Preference-inspired coevolutionary algorithm with sparse autoencoder for many-objective optimization

Many-objective ant lion optimizer (MaOALO): A new many-objective optimizer with its engineering applications

“…The development of many objective algorithms with specific focus on preference incorporation and adaptation methods is also hot area among researchers. In this line, Wang et al [ 17 ] proposed a preference-inspired coevolutionary algorithm, PICEA-g/SAE. Márquez-Vega et al [ 18 ] introduced AdaK which is a reference set adaptation method for MOEAs on MOPs with irregular Pareto fronts.…”