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- W1927976700 abstract "In this paper, a novel approach is presented for the restoration of canonical signed-digit (CSD) numbers to their correct format after the application of crossover and mutation operations in genetic algorithms. The proposed approach has two main distinct features: First, it employs the same restoration process for both crossover and mutation operations, yielding the process as uniform. Second, it is based on a local, as opposed to global, restoration of the produced offspring numbers, making the corresponding computational implementation efficient. A new technique is also proposed to predict the illegal break-points for the crossover and the illegal bit-locations for the mutation operation, preventing the possibility of generating any out-of-range CSD numbers. An application example is given to illustrate the results." @default.
- W1927976700 created "2016-06-24" @default.
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- W1927976700 date "2002-11-23" @default.
- W1927976700 modified "2023-09-22" @default.
- W1927976700 title "Crossover and mutation in genetic algorithms employing canonical signed-digit number system" @default.
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- W1927976700 doi "https://doi.org/10.1109/mwscas.1997.662172" @default.
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