Subhi, Z.; Hussein, M.; ALkahla, L. T. An Adaptive Neuro-Metaheuristic Framework Integrating Transformer-Based Surrogate Modeling With Differential Evolution for High-Dimensional Black-Box Optimization. Neutrosophic Opt. Int. Syst. 2026, 11, 70-82. https://doi.org/10.61356/j.nois.2026.11673.