From the literatures from 2008 to 2018, it is found that physical exercise has been used to improve the cognition, other mental symptoms, activities of daily living, etc., in Alzheimer's disease (AD) patients; however, there are some other studies which did not agree. The effects of physical exercise on AD may involve a complicated way, which needs more researches.