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Cover image for Design by evolution : advances in evolutionary design
Title:
Design by evolution : advances in evolutionary design
Series:
Natural computing series,
Publication Information:
Berlin : Springer, 2008
Physical Description:
xii, 350 p. : ill. (some col.) ; 24 cm.
ISBN:
9783540741091

Available:*

Library
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Call Number
Material Type
Item Category 1
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30000010194330 QA76.618 D47 2008 Open Access Book Book
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Summary

Summary

Evolution is Nature's design process. The natural world is full of wonderful examples of its successes, from engineering design feats such as powered flight, to the design of complex optical systems such as the mammalian eye, to the merely stunningly beautiful designs of orchids or birds of paradise. With increasing computational power, we are now able to simulate this process with greater fidelity, combining complex simulations with high-performance evolutionary algorithms to tackle problems that used to be impractical.

This book showcases the state of the art in evolutionary algorithms for design. The chapters are organized by experts in the following fields: evolutionary design and "intelligent design" in biology, art, computational embryogeny, and engineering. The book will be of interest to researchers, practitioners and graduate students in natural computing, engineering design, biology and the creative arts.


Table of Contents

Kay C. WieseThomas English and Garrison W. GreenwoodShuhei KimuraJennifer HallinanChristian JacobJon McCormackErwin Driessens and Maria VerstappenDaniel Ashlock and Brooke JamiesonJJ VentrellaJon McCormackDaniel AshlockDaniel Ashlock and Stephen Gent and Kenneth BrydenSanjeev KumarChris P. BowersKalyanmoy DebKalyanmoy DebQing Ling and Gang Wu and Qiuping WangJianjun Hu and Zhun Fan and Jiachuan Wang and Shaobo Li and Kisung Seo and Xiangdong Peng and Janis Terpenny and Ronald Rosenberg and Erik Goodman
Part I Biology
Evolutionary Design in Biologyp. 3
1 Intelligent Design and Evolutionary Computationp. 7
2 Inference of Genetic Networks Using an Evolutionary Algorithmp. 31
3 Synthetic Biology: Life, Jim, but Not As We Know Itp. 53
4 Dancing with Swarms: Utilizing Swarm Intelligence to Build, Investigate, and Control Complex Systemsp. 69
Part II Art
Evolutionary Design in Artp. 97
5 Natural Processes and Artificial Proceduresp. 101
6 Evolutionary Exploration of Complex Fractalsp. 121
7 Evolving the Mandelbrot Set to Imitate Figurative Artp. 145
8 Evolutionary L-systemsp. 169
Part III Embryogeny
Evolutionary Design in Embryogenyp. 199
9 Embryogenesis of Artificial Landscapesp. 203
10 On Form and Function: The Evolution of Developmental Controlp. 223
11 Modularity in a Computational Model of Embryogenyp. 243
Part IV Engineering
Evolutionary Design in Engineeringp. 267
12 Engineering Optimization Using Evolutionary Algorithms: A Case Study on Hydro-thermal Power Schedulingp. 273
13 Multimodal Function Optimization of Varied-Line-Spacing Holographic Gratingp. 297
14 GPBG: A Framework for Evolutionary Design of Multidomain Engineering Systems Using Genetic Programming and Bond Graphsp. 319
Indexp. 347
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