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
Ε-mail: kougias (at) uop (dot) gr
Γραφείο: K11
Ώρες Γραφείου: Πέμπτη 12:00-13:00 μ.μ. Παρασκευή 12:00-13:00 μ.μ.
Σύντομο Βιογραφικό Σημείωμα

Ο Δρ. Κούγιας Ιωάννης είναι Καθηγητής του Τμήματος Ηλεκτρολόγων Μηχανικών & Μηχανικών Υπολογιστών του Πανεπιστημίου Πελοποννήσου.

Έλαβε το βασικό του πτυχίο (B.Sc.) από το Memorial University of NFLD, Canada, το μεταπτυχιακό του (M.A.) από το York University of Toronto, Canada και το Διδακτορικό του (Ph.D.) από το Τμήμα Μαθηματικών του Πανεπιστημίου Πατρών. Τα επιστημονικά και ερευνητικά του ενδιαφέροντα επικεντρώνονται κυρίως στην εφαρμοσμένη μαθηματική ανάλυση, διαφορικές και ολοκληρωτικές εξισώσεις, καθώς επίσης και σε σύγχρονες μεθόδους διδακτικής των μαθηματικών και συναφών αντικειμένων, διαχείριση και οργάνωση εκπαιδευτικών περιβαλλόντων.

Έχει διδάξει: Γενικά και Ανώτερα Μαθηματικά, Στατιστική Επιχειρήσεων, Πιθανοθεωρία, Στατιστική & Συνδυαστική Ανάλυση, Χρηματοοικονομικά Μαθηματικά, Μαθηματικό Λογισμό, Γραμμική Άλγεβρα και Διαφορικές Εξισώσεις σε τμήματα των Τεχνολογικών Εκπαιδευτικών Ιδρυμάτων Μεσολογγίου, Ηπείρου, Δυτικής Ελλάδας και Πανεπιστήμιο Ιωαννίνων (Αγρίνιο).

Διετέλεσε Αντιπρόεδρος Ακαδημαϊκών Υποθέσεων, Προϊστάμενος του Τμήματος Αυτοματισμού του π. Τεχνολογικού Εκπαιδευτικού Ιδρύματος Μεσολογγίου και Πρόεδρος του Τμήματος Πληροφορικής και ΜΜΕ του π. ΤΕΙ Δυτικής Ελλάδας.

Short CV

Dr. Ioannis Kougias is a Professor at the Department of Electrical & Computer Engineering of the University of Peloponnese.

He received his B.Sc. from Memorial University of NFLD, Canada, his M.A. from York University of Toronto, Canada and his Ph.D. from the Department of Mathematics of the University of Patras. His scientific and research interests mainly focus on applied mathematical analysis, differential and integral equations, as well as modern teaching methods of mathematics and related subjects, management and organization of educational environments.

He has taught: General and Advanced Mathematics Courses, Business Statistics, Probability Theory, Statistical & Combinatorial Analysis, Mathematics of Finance, Calculus, Linear Algebra and Differential Equations in departments of the Technological Educational Institutes of Messolonghi, Epirus, Western Greece, and the former University of Agrinio.

He was Vice President of Academic Affairs, Head of the  Department of Automation of the former Technological Educational Institute of Messolonghi and President of Informatics and Media Department of the former TEI of Western Greece.

Επιστημονικά Ενδιαφέροντα:
  • Εφαρμοσμένη Μαθηματική Ανάλυση
  • Διαφορικές Εξισώσεις
  • Νέες Μέθοδοι Διδακτικής με Έμφαση στα Μαθηματικά
  • Διαχείριση και οργάνωση εκπαιδευτικών περιβαλλόντων
Science Interest:

• Applied Mathematical Analysis

• Differential Equations

• New Teaching Methodologies with emphasis on mathematics courses

• Management and organization of educational environments