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This paper presents an investigation to the genetic algorithms (GAs) that have been successfully applied to solve many combinatorial problems. To the general problem of premature convergence to local rather than global optima due to lack of explorative capabilities of the algorithm in the GA research field, this paper proposes a novel approach improving the explorative capabilities and the exploitation...
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