Modern academic exploration requires increasingly robust computational tools to tackle sophisticated mathematical issues that cover multiple disciplines. The rise of quantum-based approaches has therefore opened fresh pathways for solving optimisation challenges that conventional computing methods find it hard to handle effectively. This technical