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Illustrating Evolutionary Computation with Mathematica by Christian Jacob,

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 christian web graphic 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 christian web graphic 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 christian web graphic 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 christian web graphic and coevolution of plants, this book will provide you with a visually rich christian web graphic 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, christian web graphic 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 christian web graphic and Lindenmayer systems. * Provides Mathematica notebooks on the Web that include all the programs in the book christian web graphic and supporting animations, movies, christian web graphic and graphics.
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