Other person get notification on his/her timeline that he/she had been blocked
NO the other person will not be notified.
But the other person can find it out as his/ her activities will be restricted if blocked.
If the blocked person is really having any connection with you he/she will definitely know about being blocked as your posts will no more be available for him/her.