
Handbook of Research on Computational Methodologies in Gene Regulatory Networks
Medical Information Science Reference (Publisher)
Published on 31. October 2009
Book
Hardback
719 pages
978-1-60566-685-3 (ISBN)
Description
Recent advances in gene sequencing technology are now shedding light on the complex interplay between genes that elicit phenotypic behavior characteristic of any given organism. In order to mediate internal and external signals, the daunting task of classifying an organism's genes into complex signaling pathways needs to be completed. The Handbook of Research on Computational Methodologies in Gene Regulatory Networks focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization. This innovative Handbook of Research presents a complete overview of computational intelligence approaches for learning and optimization and how they can be used in gene regulatory networks.
More details
Language
English
Place of publication
Hershey
United States
Publishing group
IGI Global
Target group
Professional and scholarly
Illustrations
Illustrations
Dimensions
Height: 286 mm
Width: 221 mm
Thickness: 44 mm
Weight
2093 gr
ISBN-13
978-1-60566-685-3 (9781605666853)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Content
Bayesian networks for modeling Boolean networks Computational approaches for modeling Computational intelligence techniques Gene regulatory networks Genetical genomics data Heterogeneous genetic networks Markov decision process Microarray gene expression measurements Reverse engineering