عنوان

Evolutionary computation in gene regulatory network research /

1119079454

1119079772

9781119079453

9781119079774

1119079780

9781118911518 (hardback)

9781119079781

dltt

Evolutionary computation in gene regulatory network research /

[Book]

edited by Hitoshi Iba, Nasimul Noman

1603

1 online resource

Includes bibliographical references and index

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

0

"This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)"--

Evolutionary computation in gene regulatory network research

9781118911518

Evolutionary computation.

Gene regulatory networks-- Computer simulation.

Genetic algorithms.

Genetic regulation-- Mathematical models.

SCI-- 007000

Iba, Hitoshi

Noman, Nasimul

Ohio Library and Information Network.

20160310183536.0

rda

[Book]

Y