Can not update Safari 8.0.7 due to App Store update broken

Apple frequently releases newer version of Safari. Mac users can manually update and get the latest version of Safari easy through software update function in Mac OS X. However, many people can not update Safari 8.0.7 because App Store update does not work smoothly. How to fix this problem?