In this study, a multi-dimensional evaluation framework was constructed, and the gray correlation analysis and entropy weight method were used to quantitatively analyze the major industrial cities in China. The study finds that these cities perform well in the coordinated development of scientific and technological talents and industrial economy, but there are deficiencies in the ...