Subhi, Z. et al. 2026. 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, (Sep. 2026), 70–82. DOI:https://doi.org/10.61356/j.nois.2026.11673.