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)"--

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Iba, Hitoshi (Editor ), Noman, Nasimul (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Malden, MA : Wiley, 2016.
Temas:
Genetic regulation > Mathematical models.
Gene regulatory networks > Computer simulation.
Genetic algorithms.
Evolutionary computation.
Gene regulatory networks.
Computer simulation.
Digital computer simulation.
Algorithms.
Computer algorithms.
Gene Regulatory Networks
Computer Simulation
Algorithms
Régulation génétique > Modèles mathématiques.
Réseaux de régulation génique > Simulation par ordinateur.
Algorithmes génétiques.
Réseaux neuronaux à structure évolutive.
Réseaux de régulation génique.
Simulation par ordinateur.
Algorithmes.
simulation.
algorithms.
COMPUTERS > Programming > Algorithms.
COMPUTERS > Bioinformatics.
COMPUTERS > Database Management > Data Mining.
Gene regulatory networks
Digital computer simulation
Computer simulation
Computer algorithms
Evolutionary computation
Genetic algorithms
Genetic regulation > Mathematical models
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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 Vohradský'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, Stéphane 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.

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