Modern academic exploration requires progressively powerful computational tools to tackle sophisticated mathematical problems that span various disciplines. The emergence of quantum-based approaches has therefore unsealed new pathways for solving optimisation challenges that traditional computing approaches find it hard to handle efficiently. This