Quantum technology stands as a key innovative area. The field includes numerous strategies to harnessing quantum mechanical principles for computing advantage. Among the leading approaches to quantum computing embraces purpose-built systems engineered for solving optimisation problems using an essentially distinctive mechanism than conventional ga