How to restart workflow after completion?

Dear experts,

We have situation where we need to restart the workflow after completion - strange isn't...

A multi-level wf: At the top approval level agent rejected and as a result workflow rightly set to completed... Now agent want to change decision to approve...

Therefore seeking your expert advice on how to re-start the completed workflow at that level only...

Best Regards,

Aslam