Steps to change the Metric value:
1. Double click on the correct Network Adapter in the Control Panel\Network and Internet\Network Connections
2. Click on the properties > Select Internet protocol Version 4 (TCP/IPv4) > Click on the Properties
3. Click on the Advance button at the bottom of the General tab
4. Uncheck Automatic metric and type the value for the Interface metric to the lower value than the one shown in the "route print" report for all NIC's Internet protocol configuration. The lowest possible value is 5 according the Microsoft article
http://support.microsoft.com/kb/299540 .
5. Click OK out of the configuration.
6. ping the server name from command prompt from the localhost which will show the correct IP address now.
7. Restart the AdminServer.
Using the above fix would not require forcing AdminServer to bind specific ip as it would now be directed to the correct IP address.
If the fix on the NIC is not possible, use the workaround in the workaround section below.