Simulation of Biological Systems

Course ID
8ΕB07
Επίπεδο
Undergraduate
Είδος
Optional (compulsory)
Εξάμηνο
8
Περίοδος
Spring Semeter
ECTS
5
Ώρες Θεωρίας
3
Ώρες Εργαστηρίου
-

Description

Introduction to modeling techniques. Modeling of physiological systems. Control theory for linear and non-linear systems. Analysis and identification of open-loop and closed-loop physiological systems. Physiological systems simulation and control based on artificial intelligence methods. Applications from cardiovascular, respiratory and metabolism system. Analysis and simulation of physiological systems using specific software package. Computational requirements and architectures.

Course objectives

  • Comprehension of the concepts and methods of mathematical modeling.
  • Applying them to biological and physiologic systems.
  • Developing source code for computational implementation modeling methods.
  • Analyzing physiological and Biological system and recognizing the concepts and methods of modeling.
  • Comprehension and analysis of their analogies (eg. analogy between electric and fluid mechanic systems, applied to respiratory system, or human circulation).
  • Assessing the usefulness and applicability of the mathematical models in Medicine and Biology.

Textbooks/Bibliography

  • Τεχνικές Προσομοίωσης, 2η Έκδοση, Ρουμελιώτης Μάνος- Σουραβλάς Σταύρος, “ΕΚΔΟΣΕΙΣ Α. ΤΖΙΟΛΑ & ΥΙΟΙ Α.Ε.”, 2η/2015, ΘΕΣ/ΝΙΚΗ, 41958885
  • Προσομοίωση διακριτών συστημάτων, Khoshnevis Behrokh, “ΔΙΑΥΛΟΣ Α.Ε. ΕΚΔΟΣΕΙΣ ΒΙΒΛΙΩΝ”, 1η έκδ./1999, ΑΘΗΝΑ, 12203
  • ΜATHEMATICA ΚΑΙ ΕΦΑΡΜΟΓΕΣ, “ΤΡΑΧΑΝΑΣ ΣΤΕΦΑΝΟΣ”, “ΙΔΡΥΜΑ ΤΕΧΝΟΛΟΓΙΑΣ & ΕΡΕΥΝΑΣ-ΠΑΝΕΠΙΣΤΗΜΙΑΚΕΣ ΕΚΔΟΣΕΙΣ ΚΡΗΤΗΣ”, 1η/2004, ΗΡΑΚΛΕΙΟ ΚΡΗΤΗΣ, 229

Assessment method

Written examinations at the end of the semester Marking of submitted laboratory exercises