Simplex method is a fundamental algorithm in mathematical optimization specifically designed to solve linear programming problems. It operates by systematically exploring the vertices of the feasible region, which is a convex polyhedron defined by linear constraints, to identify an optimal solution that maximizes or minimizes a given linear objective function.