Random Boolean Networks

TL;DR

This review provides a comprehensive overview of the properties and behaviors of random Boolean networks, focusing on critical networks, attractors, and phase diagrams through analytical and illustrative methods.

Contribution

It offers a self-contained explanation of key concepts and derives important results about phase diagrams and attractor properties in random Boolean networks.

Findings

Analysis of phase diagrams for critical networks

Derivation of attractor properties and relevant nodes

Illustration of concepts through small example networks

Abstract

This review explains in a self-contained way the properties of random Boolean networks and their attractors, with a special focus on critical networks. Using small example networks, analytical calculations, phenomenological arguments, and problems to solve, the basic concepts are introduced and important results concerning phase diagrams, numbers of relevant nodes and attractor properties are derived.