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612-822-4611
Evolutionary Computation

Evolutionary Computation

Hardcover

Series: Wiley Bioinformatics

DatabasesGeneral ScienceProgramming

ISBN10: 1118911512
ISBN13: 9781118911518
Publisher: John Wiley & Sons
Published: Feb 12 2016
Pages: 464
Weight: 1.68
Height: 1.20 Width: 6.20 Depth: 9.30
Language: English

Introducing a handbook for gene regulatory network research using evolutionary computation, with applications for computer scientists, computational and system biologists

This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC). The book is organized into four parts that deliver materials in a way equally attractive for a reader with training in computation or biology. Each of these sections, authored by well-known researchers and experienced practitioners, provides the relevant materials for the interested readers. The first part of this book contains an introductory background to the field. The second part presents the EC approaches for analysis and reconstruction of GRN from gene expression data. The third part of this book covers the contemporary advancements in the automatic construction of gene regulatory and reaction networks and gives direction and guidelines for future research. Finally, the last part of this book focuses on applications of GRNs with EC in other fields, such as design, engineering and robotics.

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Programming