One simple thing I tried, just for everyone's information.
Created user account 'VCAdmin'
Added this account in local administrators group of Windows M/C
Now logged into Virtual Center with local administrator account.
Selected Hosts & Cluster, added this VCAdmin under VC administrator role and then only I was able to remove default administrator role.
Thanks this post has helped and given me direction.