Subhi, Zinah, Maher Hussein, and Lubna Thanoon ALkahla. “An Adaptive Neuro-Metaheuristic Framework Integrating Transformer-Based Surrogate Modeling With Differential Evolution for High-Dimensional Black-Box Optimization”. Neutrosophic Optimization and Intelligent Systems 11 (September 23, 2026): 70–82. Accessed October 25, 2026. https://ojs.sciencesforce.com/index.php/nois/article/view/673.