Modern academic exploration necessitates progressively powerful computational instruments to tackle sophisticated mathematical problems that span multiple disciplines. The rise of quantum-based approaches has opened fresh pathways for solving optimisation challenges that traditional computing approaches struggle to handle efficiently. This technica