Evolutionary Computation: The Fossil Record
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Book Summary Information
Editor: David B. FogelEdition: Hardcover
Audio: English (Unknown); English (Original Language); English (Published)
Published: 1998-05-01
ISBN: 0780334817
Number of pages: 656
Publisher: Wiley-IEEE Press
Book Reviews of Evolutionary Computation: The Fossil Record
Book Review: very interesting volume on evolutionary techniques
Summary: 5 Stars
Evolutionary computation techniques (i.e., techniques based on the metaphor of natural evolution) constitute one of the most fascinating areas of computer science. Despite a long history of research spanning over several decades, evolutionary techniques are still of increasing interest because of their applicability to many real-world problems in science and engineering. However, many recent discoveries have their roots in the past (this is probably true in any discipline of science), and perforce, it is important to "look back" at some of the early developments in this field. Apart from the interesting ideas that emerged many years ago (e.g., artificial life, co-evolution, evolving computer programs, etc), a number of papers in this volume contain latent ideas that have not been fully exploited.David Fogel accomplished a great feat by searching, reading, and selecting a collection of papers that constitute "the fossil record of evolutionary computation." This volume contains almost 30 important research articles that establish the foundations of evolutionary computation, including seminal articles written by Ingo Rechenberg, Lawrence Fogel, John Holland, Hans Bremermann, Nils Barricelli, Alex Fraser, Michael Conrad, and John Koza. All the articles were grouped carefully into meaningful units, each prefaced by an introduction written by David Fogel.
Researchers will find this volume to be an extremely interesting guide to the background of concepts of evolutionary computation. It is appropriate for anyone who is in search for such answers as: where did these techniques come from? where are they going? and what is their potential? But, above all, the book provides a unique experience of addressing the most fascinating question: "how is an idea born"? For this reason alone, this book is a must for any researcher in this or any other related field.
Summary of Evolutionary Computation: The Fossil Record
Featuring copious introductory material by distinguished scientist Dr. David B. Fogel, this formidable collection of 30 landmark papers spans the entire history of evolutionary computation--from today's investigations back to its very origins more than 40 years ago. Chapter by chapter, Fogel highlights how early ideas have developed into current thinking and how others have been lost and await rediscovery. The introductions to each chapter reflect Fogel's one-on-one conversations with the authors and their colleagues, conducted over a period of four years. Evolutionary Computation: The Fossil Record provides in-depth historical information and technical detail that is simply unmatched in the field. This volume is complete with an extensive bibliography of related literature.Evolutionary Computation: The Fossil Record will be of particular interest to researchers and students in need of a comprehensive resource on this fascinating area of computer science. Historians will also find thebook thoroughly engaging.
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