Backtracking strategy diagram. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Comparison of differences in literature methods. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Schematic of iteration process of IDE-IIGA. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Schematic diagram of IGA chromosome coding. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

The Pseudo-Code of the IRBMO Algorithm. حسب Chenyi Zhu (9383370)

Statistical summary of all models. حسب Amal H. Alharbi (21755906)

The illustration depicts our CQ-CNN architecture for binary image classification. حسب Mominul Islam (3513758)

Convergence curve of feature selection algorithms across 11 datasets with KNN classifier. حسب Yi Wei Tye (22208735)

Classification performance of ML and DL models. حسب Amal H. Alharbi (21755906)

Comparison between LSTM, LSTM-BOA, LSTM-CBOA and ILSTM using KDDTest+ and KDDTest-21 in binary classification with average 10 runs. حسب Asmaa Ahmed Awad (16726315)

ROC curve for binary classification. حسب Nicodemus Songose Awarayi (18414494)

Confusion matrix for binary classification. حسب Nicodemus Songose Awarayi (18414494)

IRBMO vs. meta-heuristic algorithms boxplot. حسب Chenyi Zhu (9383370)

IRBMO vs. feature selection algorithm boxplot. حسب Chenyi Zhu (9383370)

Classification performance after optimization. حسب Amal H. Alharbi (21755906)

ANOVA test for optimization results. حسب Amal H. Alharbi (21755906)

Wilcoxon test results for optimization. حسب Amal H. Alharbi (21755906)

Classification baseline performance. حسب Doaa Sami Khafaga (21463870)

Feature selection results. حسب Doaa Sami Khafaga (21463870)

ANOVA test result. حسب Doaa Sami Khafaga (21463870)