Contemporary computational knowledge stands at the threshold of extraordinary advancements in optimization methodologies. Advanced approaches are emerging with unique capabilities for fixing intricate mathematical problems. The implications for various sectors may be transformative in coming decades. Machine learning algorithms have fundamentally