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