TY  - BOOK
AU  - Iba,Hitoshi
AU  - Noman,Nasimul
TI  - Evolutionary computation in gene regulatory network research
SN  - 9781119079774
AV  - QH450 
U1  - 572.8/650113 23
PY  - 2016///
CY  - Malden, MA
PB  - Wiley
KW  - Genetic regulation
KW  - Mathematical models
KW  - Gene regulatory networks
KW  - Computer simulation
KW  - Genetic algorithms
KW  - Evolutionary computation
KW  - Digital computer simulation
KW  - Algorithms
KW  - Computer algorithms
KW  - Gene Regulatory Networks
KW  - Computer Simulation
KW  - R�egulation g�en�etique
KW  - Mod�eles math�ematiques
KW  - R�eseaux de r�egulation g�enique
KW  - Simulation par ordinateur
KW  - Algorithmes g�en�etiques
KW  - R�eseaux neuronaux �a structure �evolutive
KW  - Algorithmes
KW  - simulation
KW  - aat
KW  - algorithms
KW  - COMPUTERS
KW  - Programming
KW  - bisacsh
KW  - Bioinformatics
KW  - Database Management
KW  - Data Mining
KW  - fast
N1  - Includes bibliographical references and index; 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 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
N2  - "This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--
UR  - https://onlinelibrary.wiley.com/doi/book/10.1002/9781119079453
ER  -