On Misleading Solutions in Evolutionary Bilevel Optimization
Jesús-Adolfo Mejía-de-Dios on October 26, 2021Misleading solutions or pseudo-feasible solutions in Bilevel Optimization are infeasible solutions that has the same objective function values (considering both level) that the optimum one. Those misleading solutions affect the performance of bilevel evolutionary methods and the reporting of unfair results.
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The following material was presented in the 3rd Workshop on New Trends in Computational Intelligence and Applications (CIAPP 2021).