Covering Pareto Sets by Multilevel Subdivision Techniques

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Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization (2012, methodology): “Here, we have used the multiobjective continuation method proposed in [13] and [42] together with the step size control discussed in Section IV-B.”
Pareto Tracer: a predictor–corrector method for multi-objective optimization problems (2018, methodology): “There are also set oriented methods such as evolutionary strategies (Deb, 2001) and subdivision techniques (Dellnitz, Schutze, and Hestermeyer, 2005; Jahn, 2006), which instead use populations that gradually approximate to the solution set.”
A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling (2015, background): “One specific observation related to regularity is the Karush-Kuhn-Tucker (KKT) condition, indicating that both PF and PS are ( m − 1)-D piecewise continuous manifolds [45] form-objective optimization problem under certain mild conditions.”
A tutorial on multiobjective optimization: fundamentals and evolutionary methods (2018, methodology): “See Hillermeier (2001) and Schu¨tze et al. (2005) for examples and more detailed descriptions.”