Industrial agglomeration is a special organization of industry. It plays an important role in regional economic growth. Researchers are expected to explore the mechanism that industrial cluster effect on economic growth. The paper, based on the Solow's theory, explains the relation between industrial cluster and economic growth by merging the reason of industrial agglomeration and applying quantitative method.