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Cited by 50 publications
(29 citation statements)
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“…There are some significant differences between the literature and the proposed approach in this paper. For example, the strategy of the adaptive changing length of the chromosome and the fitness function of the proposed approach are different from those in the literature [15]; and the whole work procedure and the disorder strategy are different from that in the literature [18]. Here only the improvements of the proposed approach are introduced in detail as follows.…”
Section: The Improved Memetic Algorithmmentioning
confidence: 99%
See 3 more Smart Citations
“…There are some significant differences between the literature and the proposed approach in this paper. For example, the strategy of the adaptive changing length of the chromosome and the fitness function of the proposed approach are different from those in the literature [15]; and the whole work procedure and the disorder strategy are different from that in the literature [18]. Here only the improvements of the proposed approach are introduced in detail as follows.…”
Section: The Improved Memetic Algorithmmentioning
confidence: 99%
“…To deal with this problem, an improved GA is used in the global search of the proposed memetic algorithm. In this paper, the selection strategy is based on both the roulette wheel selection and the elite selection methods (see [18] and [19] for details), and the mutation operation is based on the bacterial mutation operator, to avoid the local optimum problem (see [15] and [20] for details). Here only an improved crossover operator is introduced.…”
Section: The Global Searchmentioning
confidence: 99%
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“…The resulting clone with the best evaluation transfers the undergone mutation segment to the other clones. These three operations (mutation clones, selection of the best clone, and transfer of the segment subjected to mutation) are repeated until each segment of the bacterium has been subjected to mutation [24], for a graphic visualization of the bacterial mutation process [25] see the Figure 1 is a parameter that specifies the maximum change in length. When replacing a segment of a bacterium, beware that the new segment is unique within the selected bacteria.…”
Section: Bacterial Mutation Operatormentioning
confidence: 99%