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awesome-complexity

by sellisd

awesome listpushed about 2 years ago

An awesome list of complex systems science resources

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Complex Systems Resources

A curated list of resources and concepts related to complex systems science and their applications in various fields.

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What's in the list

71 links in 14 sections, with live GitHub stats.activeno commit in 2y

Concepts

  • Attractor

    A trajectory in the state space of a system in which it tends to evolve towards

  • Autopoiesis

    The ability of a system to create and maintain itself

  • Chaos

    Theory of chaotic systems

  • Complexity

    The subject of complex systems science

  • Developmental Systems Theory

    Theoretical perspective on biological development, heredity, and evolution

  • Dissipative System

    A thermodynamically open system far from thermodynamic equilibrium

  • Distributed Control

    A control system without a central supervisor

  • Edge of Chaos

    The transition zone between order and disorder

  • Emergence

    The whole is greater than the sum of the parts

  • Fractal

    Self-similar structure

  • Hysteresis

    Dependence of the state of a system on its history

  • Holon

    System that is both a whole and a part

  • Network/Graph

    Network with non-trivial topological features

  • Phase Transition

    Transition between states of matter

  • Robustness

    Ability to tolerate perturbations

  • Self-Organization

    The process where form arises from local interactions between parts of an initially disordered system

  • Simulation

    Imitation of the operation of a real-world process or system

Scientific Journals

  • Complexity

    Cross-disciplinary journal about complex adaptive systems (open access)

Blogs/Journals

Societies/Communities

Organizations

Models

  • Boids

    Emergent flocking behavior

Models / Boids

Models

Models / Game of Life

  • ConwayLife

    Community for game-of-life and similar simulations

  • golly

    State-of-the-art simulator

  • Lenia

    Continuous generalization of the game of life

Models

Software / Freely to use or open source

  • NetLogo

    Multi-agent modeling environment based on the LOGO language. It comes with a very large library of toy models

  • Simulus

    ABM library in Python

  • Swarm

    A platform for agent-based models written in Objective-C, models are coded in Java or Objective-C

  • Repast

    Agent-based modeling and simulation platforms, models coded in C++ and Java

  • MASON

    Multiagent simulation library core in Java

  • HASH

    Graph and agent simulation platform

  • Hybrid Automata Library

    Java library for hybrid modeling combining agent-based and partial-differential equation components

Software / Proprietary

Other Resources

Books

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