Illustrating Evolutionary Computation with Mathematica
By (author) Christian Jacob
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Illustrating Evolutionary Computation with Mathematica by Christian Jacob
Book DescriptionAn essential capacity of intelligence is the ability to learn. An artificially intelligent system that could learn would not have to be programmed for every eventuality; it could adapt to its changing environment and conditions just as biological systems do. "Illustrating Evolutionary Computation with Mathematica" introduces evolutionary computation to the technically savvy reader who wishes to explore this fascinating and increasingly important field. Unique among books on evolutionary computation, the book also explores the application of evolution to developmental processes in nature, such as the growth processes in cells and plants. If you are a newcomer to the evolutionary computation field, an engineer, a programmer, or even a biologist wanting to learn how to model the evolution and coevolution of plants, this book will provide you with a visually rich and engaging account of this complex subject. It introduces the major mechanisms of biological evolution, and demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. This book explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. It demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. It also shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems, and provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics.
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Book DetailsISBN: 9781558606371
(235mm x 187mm x 32mm)
Imprint: Morgan Kaufmann Publishers In
Publisher: Elsevier Science & Technology
Publish Date: 23-Feb-2001
Country of Publication: United States
Books By Author Christian Jacob
Web of Athenaeus, Paperback (June 2013)
Christian Jacob presents a completely fresh and unique reading of Athenaeus's Sophists at Dinner (ca. 200 ce), a text long mined merely for its testimonies to lost classical poets. Connecting the world of Hellenistic erudition with its legacy among Hellenized Romans, Jacob helps the reader navigate the many intersecting paths in this enormous work.
Sovereign Map, Hardback (October 2006)» View all books by Christian Jacob
A novel work in the history of cartography, this book argues that maps are as much about thinking as seeing, as much about the art of persuasion as the science of geography. It is innovative in its philosophical motivation and its interdisciplinary approach to looking at and writing about maps.
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Author Biography - Christian Jacob
Christian Jacob is assistant professor in the Department of Computer Science at the University of Calgary. His areas of interest include evolutionary algorithms, Lindenmayer systems, ecosystems modeling, distributed computing, alternative programming paradigms, biocomputing, and bioinformatics. He is the author of the German edition of this book, Principia Evolvica Simulierte Evolution mit Mathematica, published by dpunkt.verlag.
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