Illustrating Evolutionary Computation with Mathematica

Autor: Christian Jacob

Limbă:

Legare: Copertă tare

Editura: Elsevier Science & Technology

Disponibilitate: La editor doar la comandă

Expediem în 17-27 zile

485.33 lei

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

Informații despre carte

Autor

Christian Jacob

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2001

Pagini

578

EAN

9781558606371

ISBN

1558606378

Enbook ID

04809046

Editura

Elsevier Science & Technology

Greutate

1200

Dimensiuni

187 x 235 x 34

Descriere completă

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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