You can use the physical buttons or the Settings app This article explains how to restart an iPad and, if it's unresponsive, how to force it to restart. It also includes other options for how to reset ...

Much like your PC and your cell phone, your iPad has a Recovery Mode to use in case of a catastrophic problem. Here's how and when to use it.