Evolutionary Computation Using Integer-Type Gene-Coding Method Based on Quantum Bit Representation

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The conventional binary-type gene-coding method based on the quantum bit representation, which is used in quantum-inspired evolutionary algorithm, can deal with only a gene of the binary type. This research proposed a novel gene-coding method that can represent an integer-type gene. In the simulation experiments usingcomputers, this research showed that the proposed integer-type gene-coding method canbe applied to integer knapsack problem which is a typical combinatorial optimization problem. This research also showed the features of the proposed integer-type gene-coding method.