This paper discusses the development of industrial park from the viewpoint of the life cycle, and establishes the evaluation model for development, in order to keep the development of industrial park and promote the benefit of land. First of all, this study proposes the characteristics of development cycle of industrial park form the development elements of industrial park and reviewing references. Also it uses science-based industrial park as case study. Furthermore, in order to let authority on park handle this situation precisely, this study builds an structure of evaluation to calculate each weight of criterion via Delphi and A.H.P.. Then we can get the test value every year, and link these test values, we can get one curve of test values. Futher analysis, it shows the situations of growth and decline of industrial park. Therefore, this study proposes some methods and alternatives to solve these problems to keep industrial park working.