WebLogic is a
J2EE Application Server, Tuxedo is not.
Tuxedo is an application server, but not
Java based. You use it to deploy solutions developed with C, C++, or Cobol.
It's a high performance AS originally developed by BEA. BEA acquired WebLogic via acquisition back in the 1990's.