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020 _a1119079772
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020 _a9781119079453
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020 _a1118911512
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082 0 0 _a572.8/650113
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049 _aMAIN
245 0 0 _aEvolutionary computation in gene regulatory network research /
_cedited by Hitoshi Iba, Nasimul Noman.
264 1 _aMalden, MA :
_bWiley,
_c2016.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _a"This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--
_cProvided by publisher.
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record and CIP data provided by publisher.
505 0 _aI: 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 Vohradsk�y'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 and Daniela Besozzi -- Modelling Dynamic Gene Expression in Streptomyces Coelicolor: Comparing Single and Multi-Objective Setups / Spencer Angus Thomas, Yaochu Jin, Emma Laing and Colin Smith -- Reconstruction of Large-Scale Gene Regulatory Network Using S-system Model / Ahsan Raja Chowdhury and Madhu Chetty -- III: 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 and Masami Hagiya -- Using Evolutionary Algorithms to Study the Evolution of Gene Regulatory Networks Controlling Biological Development / Alexander Spirov and David Holloway -- Evolving GRN-inspired In Vitro Oscillatory Systems / Quang Huy Dinh, Nathanael Aubert, Nasimul Noman, Hitoshi Iba and Yannic Rondelez -- IV: Applications of GRN with EAs -- Artificial Gene Regulatory Networks for Agent Control / Sylvain Cussat-Blanc, Jean Disset, St�ephane Sanchez and Yves Duthen -- Evolving H-GRNs for Morphogenetic Adaptive Pattern Formation of Swarm Robots / Hyondong Oh and Yaochu Jin -- Regulatory Representations in Architectural Design / Daniel Richards and Martyn Amos -- Computing with Artificial Gene Regulatory Networks / Michael A. Lones.
590 _aJohn Wiley and Sons
_bWiley Online Library: Complete oBooks
650 0 _aGenetic regulation
_xMathematical models.
650 0 _aGene regulatory networks
_xComputer simulation.
650 0 _aGenetic algorithms.
650 0 _aEvolutionary computation.
650 0 _aGene regulatory networks.
650 0 _aComputer simulation.
650 0 _aDigital computer simulation.
650 0 _aAlgorithms.
650 0 _aComputer algorithms.
650 1 2 _aGene Regulatory Networks
650 2 2 _aComputer Simulation
650 2 2 _aAlgorithms
650 6 _aR�egulation g�en�etique
_xMod�eles math�ematiques.
650 6 _aR�eseaux de r�egulation g�enique
_xSimulation par ordinateur.
650 6 _aAlgorithmes g�en�etiques.
650 6 _aR�eseaux neuronaux �a structure �evolutive.
650 6 _aR�eseaux de r�egulation g�enique.
650 6 _aSimulation par ordinateur.
650 6 _aAlgorithmes.
650 7 _asimulation.
_2aat
650 7 _aalgorithms.
_2aat
650 7 _aCOMPUTERS
_xProgramming
_xAlgorithms.
_2bisacsh
650 7 _aCOMPUTERS
_xBioinformatics.
_2bisacsh
650 7 _aCOMPUTERS
_xDatabase Management
_xData Mining.
_2bisacsh
650 7 _aGene regulatory networks
_2fast
650 7 _aDigital computer simulation
_2fast
650 7 _aComputer simulation
_2fast
650 7 _aComputer algorithms
_2fast
650 7 _aAlgorithms
_2fast
650 7 _aEvolutionary computation
_2fast
650 7 _aGenetic algorithms
_2fast
650 7 _aGenetic regulation
_xMathematical models
_2fast
700 1 _aIba, Hitoshi,
_eeditor.
700 1 _aNoman, Nasimul,
_eeditor.
776 0 8 _iPrint version:
_tEvolutionary computation in gene regulatory network research.
_dMalden, MA : Wiley, 2016
_z9781118911518
_w(DLC) 2015043774
856 4 0 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119079453
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