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Facilities planning and design, Single Row Facility Layout, Genetic algorithm, NP-Hard problem, competitive, population generation method, Random initialization (RND), Flow based permutation (FBP), Worst pair together (WPT), mating pool, Roulette, Partially-matched crossover (PMX), Cycle crossover (CX), Swap Mutation,