SUMMARY.md

Summary

Introduction

Getting Started

• Installation
• Core Concepts
• Quick Start
• Your First Optimization

Tutorials

• Continuous Optimization
• Multimodal Optimization
• Advanced Algorithms
  • CMA-ES
  • Island Model
• Genetic Programming
• Interactive Evolution
• Hyperparameter Learning

How-To Guides

• Choosing an Algorithm
• Custom Fitness Functions
• Custom Genome Types
• Custom Operators
• Checkpointing & Recovery
• Parallel Evolution
• Multi-Objective Optimization
• WASM & Browser Usage

Reference

• Algorithms
  • SimpleGA
  • CMA-ES
  • NSGA-II
  • Island Model
  • EDA/UMDA
• Genome Types
  • RealVector
  • BitString
  • Permutation
  • TreeGenome
• Operators
  • Selection
  • Crossover
  • Mutation
• Fitness Functions
• Termination Criteria

Architecture

• Design Philosophy
• Fugue Integration
• Type System

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