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Titlebook: Extending the Scalability of Linkage Learning Genetic Algorithms; Theory & Practice Ying-ping Chen Book 2006 Springer-Verlag Berlin Heidelb

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Preliminaries: Assumptions and the Test Problem,g genetic algorithm by proposing practical mechanisms as well as developing theoretical models. However, before going further, we need to establish a ground based on which the models will be constructed and the experiments will be conducted in the following chapters. In particular, this chapter focuses the following topics:
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Genetic Algorithms and Genetic Linkage,es how a simple genetic algorithm works. Then, it introduces the term . and the so-called . that exists in common genetic algorithm practice. The importance of genetic linkage is often overlooked, and this chapter helps explain why linkage learning is an essential topic in the field of genetic and e
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Preliminaries: Assumptions and the Test Problem,g genetic algorithm by proposing practical mechanisms as well as developing theoretical models. However, before going further, we need to establish a ground based on which the models will be constructed and the experiments will be conducted in the following chapters. In particular, this chapter focu
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A First Improvement: Using Promoters,ecial probabilistic expression mechanism and a unique combination of the (.) coding scheme and an exchange crossover operator to create an evolvable genotypic structure that made genetic linkage learning natural and viable for genetic algorithms. This integration of data structure and mechanism led
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