Emergent System Dynamics
From HPSIGWiki
See also Simulation Methods for more general references
Contents |
Complex Adaptive Systems and Health
- Complex Systems Approaches to Population Health Conference University of Michigan May 30-31, 2007
- Videocast Day 1 http://videocast.nih.gov/Summary.asp?file=13867
- Videocast Day 2 http://videocast.nih.gov/Summary.asp?file=13869
- More on Ary Goldberger's Multiscale Entropy Analysis http://www.physionet.org/physiotools/mse/tutorial/
Yaneer Bar-Yam NECSI http://www.necsi.org/cxworld/healthcare.html
The Challenge of Complexity in HealthCare Paul E Plsek, Trish Greenhalgh BMJ 2001, 323 625-8
Agent Based Modeling
European AgentLink III website
ISDC2005 Boston Workshop Agent Based Modeling Why Bother?
Review Science 11 Nov 2005 v310 p987 Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology Grimm et al.
Agent Based Modeling and Simulation Tutorial Wintersim 2005
Agent Based Computational EconomicsLeigh Tesfatsion Department of Economics Iowa State University
Modelling the Forest or modelling the trees: A comparison of SD and Agent-based simulation Nadine Schiertz and Peter Milling ISDC2003 New York(Paper140) http://iswww.bwl.uni-mannheim.de/Forschung/pr/sd03/p-na.pdf
Exploring the Agent Vocabulary: Emergence and evolution in System Dynamics Nadine Schieritz ISDC2004 Oxford
Agent and Spatial Modeling ISDC2005 Boston and http://www.xjtek.com/download/papers
AnyLogic Website Examples
AnyLogic Simulation Australian Website
SimNexus Website (AnyLogic US)
Anylogic Health Examples including Dynamics of Contagion Model Australian Website
From System Dynamics and Discrete Event to Practical Agent Based Modeling: Reasons, Techniques, Tools Andrei Borshchev & Alexei Filippov ISDC Oxford2004 http://www.xjtek.com/download/papers
Comprehensibility as a Discrimination Criterion for Agent-Based Modelling and System Dynamics: An Empirical Approach Tobias Lorenz, Andrea Bassi ISDC2005 Boston http://www.systemdynamics.org/conf2005/proceed/index.htm
Agent-based Simulation and Modelling for Hospital Management Rainer Sibbel and Christoph Urban HICSS2004
The Nature of the Social Agent Kathleen Carley and Allen Newell J of Mathematical Sociology 1994,19;p28-46
In-Silico Experiments of Existing and Hypothetical Cytokine-Directed Clinical Trials using Agent Based Modeling Gary An, MD Critical Care Medicine 2004; 32(10):2050-2060.
Bob Mark's Simulation in the Social Sciences AGSM Course Mostly AB with some SD
Multiscale and Hybrid Modeling
Proceedings of the IEEE Special Issue on The Physiome and Beyond
In particular, Strategies and Tactics in Multiscale Modeling of Cell-to-Organ Systems Bassingthwaighte, J.B.; Chizeck, H.J.; Atlas, L.E.
See also Systems Biology
- A Hybrid Epidemic Model: Combining the Advantages of Agent-based and Equation-based Approaches
Georgiy V. Bobashev, D. Michael Goedecke, and Feng Yu (RTI International) and Joshua M. Epstein (Brookings Institution) WinterSim2007 http://www.informs-sim.org/wsc07papers/186.pdf
Other Emergent Health specific areas
Medical Thinking:What do we know? http://www.openclinical.org/medicalThinking2006.html
