Modern academic exploration necessitates progressively powerful computational instruments to tackle sophisticated mathematical issues that cover various disciplines. The emergence of quantum-based approaches has therefore opened new avenues for resolving optimisation hurdles that conventional computing methods struggle to manage efficiently. This t