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In this paper, a novel binary fruit fly optimization algorithm (bFOA) is proposed to solve the multidimen-sional knapsack problem (MKP). In the bFOA, binary string is used to represent the solution of the MKP, and three main search processes are designed to perform evolutionary search, including smell-based search process, local vision-based search process(More)