• Master of Science (Civiling), Teknisk fysik (Engineering Physics), Royal Institute of Technology, 1967.

• PhD in Optimization and Systems Theory (old system), Royal Institute of Technology, TeknL 1968, TeknD 1972.

• Docent, Royal Institute of Technology, 1972