Genetic Algorithm

Optimize

Price: $0.10/callLatency: <10msComplexity: O(g * n * d)

Evolutionary optimization that evolves a population of solutions. Tournament selection, crossover, and mutation to find optimal parameter configurations.

API Key (optional -- free tier works without one)

POST /api/v1/optimize/evolve

Response

Click "Run Algorithm" to see results

Input Schema

geneLength: number

populationSize: number (max 500)

maxGenerations: number (max 500)

bounds: {min, max, type}

fitnessWeights: number[]

Output Fields

bestChromosomeparetoFrontierconvergenceGenerationfitnessHistory

Other Algorithms

Multi-Armed Bandit Contextual Bandit (LinUCB)CMA-ES Monte Carlo Simulation Scenario Planning Constraint Optimizer (LP/MIP)Schedule Optimizer Decision Graph Portfolio Risk (VaR/CVaR)Bayesian Inference Ensemble Model Time Series Forecast Anomaly Detection Convergence Scoring Calibration Scoring A* Pathfinding