Genetic Algorithm for Haplotyping and Block Partitioning

Author:   Nadezhda Sazonova
Publisher:   VDM Verlag Dr. Muller Aktiengesellschaft & Co. KG
ISBN:  

9783639237849


Pages:   132
Publication Date:   05 March 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Genetic Algorithm for Haplotyping and Block Partitioning


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Overview

A new algorithm for performing simultaneous haplotype resolution and block partitioning is proposed. The algorithm is based on genetic algorithm approach and the parsimonious principle. The multiloculs LD measure (Normalized Entropy Difference) is used as a block identification criterion. The proposed algorithm incorporates missing data is a part of the model and allows blocks of arbitrary length. In addition, the algorithm provides scores for the block boundaries which represent measures of strength of the boundaries at specific positions. The results show that the proposed genetic algorithm provides the accuracy of haplotype decomposition within the range of the same indicators shown by the other algorithms. The proposed algorithm is also used in a new population clustering algorithm, which extracts from the given genotype sample two clusters with substantially different block structures and finds haplotype resolution and block partitioning for each cluster.

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Author:   Nadezhda Sazonova
Publisher:   VDM Verlag Dr. Muller Aktiengesellschaft & Co. KG
Imprint:   VDM Verlag Dr. Muller Aktiengesellschaft & Co. KG
Dimensions:   Width: 22.90cm , Height: 0.70cm , Length: 15.20cm
Weight:   0.205kg
ISBN:  

9783639237849


ISBN 10:   3639237846
Pages:   132
Publication Date:   05 March 2010
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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