CMA-ES

Optimize
Price: $0.10/callLatency: <5msComplexity: O(d^2 * n)

Quick scenarios

Covariance Matrix Adaptation for continuous optimization. State-of-the-art derivative-free optimizer for finding global optima.

Click "Run Algorithm" to see results
cURL
curl -X POST https://oraclaw-api.onrender.com/api/v1/optimize/cmaes \
  -H "Content-Type: application/json" \
  -d '{"dimension":3,"initialMean":[1,1,1],"initialSigma":0.5,"maxIterations":500,"objectiveWeights":[2,3,1.5]}'

Input Schema

dimension: number
initialMean: number[]
initialSigma: number
maxIterations: number (max 5000)
objectiveWeights: number[]

Output Fields

bestSolutionbestFitnessiterationsevaluationsconverged