NSGA-III Optimizer

Introduction

NSGA-III (Non-dominated Sorting Genetic Algorithm III) is an advanced multi-objective evolutionary algorithm designed for many-objective optimization problems (>3 objectives). It uses reference points to maintain diversity.

Usage Example

When to Use NSGA-III

Best for: - Many-objective optimization (>3 objectives) - Reference point-based optimization - Maintaining diversity in high-objective spaces - Complex Pareto fronts

Parameters: - population_size: Size of the population - reference_points: Custom reference points for diversity