Swarm Management (CLI)

JuliaOS supports advanced swarm intelligence for optimization and distributed problem-solving. The CLI provides an interactive menu for creating, configuring, and running swarms.

Creating a Swarm via CLI

Start the interactive CLI:

node scripts/interactive.cjs

Navigate the menu:

• Select "🧬 Swarm Intelligence" -> "Create Swarm"

• Enter a name for your swarm (e.g., "OptimizationSwarm")

• Select an algorithm (e.g., "DE" for Differential Evolution)

• Enter swarm configuration as JSON (can use {} for defaults)

Running Optimization

• After creating a swarm, select it from the menu

• Choose "Run Optimization"

• Define your objective function as prompted

Supported Swarm Algorithms

• Differential Evolution (DE)

• Particle Swarm Optimization (PSO)

• Grey Wolf Optimizer (GWO)

• Ant Colony Optimization (ACO)

• Genetic Algorithm (GA)

• Whale Optimization Algorithm (WOA)

• Hybrid Algorithms (e.g., DEPSO)

Example: Creating and Running a Swarm

node scripts/interactive.cjs
# Follow the prompts to create a swarm and run optimization

Tips

• Swarms can be used for portfolio optimization, parameter tuning, and distributed analysis.

• You can add agents to swarms and monitor their collective performance.

For more details on swarm concepts and advanced usage, see the Agents and Swarms documentation.