basic concept
EA (evolutionary algorithm) evolutionary algorithm
MOEA (multi-objective evolutionary algorithm)
MOGA (multi-objective genetic algorithm)
EMOO (evolutionary multi-objective optimization)
MOEA includes: NSGA-||, NPGA, SPEA2, etc.
decision vector space
target vector space
dominance
The fitness of the objective function
Selection operator: fitness value calculation selection, Boltzmann selection, sorting selection, league selection
single target selection
Selection method: roulette wheel betting selection method, random traversal sampling method, truncation selection method, tournament selection method.
Algorithm implementation:
First, an initialization population P is parameterized, and a sub-generation population Q is generated through binary tournament selection, crossover and mutation.
Pareto optimal frontier: