The Max Flow Problem is a classic optimization problem that seeks to determine the maximum possible flow in a flow network from a source node to a sink node, subject to capacity constraints on the edges. It has applications in various fields such as transportation, telecommunication, and network design, where efficient resource allocation is crucial.