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- W2753753457 abstract "Genetic algorithms (GAs) have been applied by many researchers to get an optimized solution for hard problems such as Traveling Salesman Problem (TSP). The selection method in GA plays a significantrole in the runtime to get the optimized solution as well as in the quality of the solution. Stochastic Universal Selection (SUS) is one of the selection methods in GA which is considered fast but it leads to lower quality solution.Although using Rank Method Selection (RMS) may lead to high quality solution, it has long runtime.In this work, an enhanced selection method is presented which maintains both fast runtime and high solution quality.First, we present a framework to solve TSP using GA with the original selectionmethod SUS. Then, the SUS is replaced by the proposed enhanced selection method.The experimental results show that a better quality solution was obtained by using the proposed enhanced selection method compared to the original SUS." @default.
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- W2753753457 date "2017-04-25" @default.
- W2753753457 modified "2023-09-22" @default.
- W2753753457 title "Enhanced selection method for genetic algorithm to solve traveling salesman problem" @default.
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