geo-infer-ant
CommunitySwarm intelligence for geospatial problems.
Software Engineering#optimization#simulation#swarm intelligence#geospatial#stigmergy#active inference
AuthorActiveInferenceInstitute
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables the simulation and analysis of complex adaptive systems and swarm intelligence for geospatial problems, allowing for sophisticated optimization and coordination.
Core Features & Use Cases
- Swarm Simulation: Model collective behaviors of agents using bio-inspired algorithms like Ant Colony Optimization (ACO) and Particle Swarm Optimization (PSO).
- Stigmergic Coordination: Implement indirect communication between agents via pheromone trails or digital signals for decentralized decision-making.
- Use Case: Optimize delivery routes for a fleet of drones in a city by simulating ant colony behavior, where agents deposit pheromones to mark efficient paths, leading to emergent optimal routes.
Quick Start
Use the geo-infer-ant skill to simulate a swarm of 50 agents optimizing routes using ACO.
Dependency Matrix
Required Modules
numpyscipygeopandash3scikit-learnpyyamlasyncio-mqtt
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: geo-infer-ant Download link: https://github.com/ActiveInferenceInstitute/GEO-INFER/archive/main.zip#geo-infer-ant Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.