Abstract
In this work we focus on non-linearity and resiliency related criteria and explore a multi-objective evolutionary approach aiming to find balanced Boolean functions satisfying these criteria.We have shown that the multi-objective approach is better to apply than single objective optimization approaches. We have applied NSGA-II to find desired Boolean functions.
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