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Title Evolutionary computation in gene regulatory network research / edited by Hitoshi Iba, Nasimul Noman
Published Malden, MA : Wiley, 2016


Description 1 online resource
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 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
Summary "This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"-- Provided by publisher
Bibliography Includes bibliographical references and index
Notes Print version record and CIP data provided by publisher
Subject Genetic regulation -- Mathematical models
Gene regulatory networks -- Computer simulation
Genetic algorithms.
Evolutionary computation.
Gene regulatory networks.
Computer simulation.
Digital computer simulation.
Computer algorithms.
Gene Regulatory Networks
Computer Simulation
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
Form Electronic book
Author Iba, Hitoshi, editor.
Noman, Nasimul, editor.
LC no. 2015049068
ISBN 9781119079774