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This paper introduces a new co-evolutionary strategy for genetic algorithm based on bi-distinctive populations. One of the two populations adopts permutation encoding; the other one adopts edge encoding. Each of two populations evolutes separately, and exchange critical information after evolution. Population with permutation encoding could avoid premature convergence by stochastically selecting reference...
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