Illustrating Evolutionary Computation with Mathematica

Autor: Christian Jacob

Jazyk:

Väzba: Pevná

Vydavateľ: Elsevier Science & Technology

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

92.81 €

An essential capacity of intelligence is the ability to learn. An artificially intelligent system th...

Informácie o knihe

Autor

Christian Jacob

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2001

Stránok

578

EAN

9781558606371

ISBN

1558606378

Enbook ID

04809046

Vydavateľ

Elsevier Science & Technology

Hmotnosť

1200

Rozmery

187 x 235 x 34

Kompletný popis

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. 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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