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Evolutionary Design by Computers
 
 

Evolutionary Design by Computers (Hardcover)

~ Peter J. Bentley (Editor) "Computers can only do what we tell them to do..." (more)
Key Phrases: conceptual evolutionary design, reliability design problems, creative evolutionary design, Morgan Kaufmann, International Conference, New York (more...)
5.0 out of 5 stars  See all reviews (1 customer review)


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Editorial Reviews

Amazon.com Review

Evolutionary Design by Computers is a collection of essays that describe recent research into "evolutionary" computing, where computers mimic the strategies of biological evolution to solve problems in architecture, engineering, art, and artificial life. Peter Bentley's excellent introduction to the current state of evolutionary design quickly orients readers to the field. Bentley shows that no matter how various practitioners identify themselves, they are united in applying the principals of Darwinism to computer algorithms.

The collection includes several theoretical essays that discuss the relationship of computer-driven design to human innovation. A section on evolutionary designs furnishes several case studies on real applications of these techniques--specifically, engineering problems for designing satellite booms, flywheels, and a reliability measurement for networks.

Among the contributions are essays on computer-art packages that make use of evolutionary algorithms. Programs such as Mutator and Forms show how anyone can use these evolutionary techniques. This discussion includes a survey of today's evolutionary art (evoart) packages, including several that are available on the Web.

The last part of the book covers artificial life, showcasing a program that evolves simple blocklike creatures that walk, swim, jump, and even compete with each another--a program that has obvious applications for robotics. The final sections examine additional real-world applications of evolutionary design techniques for architecture (for designing tables and hospital floor plans) and electrical engineering (specifically, analog circuits).

In all, Evolutionary Design by Computers provides an excellent introduction to one of today's most promising areas of computer science research for both specialists and general readers alike. --Richard Dragan



Review

"Evolutionary Design By Computers offers an enticing preview of the future of computer-aided design: Design by Darwin." -- Lawrence J. Fogel, President, Natural Selection, Inc.

"Evolutionary Design by Computers is the major revolution in design thinking of the 20th century and this book is the best introduction available." -- Professor John Frazer, Swire Chair and Head of School of Design, the Hong Kong Polytechnic University, Author of An Evolutionary Architecture

"Evolutionary Design By Computers offers an enticing preview of the future of computer-aided design: Design by Darwin."
—Lawrence J. Fogel, President, Natural Selection, Inc.

"Evolutionary design by computers is the major revolution in design thinking of the 20th century and this book is the best introduction available."
—Professor John Frazer, Swire Chair and Head of School of Design, the Hong Kong Polytechnic University, Author of "An Evolutionary Architecture"

"Peter Bentley has assembled and edited an important collection of papers that demonstrate, convincingly, the utility of evolutionary computation for engineering solutions to complex problems in design."
—David B. Fogel, Editor-in-Chief, IEEE Transactions on Evolutionary Computation -- Review

"Peter Bentley has assembled and edited an important collection of papers that demonstrate, convincingly, the utility of evolutionary computation for engineering solutions to complex problems in design." -- David B. Fogel, Editor-in-Chief, IEEE Transactions on Evolutionary Computation

Product Details

  • Hardcover: 446 pages
  • Publisher: Morgan Kaufmann; 1st edition (June 11, 1999)
  • Language: English
  • ISBN-10: 155860605X
  • ISBN-13: 978-1558606050
  • Product Dimensions: 10.1 x 7.2 x 1.2 inches
  • Shipping Weight: 2.8 pounds
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon.com Sales Rank: #1,338,110 in Books (See Bestsellers in Books)

Inside This Book (learn more)
First Sentence:
Computers can only do what we tell them to do. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
conceptual evolutionary design, reliability design problems, creative evolutionary design, generic evolutionary design system, constant stress profile, evolutionary art systems, multiple fitness values, failure angular velocity, horn sphere, obtaining optima, evolutionary design optimisation, isospatial grid, basing fitness, robot controller circuit, design team practice, hierarchical crossover, complex gene structures, evolutionary design systems, horn ribs, reliability optimisation, embryonic circuit, modifiable wires, artificial embryology, evolved representation, genetic art
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Morgan Kaufmann, International Conference, New York, Form Grow, San Francisco, Academic Press, John Koza, University of Michigan, University of Plymouth, Karl Sims, Ann Arbor, John Wiley, Oxford University Press, The Blind Watchmaker, Cambridge University Press, Lecture Notes, David Goldberg, Springer Verlag, Carnegie Mellon University, Computer Evolution of Buildable Objects, David Fogel, Engineering Applications, Evaluation of Chromosome, Ian Parmee, John Mount
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11 of 14 people found the following review helpful:
5.0 out of 5 stars Excellent Book on Genetic Programming and Design, January 19, 2000
By Larry M. Deschaine, PE (Reston, VA - USA) - See all my reviews
Genetic Design / Optimization is an exciting field. The increasing power of desktop computers are opening up applications in design optimization that heretofore were difficult to solve or optimize.

As a registered professional engineer, I feel comfortable stamping designs derived via evolutionary computation since they must satisfy the physics of the problem in order to be feasible.

I found this book prepares both the practitioner and researcher for this field. The book comes with a CD that contains many web addresses and source code to various application programs which is very valuable resource and time saver.

This is an excellent resource in Genetic Algorithms and Design. I recommend this book highly.

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