No. Adobe software only works with Windows and Apple OS X operating systems.
Chromebook runs the Chrome operating system.
You get apps for the Chromebook from the Chrome Web Store Chrome Web Store apps
Adobe is working on a streaming version of Photoshop for Chrome but it's still being tested.