Resources for computer modelling
- Fuzzy Logic for Social Simulation using NetLogo
Izquierdo, L.R., Olaru, D., Izquierdo S.S., Purchase, S. & Soutar, G.N. (2015). Journal of Artificial Societies and Social Simulation 18(4)1.
[
Download] | [Extension, source code, user guide, cheat sheet, and a sample model with a tutorial] | [Blog post]
- 7-page introduction to classical, learning, and evolutionary game theory.
[Download] |
[Download at publisher]
Izquierdo, L.R., Izquierdo, S.S. & Vega-Redondo, F. (2012). In N. M. Seel (Ed.) Encyclopedia of the Sciences of Learning, Part 12, pp. 1782-1788. ISBN: 978-1-4419-1427-9. New York: Springer.
- NetLogo 6.0 Quick Guide. [Download]
Izquierdo, L.R. (2017). Previous versions: [5.0] | [4.0] | [3.1.4]
- Combining Mathematical and Simulation Approaches to Understand the Dynamics of Computer Models.
[Download unformatted version] |
[Download at publisher]
Izquierdo, L.R., Izquierdo, S.S., Galán, J.M. & Santos, J.I. (2013). In Simulating Social Complexity: A Handbook. Series: Understanding Complex Systems. Springer-Verlag, pp. 235-271.
- Checking Simulations: Detecting and Avoiding Errors and Artefacts.
[Download]
Galán, J.M., Izquierdo, L.R., Izquierdo, S.S., Santos, J.I., del Olmo, R. & López-Paredes (2013). In Simulating Social Complexity: A Handbook. Series: Understanding Complex Systems. Springer-Verlag, pp. 95-116.
- Mathematica as a teaching tool to illustrate the micro-macro link in the context of evolutionary game theory. [Download poster]
Izquierdo, L.R., Izquierdo, S.S., Santos, J.I. & Galán J.M. (2011).
- Book Review of "Complexity: A Guided Tour. Melanie Mitchell (2009)". [Download] | [Unformatted version]
Izquierdo, L.R. (2010). Artificial Life, Vol. 16, No. 3, pp. 259-264.
- Errors and artefacts in agent-based modelling. [Download]
Galán J.M., Izquierdo, L.R., Izquierdo, S.S., Santos, J.I., Olmo, R., López-Paredes, A. & Edmonds, B. (2009). Journal of Artificial Societies and Social Simulation 12(1)1.
- Techniques to Understand Computer Simulations: Markov Chain Analysis.
[Download]
Izquierdo, L.R., Izquierdo, S.S., Galán J.M. & Santos, J.I. (2009). Journal of Artificial Societies and Social Simulation 12(1)6.
[
[Document + models (.zip)]]
- 4-page introduction to reinforcement learning.
[Download] |
[Download at publisher]
Izquierdo, L.R. & Izquierdo, S.S. (2012). In N. M. Seel (Ed.) Encyclopedia of the Sciences of Learning, Part 18, pp. 2796-2799. ISBN: 978-1-4419-1427-9. New York: Springer.
- Mathematica notebooks to create every figure in the book chapter "Dynamics of the Bush-Mosteller learning algorithm in 2x2 games"
Izquierdo, L.R. and Izquierdo, S.S. (2008).
[
Figures and Source code] | [
Book chapter] | [
Book]
- Introduction to the Formal Analysis of Social Networks Using Mathematica. (Version 2)
Izquierdo, L.R. and Hanneman, R.A. (2006).
[
Document (.pdf)] | [Mathematica notebook (.nb)] | [Mathematica Player]
- Modelado de sistemas complejos mediante simulación basada en agentes y mediante dinámica de sistemas. [Download]
Izquierdo, L.R., Galán J.M., Santos, J.I. and Olmo, R. (2008).
(Document written in Spanish). 
[es]
- Introducción a la Programación Orientada a Objetos. [Download]
Izquierdo, L.R. (2007).
(Document written in Spanish). [es]
- ¿Qué es la teoría de juegos? [Download]
Izquierdo, L.R. (2017).
(2-page document written in Spanish). [es]