You need at atleast 3 GB to be comfortably running Websphere
Test server under RAD.
Find the firsteps.bat to run the default server or the profile. Increase heap size to a comfortable level min 512 max 1024.
Then start the RAD and add the server to it.
What kind of application do you have? Why cant you add the project on server instead of using the option of running on server?