The word "change" is usually used to indicate a substitute or replacement.
You can change your clothes. You can change the linen on your bed.
To "switch" is usually used to explain a shift or more SUDDEN movement.
For example, people "switch" gears when driving. People "switch" on the lights.
Some other similar verbs would be "modify", "alter" "vary" and "transform".
Hope this helps