A Multiobjective Genetic Algorithm for the Localization of Optimal and Nearly Optimal Solutions Which Are Potentially Useful: nevMOGA

Figure 9

A representative solution of each one of the three algorithms is compared with the target set in the parameter space (right) and in the objective space (left). This representative solution has been chosen as the one whose values of are closest to the average values of that metric in the objective space and in the parameter space.

(a) nevMOGA outcome set compared with the target set

(b) Random search outcome set compared with the target set

(c) Exhaustive search outcome set compared with the target set