Extending the Scalability of Linkage Learning Genetic Algorithms : Theory & Practice

Extending the Scalability of Linkage Learning Genetic Algorithms : Theory & Practice

المؤلف
Ying-ping Chen
سنة النشر
الناشر
اللغة
نوع الوثيقة
الموضوع الرئيسي
رمز الوثيقة

This book aims to gain better understanding of the LLGA in theory and to improve the LLGA's performance in practice. It starts with a survey and classification of the existing genetic linkage learning techniques and describes the steps and approaches taken to tackle the research topics, including using promoters, developing the convergence time model, and adopting subchromosomes. It also provides the experimental results for observation of the linkage learning process as well as for verification of the theoretical models proposed in this study.



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