API Reference

This section provides comprehensive documentation for MetaGen’s core components and APIs.

Core Components

API Documentation

• Domain
  • Definitions
  • Domain class
  • Core
• Solution
  • Solution class
  • Types
• Metaheuristics
  • Base Metaheuristic
  • Basic genetic algorithm
  • Steady-state genetic algorithm
  • Random search
  • Simulated annealing
  • Tree-structured Parzen Estimator (TPE)
  • Tabu Search
  • CVOA - Coronavirus Optimization Algorithm
  • MM - Memetic Algorithm
• Connector
  • BaseConnector

Component Overview

• Domain: Define problem search spaces and variable constraints

• Solution: Represent and manipulate potential solutions

• Metaheuristics: Optimization algorithms and strategies

• Connector: Bridge between domain definitions and solution representations

Usage Guidelines

• Refer to each component’s documentation for detailed usage instructions

• Use type hints and docstrings for context-aware development

• Explore example implementations in the MetaGen in action section

Extensibility

MetaGen is designed to be easily extensible. Developers can:

• Create custom domain types

• Implement new solution manipulation strategies

• Develop novel metaheuristic algorithms

For advanced usage and customization, consult the Advanced Topics section.