Courses/CS 461
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[edit] Complex Systems Resources
- Abbott, Short complex systems course
- "Introduction" (ppt) (upload page)
- Abbott, Complex Systems
- Abbott, earlier course website
- Abbott, CS 461 soccer.jar MouseWork.jar soccer-src.zip
- Abbott, Simple_Genetic_Algorithm_Package
- Abbott, Emergence
- Abbott, "Emergence Explained"
- Abbott, Conferences on Complex Systems and related subjects
- Abbott, Museum of unintended consequences
- Abbott, Symposium on Complex Systems Engineering: Participants
- Abbott, Traveling Salesman Problem (TSP)
- Bar-Yam, Dynamics of Complex Systems
- Bologna, University of, Lectures from the 2005 Summer School on Aspects of Complexity
- Bonabeau, "Agent-based modeling"
- Carley, Catherine, "BioWar: Scalable Agent-Based Model of Bioattacks". Distinguishes benefits of agent-based modeling.
- Cederman, Computational Models of Social Systems
- Davis, Boat and Torpedoes Torpedo avoidance "Waterworld"
- Densmore Owen Densmore's home page
- Gibbons, Introduction to Game Theory
- Goldberg, The Design of Innovation: Lessons from and for Competent Genetic Algorithms
- Freitas and Merkle, Kinematic Self-Replicating Machines
- Fromm, DCS Wiki
- Gilbert, Agent-based social simulation: dealing with complexity
- Grimm, Volker et. al., Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology.
- Hallinan, Jennifer, Course: Introction to Complex Systems Univ. Queensland, Australia
- Harvard's Institute for Quantitative Social Science and Program on Networked Governance offer Complexity and Social Networks Blog
- IEEE Transactions on Evolutionary Computation. Apparently all articles are available online.
- Jacob, Complex Biological Systems
- Duong, Self-organized criticality
- Journal of Artificial Societies and Social Simulation
- Kan, Lecture Notes for Modeling and Simulation of Complex Systems
- Kim, Jaegwon, Explanation, Prediction, and Reduction in Emergentism.
- Liebovitch and Scheurle Two Lessons from Fractals and Chaos
- Lindgren, Information Theory for Complex Systems
- Macal and North, Tutorial on Agent-based modeling and simulation
- Macy, Michael W. and Robert Willer From Factors to Actors: Computational Sociology and Agent-Based Modeling
- Maslov, Sandpile Model
- Page, Introduction to Complexity
- R. Poli, W. B. Langdon, and N. F. McPhee. A field guide to genetic programming. Published via http://lulu.com and freely available at http://www.gp-field-guide.org.uk, 2008.
- Rauch, Seeing Around Corners
- Rennard, Introduction to Artificial Life and Java Illustration
- Reynolds, Craig W. Reynolds's website
- Schelling, Nobel prize lecture
- Schollmeyer, Josh Games get serious
- Shalizi, e.g., Power laws
- Strogatz, Exploring Complex Networks
- Tesfatsion, Agent-Based Computational Economics: Growing Economies from the Bottom Up
This site contains a large collection of useful material.- Agent-based modeling of evolutionary economic systems
- Introductory Materials Agent-Based Computational Economics (ACE)
- On-Line Guide for Newcomers to Agent-Based Modeling in the Social Sciences
- Repast Self-Study Guide
- Syllabus for Economics 308: Agent-Based Computational Economics
- Computational Laboratories and Demonstration Software
- Timmis, et. al., “Going Back to our Roots”: Second Generation Biocomputing
- Troitzsch, Validating Simulation Models
- Wolfers, Justin and Eric Zitzewitz Prediction Markets
- Yao, A Gentle Introduction to Evolutionary Computation
- Zick and Bramson, Complexity Blog
- Zick and Bramson, Computer Modeling Tutorial (slides)
