What is an invariant set in this context?

An invariant set is a subset of a dynamical system's phase space that is preserved by its flow, meaning any point starting in the set remains within it for all time steps.

Does this skill work with Julia programming?

Yes, it is designed to work with AlgebraicDynamics.jl, enabling the implementation of oapply for resource-sharing machines and compositional systems.

How does this skill use GF(3) triadic logic?

The skill participates in triadic composition where it is assigned a Trit of -1 (MINUS), representing sinks or absorbers, ensuring conservation across skill triplets in the system.

What is the Non-Backtracking Geodesic Qualification?

It is a condition that ensures skill invocation chains follow prime paths without revisiting states, using a Möbius filter to cancel out composite or backtracking paths.

Invariant Set Analysis

Name: Invariant Set Analysis
Author: plurigrid

byplurigrid

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データサイエンスとML

Analyzes and identifies sets within dynamical systems that are preserved by the flow of differential equations and manifolds.

概要

This skill provides a formal mathematical framework for analyzing invariant sets in dynamical systems, focusing on phase space regions that remain unchanged under a system's flow. It is particularly designed for identifying sinks and absorbers (Trit -1) and integrates deeply with AlgebraicDynamics.jl to facilitate compositional modeling of resource-sharing machines. By utilizing triadic composition (GF(3)) and Möbius filters, it ensures high-integrity modeling of complex system behaviors, making it essential for researchers and engineers working on stability, bifurcations, and long-term qualitative dynamics.

主な機能

Integration with AlgebraicDynamics.jl for compositional modeling
2 GitHub stars
Identification of sinks and absorbers in phase space
Local and global qualitative behavior analysis of differential equations
GF(3) triadic conservation for system state management
Parameter-dependent bifurcation and stability assessment

ユースケース

Designing compositional dynamical systems using Category Theory principles
Modeling biological or chemical systems with stable end-states or absorbers
Analyzing long-term stability and limit sets in physical manifolds

概要

主な機能

Integration with AlgebraicDynamics.jl for compositional modeling
2 GitHub stars
Identification of sinks and absorbers in phase space
Local and global qualitative behavior analysis of differential equations
GF(3) triadic conservation for system state management
Parameter-dependent bifurcation and stability assessment

ユースケース

Designing compositional dynamical systems using Category Theory principles
Modeling biological or chemical systems with stable end-states or absorbers
Analyzing long-term stability and limit sets in physical manifolds