…A typical layered model was established, and the PSO algorithm, FA algorithm, and PSO-IFAH algorithm were applied to inversion calculations. …”

Judgment matrix of criterion layer U₃. by Yixuan Lu (9987980)

Judgment matrix of criterion layer U₄. by Yixuan Lu (9987980)

Judgment matrix of criterion layer U₂. by Yixuan Lu (9987980)

Judgment matrix of criterion layer U₁. by Yixuan Lu (9987980)

Expert scoring values of criterion layer U₁. by Yixuan Lu (9987980)