Objectives
- The objective of the course is on the one hand to familiarise students with the subject
and several basic concepts of biological systems, while on the other hand to present and
demonstrate the various modelling techniques and to study in vivo indicative experimental
models. The course surveys the concepts and problems of systems theory as applied to biological
problems with emphasis on modern and/or specialised subjects, such as self-organisation,
autonomy, autopoiesis and behavioural emergence. The course also briefly presents some
fundamental approaches and problems of behavioural and evolutionary biology that constitute
systematic modelling targets, such as sociobiology and the species problem.
- At a practical level, a number of examples are given on modelling, experimentation and
study with mathematical, computational and graphical methods, as well as a comparison and
evaluation of the various methodologies.
Instructor
Elpida Tzafestas
Associate Professor
Cognitive Science Laboratory
Department of History and Philosophy of Science (M.I.Th.E.)
National and Kapodistrian University of Athens
University Campus, Ano Ilisia 15771 Athens
GREECE
Tel. (+30) 210-727 5522,
(+30) 210-727 5506
Fax. (+30) 210-727 5530
etzafestas@phs.uoa.gr
http://users.softlab.ntua.gr/~brensham
Syllabus
- Introduction
History, Topics, Terminology
- Evolution
Concepts, Darwin/Lamarck/Baldwin, Speciation, Symbiogenesis
- Systems and modelling
Formalism, Conceptual design, Feedback
- Sociobiology
History, Insects/Vertebrates/Primates, Social mechanisms
- EvoDevo
Heredity, Epigenesis, Oyama, Concept of the gene
- Origin of life
Emergence of DNA/RNA, Membrane and metabolism, Systemic theories
- Modelling techniques
Discrete dynamical systems, Graphs, Agent-based modelling, Games
Course material
- Lecture slides
- Readings (papers and chapters)
- Exercises with solutions
- Excerpts from "Darwinism" (by C. Krimbas) and "Growth of biological thought" (by E. Mayr)
Practical assignments (indicative)
- Ecological modelling
- Evolutionary games
- Epidemics
Page last updated 09 March 2012
Send me mail (etzafestas@phs.uoa.gr)