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Titlebook: Genetic Programming; 7th European Confere Maarten Keijzer,Una-May O’Reilly,Terence Soule Conference proceedings 2004 Springer-Verlag Berlin

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Guang Zheng,Miao Jiang,Cheng Lu,Aiping Lu circuit design to enhance fault tolerance. We present preliminary evidence that co-evolving faults with circuits enhances the masking of faults in evolved circuits. Our test systems are sorting networks, since these are simple enough to analyze. We show that the overall impact of faults in an evolv
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Qixin Chen,Hongye Guo,Kedi Zheng,Yi Wangect of representation and separate out the effects of different search space sizes and search algorithms. Experimental results are given, comparing the performance and search behavior of Tree Adjoining Grammar Guided Genetic Programming (TAG3P) and Standard Genetic Programming (GP) on some standard
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Data Analytics in Professional Soccerlied to the problem and produced valuable results. However the medical field requires not only a high-accuracy classifier, but also the in-depth analysis and understanding of classification rules obtained. Since gene expression data have thousands of features, it is nearly impossible to represent an
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https://doi.org/10.1007/978-3-540-38301-7 introduced employs GP as a node selection expression generator: a GP run, embedded into the B&B process, exploits the characteristics of the particular MIP problem being solved, evolving a problem-specific node selection method. The evolved method replaces the default one for the rest of the B&B. T
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Jean-Noël Thépaut,Erik Anderssonntation of genotype strings in GAuGE, thereby making sensible changes at the genotypic level. Results on a set of problems suggest that some of these operators can improve the maintenance and propagation of building blocks in GAuGE, as well as its scalability, and could be of use to other systems us
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Zhina Jiang,Hongli Wang,Feifan Zhou,Mu Muution. As the grammar dictates the space of symbols that can be used in a solution, its evolution represents the evolution of the genetic code itself. Results provide evidence to show that the co-evolution of grammar and genetic code with a solution using grammatical evolution is a viable approach.
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Peiming Dong,Wei Han,Wei Li,Shuanglong Jinuses a linear GP type Genotype to Phenotype Mapping (GPM), known as the Random Key Genetic Algorithm is investigated. The role standard mutation plays in this representation is analysed formally and is shown to be extremely disruptive. To ensure small fixed sized changes in the phenotype a swap muta
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