The 52-year-old Montenegrin coach has penned an 18-month contract with the Isfahan-based football team.
Radulovic replaced Alireza Mansourian in Zob Ahan.
The details of the contract fee have not been disclosed.
Zob Ahan sits 11th in Iran Professional League (IPL).