Link-State Routing is a method used in computer networks where routers share information about their immediate connections to build a comprehensive map of the network topology. This allows each router to independently calculate the best path to every destination using algorithms like Dijkstra's Shortest Path First, ensuring efficient and dynamic routing decisions.