ML-Assisted Genetic Algorithm (MLGA) To reduce computational cost, a machine learning surrogate model is introduced into the optimization process. Instead of evaluating every candidate using physics ...

Abstract: This work aims to improve the efficiency, safety, and cost-effectiveness of subterranean construction projects by presenting an optimization strategy for tunnel excavation based on genetic ...

Abstract: In the poultry food industry, eggshell color is recognized as a crucial quality indicator that influences consumer preference and market value. Traditional classification methods, such as ...