Illustrating evolutionary computation with Mathematica

The Resource Illustrating evolutionary computation with Mathematica
Label
Illustrating evolutionary computation with Mathematica
Statement of responsibility
Christian Jacob ; translated from the German by Christian Jacob
Creator
Subject
Language
  • eng
  • ger
  • eng
Summary
An 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. * Introduces the major mechanisms of biological evolution. * Demonstrates many fascinating aspects of evolution in nature with simple, yet illustrative examples. * Explains each of the major branches of evolutionary computation: genetic algorithms, genetic programming, evolutionary programming, and evolution strategies. * Demonstrates the programming of computers by evolutionary principles using Evolvica, a genetic programming system designed by the author. * Shows in detail how to evolve developmental programs modeled by cellular automata and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book and supporting animations, movies, and graphics
Member of
Action
digitized
Cataloging source
N$T
Dewey number
006.3/1
Illustrations
illustrations
Index
index present
LC call number
QA76.618
LC item number
.J3313 2001eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Evolutionary Computation Ser
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