Regional economic planning presents a challenge to local government administrators and planners. One of the most difficult aspects of regional planning is the treatment of multiple and sometimes conflicting goals. This paper presents a multicriteria modeling approach for regional planning. More specifically, it presents goal programming models for a typical regional planning problem which involves multiple projects, revenue sources, and priorities for goals.