Resolved means that you should have fixed the issue that triggered the alert. If it occurs again, a new/updated alert is triggered.
Dismissed means that you are aware of the triggering problem and you do not want to see similar alerts again.
Note that you can always go to a dismissed alert and change the status (to Open or Resolved) if you change your mind at a later time.