MATLAB 2012 relies on an older version of the Java Runtime Environment (JRE). If the installer fails to launch, try running it in "Compatibility Mode" for Windows 7.
For teams needing MATLAB R2012b to support legacy code or discontinued toolboxes, please note: download fixed matlab 2012