This can be customized for each existing run configuration you have defined. Instructions for enabling this feature are given below:
Android Studio 1.4 and later
Check the checkbox located at:
Run -> Edit configurations… -> Miscellaneous tab -> “Clear log before launch”
Android Studio 1.3 and earlier
Check the checkbox located at:
Run -> Edit configurations… -> Logcat tab -> “Clear Log before launch”