Module evolutionary_multi_objective

Module evolutionary_multi_objective 

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Evolutionary Multi-Objective Optimization Algorithms

This module implements advanced evolutionary algorithms for multi-objective optimization problems, particularly suited for multi-output learning scenarios where multiple conflicting objectives need to be optimized simultaneously.

Structsยง

GenerationStats
Statistics for a generation of evolution
Individual
Individual in the evolutionary algorithm population
NSGAII
NSGA-II (Non-dominated Sorting Genetic Algorithm II) implementation
OptimizationResult
Results from evolutionary multi-objective optimization