Low-Level User Guide#

Tutorials:

• Bingo Tutorial 1: One Max Problem
• Bingo Tutorial 2: Zero Min Problem
• Bingo Tutorial 3: Archipelagos and Logging
• Bingo Tutorial 4: Symbolic Regression

Other:

• Physics-Informed Fitness
  • Goal: Show how fitness functions can be customized to enforce problem-specific constraints.
    • Pre-Requisites
    • Problem Description
    • Creating Training Data
    • Symbolic Regression Setup
      • AGraph Component Generator
      • AGraph Generator
      • AGraph Variation
      • Evaluation
        • Defining the Custom Fitness Function
        • Using the Custom Fitness Function in Evaluation
      • Evolutionary Algorithm
      • Pareto Front
      • Evolutionary Optimizer
    • Running Symbolic Regression
    • Results