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Illustrating Evolutionary Computation With Mathematica

Illustrating Evolutionary Computation with Mathematica PDF
Author: Christian Jacob
Publisher: Morgan Kaufmann
Release: 2001
ISBN: 1558606378
Size: 50.16 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 578
View: 1158

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Illustrating Evolutionary Computation With Mathematica

by Christian Jacob, Illustrating Evolutionary Computation With Mathematica Books available in PDF, EPUB, Mobi Format. Download Illustrating Evolutionary Computation With Mathematica books, 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.



Illustrating Evolutionary Computation With Mathematica

Illustrating Evolutionary Computation with Mathematica PDF
Author: Christian Jacob
Publisher: Elsevier
Release: 2001-02-23
ISBN: 0080508456
Size: 77.79 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 578
View: 6750

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Illustrating Evolutionary Computation With Mathematica

by Christian Jacob, Illustrating Evolutionary Computation With Mathematica Books available in PDF, EPUB, Mobi Format. Download Illustrating Evolutionary Computation With Mathematica books, 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.



The Art Of Artificial Evolution

The Art of Artificial Evolution PDF
Author: Juan J. Romero
Publisher: Springer Science & Business Media
Release: 2008
ISBN: 3540728767
Size: 70.92 MB
Format: PDF, Kindle
Category : Art
Languages : en
Pages : 458
View: 7134

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The Art Of Artificial Evolution

by Juan J. Romero, The Art Of Artificial Evolution Books available in PDF, EPUB, Mobi Format. Download The Art Of Artificial Evolution books, While improvements in computer performance are dramatically changing the computer-generated art industry, scientists in natural computing have teamed up with artists to examine how bioinspired systems can influence art, technology and even aesthetic appreciation. This comprehensive book gives an up-to-date survey of the relevant bioinspired computing research fields – such as evolutionary computation, artificial life, swarm intelligence and ant colony algorithms – and examines applications in art, music and design. The editors and contributors are researchers and artists with deep experience of the related science, tools and applications, and the book includes overviews of historical developments and future perspectives. The book will be of interest to computer scientists and artists engaged with natural computing techniques applied to art, music and design. The book is supported with a dedicated website.



Agent Based Evolutionary Search

Agent Based Evolutionary Search PDF
Author: Ruhul A. Sarker
Publisher: Springer Science & Business Media
Release: 2010-07-12
ISBN: 9783642134258
Size: 32.32 MB
Format: PDF, ePub
Category : Mathematics
Languages : en
Pages : 291
View: 5459

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Agent Based Evolutionary Search

by Ruhul A. Sarker, Agent Based Evolutionary Search Books available in PDF, EPUB, Mobi Format. Download Agent Based Evolutionary Search books, Agent based evolutionary search is an emerging paradigm in computational int- ligence offering the potential to conceptualize and solve a variety of complex problems such as currency trading, production planning, disaster response m- agement, business process management etc. There has been a significant growth in the number of publications related to the development and applications of agent based systems in recent years which has prompted special issues of journals and dedicated sessions in premier conferences. The notion of an agent with its ability to sense, learn and act autonomously - lows the development of a plethora of efficient algorithms to deal with complex problems. This notion of an agent differs significantly from a restrictive definition of a solution in an evolutionary algorithm and opens up the possibility to model and capture emergent behavior of complex systems through a natural age- oriented decomposition of the problem space. While this flexibility of represen- tion offered by agent based systems is widely acknowledged, they need to be - signed for specific purposes capturing the right level of details and description. This edited volume is aimed to provide the readers with a brief background of agent based evolutionary search, recent developments and studies dealing with various levels of information abstraction and applications of agent based evo- tionary systems. There are 12 peer reviewed chapters in this book authored by d- tinguished researchers who have shared their experience and findings spanning across a wide range of applications.



Design By Evolution

Design by Evolution PDF
Author: Philip F. Hingston
Publisher: Springer Science & Business Media
Release: 2008-09-30
ISBN: 3540741119
Size: 31.58 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 352
View: 1535

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Design By Evolution

by Philip F. Hingston, Design By Evolution Books available in PDF, EPUB, Mobi Format. Download Design By Evolution books, Evolution is Nature’s design process. The natural world is full of wonderful examples of its successes, from engineering design feats such as powered flight, to the design of complex optical systems such as the mammalian eye, to the merely stunningly beautiful designs of orchids or birds of paradise. With increasing computational power, we are now able to simulate this process with greater fidelity, combining complex simulations with high-performance evolutionary algorithms to tackle problems that used to be impractical. This book showcases the state of the art in evolutionary algorithms for design. The chapters are organized by experts in the following fields: evolutionary design and "intelligent design" in biology, art, computational embryogeny, and engineering. The book will be of interest to researchers, practitioners and graduate students in natural computing, engineering design, biology and the creative arts.



A Field Guide To Genetic Programming

A Field Guide to Genetic Programming PDF
Author:
Publisher: Lulu.com
Release: 2008
ISBN: 1409200736
Size: 23.23 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 233
View: 6844

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A Field Guide To Genetic Programming

by , A Field Guide To Genetic Programming Books available in PDF, EPUB, Mobi Format. Download A Field Guide To Genetic Programming books, Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.



Genetic Programming Iv

Genetic Programming IV PDF
Author: John R. Koza
Publisher: Springer Science & Business Media
Release: 2006-03-04
ISBN: 0387264175
Size: 32.34 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 590
View: 6699

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Genetic Programming Iv

by John R. Koza, Genetic Programming Iv Books available in PDF, EPUB, Mobi Format. Download Genetic Programming Iv books, Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law



Challenging The Boundaries Of Symbolic Computation

Challenging the Boundaries of Symbolic Computation PDF
Author: Peter Mitic
Publisher: World Scientific
Release: 2003-06-02
ISBN: 1783260955
Size: 31.85 MB
Format: PDF, ePub
Category : Mathematics
Languages : en
Pages : 436
View: 180

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Challenging The Boundaries Of Symbolic Computation

by Peter Mitic, Challenging The Boundaries Of Symbolic Computation Books available in PDF, EPUB, Mobi Format. Download Challenging The Boundaries Of Symbolic Computation books, This volume consists of papers delivered at the International Mathematica Symposium 2003 — an interdisciplinary meeting bringing together users of Mathematica in research and education. It gathers research papers, reports on classroom practice, reports on the use of Mathematica in industry and commerce, and descriptions of fresh applications. List of contributors: J Nash, S Wolfram, R Maeder, B Buchberger and C McTague. Contents:Algebraic ComputationApplied MathematicsEducationPhysicsPure MathematicsStatistics and ProbabilityVisualisationMiscellaneous Readership: Users of Mathematica for research, education and industry; developers of Mathematica applications; users of symbolic computation methods. Keywords:Mathematica;Computer Algebra;Mathematics;Computing;Symbolic Computation



Swarm Intelligence

Swarm Intelligence PDF
Author: James F. Kennedy
Publisher: Morgan Kaufmann
Release: 2001-04-09
ISBN: 9781558605954
Size: 23.84 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 512
View: 679

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Swarm Intelligence

by James F. Kennedy, Swarm Intelligence Books available in PDF, EPUB, Mobi Format. Download Swarm Intelligence books, A scholarly text on swarm intelligence that argues that intelligent human cognition derives from the interactions of individuals in a social world.



Search Methodologies

Search Methodologies PDF
Author: Edmund K. Burke
Publisher: Springer Science & Business Media
Release: 2006-03-20
ISBN: 0387283560
Size: 57.88 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 620
View: 5187

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Search Methodologies

by Edmund K. Burke, Search Methodologies Books available in PDF, EPUB, Mobi Format. Download Search Methodologies books, This book is a tutorial survey of the methodologies that are at the confluence of several fields: Computer Science, Mathematics and Operations Research. It provides a carefully structured and integrated treatment of the major technologies in optimization and search methodology. The chapter authors are drawn from across Computer Science and Operations Research and include some of the world’s leading authorities in their field. It can be used as a textbook or a reference book to learn and apply these methodologies to a wide range of today’s problems.