BenchmarkFcns

BenchmarkFcns is a high-performance library providing a comprehensive suite of mathematical benchmark functions for optimization algorithms.

Features

• High Performance: Optimized C++ core using Eigen and OpenMP.

• AI Ready: Standardized Gymnasium (OpenAI Gym) environments.

• Optimizer Agnostic: Seamless integration with SciPy, Nevergrad, and more.

• Comprehensive: 310+ functions including Classic, CEC suites, and Multi-Objective.

Contents:

• Usage Guide
  • Installation
  • Quick Start
  • Parallel Execution
• API Reference
  • Test Function
  • Core Functions
  • Multi-Objective
  • Multi-Fidelity
  • Composition Engine
  • Plotting Utilities
• Integration Examples
  • SciPy
  • Nevergrad
  • Optuna
  • Pymoo
  • CMA-ES
• Project Roadmap
  • Project Roadmap

Indices and tables

• Index

• Module Index

• Search Page