If you do not have access to any of the following papers, do feel free to send me an e-mail requesting it.
Computer (mostly agent-based) modelling
- 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. - 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. - 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). Empiria 16, pp. 85-112.
[es]
Learning and Evolutionary Game Theory
- Reinforcement Learning Dynamics in Social Dilemmas. [Download]
Izquierdo, S.S., Izquierdo, L.R. and Gotts, N.M. (2008). Journal of Artificial Societies and Social Simulation 11(2)1. - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games. [Download]
Izquierdo, L.R. and Izquierdo, S.S. (2008). Chapter 11 in Reinforcement Learning. Theory and Applications, edited by Cornelius Weber, Mark Elshaw and Norbert Michael Mayer. I-Tech Education and Publishing, Vienna, Austria. ISBN 978-3-902613-14-1. - Transient and asymptotic dynamics of reinforcement learning in games. [Download]
Izquierdo, L.R., Izquierdo, S.S., Gotts, N.M. and Polhill, J.G. (2007). Games and Economic Behavior, Volume 61, Issue 2, pp. 259-276. - On the structural robustness of evolutionary models of cooperation. [Download]
Izquierdo, S.S. and Izquierdo, L.R. (2006). Lecture Notes in Computer Science 4224, pp. 172-182. - The implications of case-based reasoning in strategic contexts. [Download]
Izquierdo, L.R. and Gotts, N.M. (2005). Lecture Notes in Economics and Mathematical Systems 564, pp. 163-174. - Appearances can be deceiving: lessons learned reimplementing Axelrod's "evolutionary approach to norms". [Download]
Galan, J.M. and Izquierdo, L.R. (2005). Journal of Artificial Societies and Social Simulation 8(3)2. - Case-based reasoning, social dilemmas, and a new equilibrium concept. [Download]
Izquierdo, L.R., Gotts, N.M. and Polhill, J.G. (2004). Journal of Artificial Societies and Social Simulation 7(3)1.
Agent-Based Modelling for Microeconomics
- Modeling endogenous rule changes in an institutional context: the ADICO sequence. [Download]
Smajgl, A., Izquierdo, L.R. and Huigen, M. (2008). Advances in Complex Systems, Volume 11, Issue 2, pp. 199-215. - The impact of quality uncertainty without asymmetric information on market efficiency. [Download]
Izquierdo, S.S. and Izquierdo, L.R. (2007). Journal of Business Research, Volume 60, Issue 8, pp. 858-867. - Market failure caused by quality uncertainty. [Download]
Izquierdo, S.S., Izquierdo, L.R., Galán, J.M. and Hernández, C. (2005). Lecture Notes in Economics and Mathematical Systems 564, pp. 203-213.
Networks
- Research impact within the international arid literature: An Australian perspective based on network theory. [Download]
McAllister, R.R.J., Izquierdo, L.R., Janssen, M.A. and Stafford Smith, D.M. (2009). Journal of Arid Environments, Volume 73, Issue 9, pp. 862-871. - Introduction to the Formal Analysis of Social Networks Using Mathematica. (Version 2)
Izquierdo, L.R. and Hanneman, R.A. (2006). Published in digital form at http://luis.izquierdo.name. Burgos, Spain.
[Document (.pdf)] | [Mathematica notebook (.nb)] | [Mathematica Player]
Publishing Science
- Publishing science in the digital age. The case of Neurocirugía. [English] | [Spanish]
Izquierdo, S.S., Izquierdo, L.R. and Izquierdo, J.M. (2007). Neurocirugía, Volume 18, Issue 3, pp. 193-200.
The Impact of Floating-point Errors on Agent-based Models
- Is your model susceptible to floating-point errors?. [Download]
Izquierdo, L.R. and Polhill, J.G. (2006). Journal of Artificial Societies and Social Simulation 9(4)4. - What every agent-based modeller should know about floating point arithmetic. [Download]
Polhill, J.G., Izquierdo, L.R. and Gotts, N.M. (2006). Environmental Modelling & Software, 21 (3), March 2006. pp. 283-309. - Lessons learned from converting the Artificial Stock Market to interval arithmetic. [Download]
Polhill, J.G. and Izquierdo, L.R. (2005). Journal of Artificial Societies and Social Simulation 8(2)2. - The ghost in the model (and other effects of floating point arithmetic). [Download]
Polhill, J.G., Izquierdo, L.R. and Gotts, N.M. (2005). Journal of Artificial Societies and Social Simulation 8(1)5.