Real-Time Genetic API Optimizer

Welcome to the Real-Time Genetic API Optimizer! Use the controls on the right to adjust the parameters for the genetic algorithm. Click "Run Optimization" to start the optimization process and watch the results update in real-time in the 3D visualization below.
Initializing visualization...
Status: Idle
The visualization represents the current optimization state. Each sphere represents a solution, and its size corresponds to its fitness value. Adjust the parameters to influence the optimization process.