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(Improved genetic algorithm uses natural number encoded on individual choice combined with the use of commonly used best individual retention policies and roulette method, based on the classic 0-1 knapsack problem mathematical model based on the structure improved genetic algorithm and the fitness evaluation to reduce the coding complexity of the coded binary or floating point, while streamlining the calculation of the fitness evaluation.)