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- Differential evolution in shortest path problemsPublication . Guerreiro, Pedro; Jesus, Mário; Marquez, AlbertoThis paper proves that the Differential Evolution (DE) algorithm is valid to solve the Shortest Path (SP) problem in random, median sized networks. From the trials, we have obtained an 9% accuracy, in the worst case scenario.