2011 Complexity and Modeling Program Readings

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Readings and Materials

General Agent-Based Modeling

Aligning Simulation Models - Axtell et al.

Agent-Based Generative Social Science - Epstein‎

Modeling Civil Violence - Epstein‎

Complexity of Langton's Ant - Gajardo, Moreira, and Goles

Rock, Paper, Scissors

Rock Paper Scissors in Bacteria & Biodiversity - Kerr et al.‎

RPS on a Small World Network - Szabo, Szolnoki, Izsak

Emergent Behavior of Rock Paper Scissors - Kircher

Flocking

Statistical Physics is for the Birds - Feder ‎

Autonomous Boids - Hartman & Benes‎

Flocks, Herds, and Schools - Reynolds‎

Chaos Theory

Deterministic Nonperiodic Flow - Lorenz‎

Networks

Food Webs - Dunne

Ants

The Ant System: Optimization by a Colony of Cooperating Agents - Dorigo, Maniezzo, Colorni

Curriculum & Tools

Netlogo Mystery Pattern‎

Walk & Turn (doc)‎

Swords & Shields (doc)

Suggested Readings

Why Model? - Joshua M Epstein, ]‎

Jim Crutchfield, The Dreams of Theory

Melanie Mitchell, Complexity: A Guided Tour

Thomas D. Seeley, Honey Bee Democracy

Suggested Videos

Video Catalog of SFI Lectures

Hunting the Hidden Dimension, NOVA documentary on fractal geometry

The Secret Life of Chaos, BBC documentary on chaos theory

Emergence, Abridged NOVA ScienceNOW documentary on emergent phenomena

Progect GUTS Intro to Complex Adaptive Systems