The landscape of computational science remains to evolve at extraordinary speed, driven by revolutionary approaches to solving complex issues. These new advancements are altering how researchers and industries tackle optimisation challenges. The impacts extend across numerous industries, from artificial intelligence to logistics optimisation. The