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" Evolutionary computation in gene regulatory network research / "
edited by Hitoshi Iba, Nasimul Noman
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BL
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| Record Number
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662350
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dltt
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| Title & Author
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Evolutionary computation in gene regulatory network research /\ edited by Hitoshi Iba, Nasimul Noman
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1 online resource
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| ISBN
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9781119079774
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: 1119079772
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: 9781119079453
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: 1119079454
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9781119079781
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1119079780
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9781118911518 (hardback)
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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Preliminaries -- A Brief introduction to Evolutionary and other Nature-Inspired Algorithms / Nasimul Noman, 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 -- 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 Evolutionary Design of Mass-Action-Based Models of Gene Regulation / Marco S. Nobile, Davide Cipolla, Paolo Cazzaniga, Daniela Besozzi -- Modeling Dynamic Gene Expression in Streptomyces Coelicotor, Comparing Single and Multi-Objective Setups / Spencer Angus Thomas, Yaochu Jin, Emma Laing, Colin Smith -- Reconstruction of Large-Scale Gene Regulatory Network Using S-system Model / Ahsan Raja Chowdhury, Madhu Chetty -- EAs for Evolving GRNs and Reaction Networks -- Design Automation of Nucleic Acid Reaction System Simulated by Chemical Kinetics Based on Graph Rewriting Model / Ibuki Kawamata, Masami Hagiya -- Using Evolutionary Algorithms to Study the Evolution of Gene Regulatory Networks Controlling Biological Development / Alexander Spirov, David Holloway -- Evolving GRN-Inspired In Vitro Oscillatory Systems / Quang Huy Dinh, Nathanael Aubert, Nasimul Noman, Hitoshi Iba, Yannic Rondelez -- Application of GRN with EAs -- Artificial Gene Regulatory Networks for Agent Control / Sylvain Cussat-Blanc, Jean Disset, Stéphane Sanchez, Yves Duthen -- Evolving H-GRNs for Morphogenetic Adaptive Pattern Formation of Swarm Robots / Hyondong Oh, Yaochu Jin -- Regulatory Representations in Architectural Design / Daniel Richards, Martyn Amos -- Computing with Artificial Gene Regulatory Networks / Michael A. Lones
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| Abstract
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"This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--
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| Subject
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Genetic regulation-- Mathematical models.
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Gene regulatory networks-- Computer simulation.
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Genetic algorithms.
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Evolutionary computation.
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| Dewey Classification
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572.8/650113
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| LC Classification
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QH450
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| Added Entry
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Iba, Hitoshi
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Noman, Nasimul
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Ohio Library and Information Network.
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