Optimization Algorithms

Optimization algorithms overview

Optimizer benchmarks

MetaPrompt Optimizer

HRPO (Hierarchical Reflective Prompt Optimizer)

Few-Shot Bayesian Optimizer

Evolutionary Optimizer: Genetic Algorithms

GEPA Optimizer

Parameter Optimizer: Bayesian Parameter Tuning

Tool Optimization (MCP & Function Calling)