L. ALkahla

An Adaptive Neuro-Metaheuristic Framework Integrating Transformer-Based Surrogate Modeling with Differential Evolution for High-Dimensional Black-Box Optimization

The Adaptive Neuro-Metaheuristic with Transformer-based Transformer-based Differential Evolution (ANM-TDE), which combines a Transformer-based surrogate model with a self-adaptive Differential Evolution (DE) algorithm to greatly reduce the number of real function evaluations while maintaining a strong global search per...