This thesis presents an analytical study of semi-open and semi-closed sets within the framework of metric spaces. It explores their defining properties, interrelationships, and behavior under standard topological operations, with particular emphasis on how these generalized sets extend and refine classical notions of openness and closedness. The work further examines their role in characterizing continuity, convergence, and separation axioms in metric spaces, thereby contributing to a deeper und...