In studies of restarted Davidson method, a dynamic thick-restart scheme was found to be excellent in improving the overall effectiveness of the eigenvalue method. This paper extends the study of the dynamic thick-restart scheme to the Lanczos method for symmetric eigenvalue problems and systematically explore a range of heuristics and strategies. We conduct a series of numerical tests to determine their relative strength and weakness on a class of electronic structure calculation problems.