Swarm Intelligence Kit

Emergent intelligence from many simple agents following local rules.

Configuration

Swarm Progress

Initialize12 AGENTS
ExploreSEARCHING
ConvergeFOUND
RefineTBD

Swarm Visualization

Iteration 0 | 0/0 converged

Agents

0

Iterations

0

Best Score

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Integration Code

import { createSwarmIntelligence } from 'agent-tools-kit/collective'

const swarm = createSwarmIntelligence({
  algorithm: 'particle-swarm',
  agents: 50,
  inertia: 0.7,
  cognitiveWeight: 1.4,
  socialWeight: 1.4,
})

const solution = await swarm.optimize({
  fitness: (position) => evaluateSolution(position),
  dimensions: 2,
  bounds: { min: 0, max: 100 },
  maxIterations: 100,
  onIteration: (iter, best) => console.log('Iter', iter, best),
  onConvergence: (solution) => console.log('Found:', solution),
})