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Evolutionary computation in gene regulatory network research /

"This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--

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Bibliographic Details
Corporate Authors: Wiley InterScience Online service
Group Author: Iba, Hitoshi; Noman, Nasimul
Published: Wiley,
Publisher Address: Malden, MA :
Publication Dates: 2016.
Literature type: eBook
Language: English
Series: Wiley series on bioinformatics: computational techniques and engineering
Subjects:
Genetic regulation > Mathematical models
Gene regulatory networks > Computer simulation
Genetic algorithms
Evolutionary computation
COMPUTERS / Programming / Algorithms
COMPUTERS / Bioinformatics
COMPUTERS / Database Management / Data Mining
Gene regulatory networks
Computer simulation
Algorithms
Electronic books
Online Access: http://onlinelibrary.wiley.com/book/10.1002/9781119079453
Summary: "This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--
Carrier Form: 1 online resource.
Bibliography: Includes bibliographical references and index.
ISBN: 9781119079774 (Adobe PDF)
1119079772 (Adobe PDF)
9781119079781 (ePub)
1119079780 (ePub)
9781119079453
1119079454
1118911512 (hardback)
9781118911518 (hardback)
Index Number: QH450
CLC: Q756
Contents: I: Preliminaries -- A Brief Introduction to Evolutionary and other Nature-Inspired Algorithms / Nasimul Noman and Hitoshi Iba -- Mathematical Models and Computational Methods for Inference of Genetic Networks / Tatsuya Akutsu -- Gene Regulatory Networks: Real Data Sources and Their Analysis / Yuji Zhang -- II: EAs for Gene Expression Data Analysis and GRN Reconstruction -- Biclustering Analysis of Gene Expression Data Using Evolutionary Algorithms / Alan Wee-Chung Liew -- Inference of Vohradsky 's Models of Genetic Networks Using a Real-Coded Genetic Algorithm / Shuhei Kimura -- GPU-Powered

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