I explore the underlying mathematical structure either by mapping the problem into an alternative domain or by utilizing the geometric properties of the framework. I am also interested in reformulating the optimization problems using wave superposition to get intuitive understanding of the manifold landscape. The aim is to develop deeper insights into the problem structure, thereby improving the exisiting methods or developing alternate methods for achieving global optimality.