Then maybe your Yosemite installation is haywire.I was asking about whether it is possible in 10.11 because I can't Command + Tab to full screen apps in 10.10
Is it running on a supported Mac without any extras installed? Do you use a Mac OS X compatible keyboard with a CMD key?