Modern academic exploration requires increasingly powerful computational tools to tackle complex mathematical problems that span various disciplines. The rise of quantum-based approaches has therefore opened fresh avenues for resolving optimisation hurdles that traditional computing approaches struggle to manage effectively. This technological evol