Graph decomposition involves breaking down a graph into simpler, more manageable subgraphs, which can facilitate easier analysis and problem-solving. This technique is crucial in various fields such as computer science, network analysis, and combinatorics, where it helps in understanding complex structures and optimizing algorithms.