The Hosoya Index, also known as the Z-index, is a topological index used in graph theory. It is a numerical representation that quantifies the complexity of a molecular graph. The index is computed as the sum of the matchings (independent edge sets) in the graph. This metric helps in understanding the connectivity and structure of molecules, which are crucial in catalysis.