literature, such as (i) whether excluding group identity from use in training the algorithm is optimal and (ii) whether there are … less discriminatory alternatives to a given algorithm. In addition, we construct an estimator for the distance between a … given algorithm and the fairest point on the frontier, and characterize its asymptotic distribution. Using Monte Carlo …

The Dwarf Mongoose Optimization (DMO) algorithm, inspired by the behaviors and foraging patterns of dwarf mongooses, is … searches. The DMO algorithm effectively addresses various optimization challenges across multiple domains by balancing global … inspiration and conceptual framework of the DMO. It then explores various modifications, hybridizations, and algorithm …