With a genetic algorithm to solve the shortest path problem of the genetic algorithm parameter settings are as follows: population size: M = 50 largest algebra: G = 1000 cross-rate: = 1 cp, the crossover probability is 1 to ensure the full evolution of populations. Mutation rate: = 0.1 mp, in general, mutations are less likely to

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