The Art Of Artificial Evolution

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The Art of Artificial Evolution

Author : Juan J. Romero
Publisher : Springer Science & Business Media
ISBN 13 : 3540728767
Total Pages : 465 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis The Art of Artificial Evolution by : Juan J. Romero

Download or read book The Art of Artificial Evolution written by Juan J. Romero and published by Springer Science & Business Media. This book was released on 2008 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Art is the Queen of all sciences communicating knowledge to all the generations of the world. Leonardo da Vinci Artistic behavior is one of the most valued qualities of the human mind. Although artistic manifestations vary from culture to culture, dedication to artistic tasks is common to all. In other words, artistic behavior is a universal trait of the human species. The current, Western de?nition of art is relatively new. However, a d- ication to artistic endeavors — such as the embellishment of tools, body - namentation, or gathering of unusual, arguably aesthetic, objects — can be traced back to the origins of humanity. That is, art is ever-present in human history and prehistory. Artandsciencesharealongandenduringrelationship.Thebest-known- ample of the explorationof this relationship is probably the work of Leonardo da Vinci. Somewhere in the 19th century art and science grew apart, but the cross-transfer of concepts between the two domains continued to exist. Currently, albeit the need for specialization, there is a growing interest in the exploration of the connections between art and science. Focusingoncomputerscience,itisinterestingtonoticethatearlypioneers of this discipline such as Ada Byron and Alan Turing showed an interest in using computational devices for art-making purposes. Oddly, in spite of this early interest and the ubiquity of art, it has received relatively little attention fromthe computersciencecommunityingeneral,and,moresurprisingly,from the arti?cial intelligence community.

The Art of Artificial Evolution

Author : Juan J. Romero
Publisher : Springer
ISBN 13 : 9783540839088
Total Pages : 459 pages
Book Rating : 4.8/5 (39 download)

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Book Synopsis The Art of Artificial Evolution by : Juan J. Romero

Download or read book The Art of Artificial Evolution written by Juan J. Romero and published by Springer. This book was released on 2009-09-02 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Artificial Intelligence and the Arts

Author : Penousal Machado
Publisher : Springer Nature
ISBN 13 : 3030594750
Total Pages : 381 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Artificial Intelligence and the Arts by : Penousal Machado

Download or read book Artificial Intelligence and the Arts written by Penousal Machado and published by Springer Nature. This book was released on 2021-10-13 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emotions, creativity, aesthetics, artistic behavior, divergent thoughts, and curiosity are both fundamental to the human experience and instrumental in the development of human-centered artificial intelligence systems that can relate, communicate, and understand human motivations, desires, and needs. In this book the editors put forward two core propositions: creative artistic behavior is one of the key challenges of artificial intelligence research, and computer-assisted creativity and human-centered artificial intelligence systems are the driving forces for research in this area. The invited chapters examine computational creativity and more specifically systems that exhibit artistic behavior or can improve humans' creative and artistic abilities. The authors synthesize and reflect on current trends, identify core challenges and opportunities, and present novel contributions and applications in domains such as the visual arts, music, 3D environments, and games. The book will be valuable for researchers, creatives, and others engaged with the relationship between artificial intelligence and the arts.

Metacreation

Author : Mitchell Whitelaw
Publisher : MIT Press
ISBN 13 : 9780262232340
Total Pages : 302 pages
Book Rating : 4.2/5 (323 download)

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Book Synopsis Metacreation by : Mitchell Whitelaw

Download or read book Metacreation written by Mitchell Whitelaw and published by MIT Press. This book was released on 2004 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first detailed examination of a-life art, where new mediaartists adopt, and adapt, techniques from artificial life.

Spatially Structured Evolutionary Algorithms

Author : Marco Tomassini
Publisher : Springer Science & Business Media
ISBN 13 : 3540299386
Total Pages : 193 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Spatially Structured Evolutionary Algorithms by : Marco Tomassini

Download or read book Spatially Structured Evolutionary Algorithms written by Marco Tomassini and published by Springer Science & Business Media. This book was released on 2006-01-27 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks. The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

Creative Evolutionary Systems

Author : Peter Bentley
Publisher : Morgan Kaufmann
ISBN 13 : 1558606734
Total Pages : 618 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Creative Evolutionary Systems by : Peter Bentley

Download or read book Creative Evolutionary Systems written by Peter Bentley and published by Morgan Kaufmann. This book was released on 2002 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for computer scientists and students, and computer literate artists, designers and specialists in evolutionary computation, this text brings together the most advanced work in the use of evolutionary computation for creative results.

Evolutionary and Biologically Inspired Music, Sound, Art and Design

Author : Juan Romero
Publisher : Springer
ISBN 13 : 366244335X
Total Pages : 132 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Evolutionary and Biologically Inspired Music, Sound, Art and Design by : Juan Romero

Download or read book Evolutionary and Biologically Inspired Music, Sound, Art and Design written by Juan Romero and published by Springer. This book was released on 2014-08-22 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Biologically Inspired Music, Sound, Art and Design, Evo MUSART 2014, held in Granada, Spain, in April 2014, co-located with the Evo* 2013 events Euro GP, Evo COP, Evo BIO and Evo Applications. The 11 revised full papers presented were carefully reviewed and selected from 30 submissions. They cover a wide range of topics and application areas.

Artificial Evolution

Author : Nicolas Monmarché
Publisher : Springer Science & Business Media
ISBN 13 : 3540793046
Total Pages : 340 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Artificial Evolution by : Nicolas Monmarché

Download or read book Artificial Evolution written by Nicolas Monmarché and published by Springer Science & Business Media. This book was released on 2008-04-25 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Artificial Evolution, EA 2007, held in Tours, France in October 2007. The 27 revised full papers presented were carefully reviewed and selected from 62 submissions during two rounds of reviewing and improvement. The papers cover all aspects of artificial evolution: genetic programming, swarm intelligence, combinatorial and multi-objective optimization, theory in genetic algorithms and evolutionary systems, as well as applications of evolutionary algorithms.

Evolution, Complexity and Artificial Life

Author : Stefano Cagnoni
Publisher : Springer Science & Business Media
ISBN 13 : 3642375774
Total Pages : 280 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Evolution, Complexity and Artificial Life by : Stefano Cagnoni

Download or read book Evolution, Complexity and Artificial Life written by Stefano Cagnoni and published by Springer Science & Business Media. This book was released on 2013-12-21 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolution and complexity characterize both biological and artificial life – by direct modeling of biological processes and the creation of populations of interacting entities from which complex behaviors can emerge and evolve. This edited book includes invited chapters from leading scientists in the fields of artificial life, complex systems, and evolutionary computing. The contributions identify both fundamental theoretical issues and state-of-the-art real-world applications. The book is intended for researchers and graduate students in the related domains.

Artificial Evolution

Author : Cyril Fonlupt
Publisher : Springer
ISBN 13 : 3540449086
Total Pages : 293 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Artificial Evolution by : Cyril Fonlupt

Download or read book Artificial Evolution written by Cyril Fonlupt and published by Springer. This book was released on 2006-12-30 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Arti?cial Evolution conference was originally conceived as a forum for the French-speaking Evolutionary Computation community, but has of late been acquiring an European audience, with several papers from Germany, Austria, Italy, Spain... However, AE remains as intended a small and friendly gathering, which will continue to be held every two years. Previous AE meets were held in Toulouse, Brest, and Nˆ ?mes. This year, the hosting was done by the LIL (Laboratoire d’Informatique du Littoral) in the not-so-cold city of Dunkerque. The invited talk on “Fitness Landscapes and Evolutionary Algorithms” was delivered by Colin Reeves of Coventry University This volume contains a selection of the papers presented at the conference. Twenty-seven papers were presented orally at the conference, selected from over 40 papers refereed by the program committee. After the conference, each p- sentation was reviewed and 20 papers were retained and revised for publication in this volume. The papers in this volume have been grouped into the following ?ve sections which more or less re?ect the organization of the oral presentations. 1. Invited Paper: C. Reeves brightly describes the state of the art in Fitness Landscapes.

The Artificial Ape

Author : Timothy Taylor
Publisher : St. Martin's Press
ISBN 13 : 9780230109735
Total Pages : 256 pages
Book Rating : 4.1/5 (97 download)

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Book Synopsis The Artificial Ape by : Timothy Taylor

Download or read book The Artificial Ape written by Timothy Taylor and published by St. Martin's Press. This book was released on 2010-07-20 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: A breakthrough theory that tools and technology are the real drivers of human evolution Although humans are one of the great apes, along with chimpanzees, gorillas, and orangutans, we are remarkably different from them. Unlike our cousins who subsist on raw food, spend their days and nights outdoors, and wear a thick coat of hair, humans are entirely dependent on artificial things, such as clothing, shelter, and the use of tools, and would die in nature without them. Yet, despite our status as the weakest ape, we are the masters of this planet. Given these inherent deficits, how did humans come out on top? In this fascinating new account of our origins, leading archaeologist Timothy Taylor proposes a new way of thinking about human evolution through our relationship with objects. Drawing on the latest fossil evidence, Taylor argues that at each step of our species' development, humans made choices that caused us to assume greater control of our evolution. Our appropriation of objects allowed us to walk upright, lose our body hair, and grow significantly larger brains. As we push the frontiers of scientific technology, creating prosthetics, intelligent implants, and artificially modified genes, we continue a process that started in the prehistoric past, when we first began to extend our powers through objects. Weaving together lively discussions of major discoveries of human skeletons and artifacts with a reexamination of Darwin's theory of evolution, Taylor takes us on an exciting and challenging journey that begins to answer the fundamental question about our existence: what makes humans unique, and what does that mean for our future?

Applications of Evolutionary Computation

Author : Cecilia Di Chio
Publisher : Springer Science & Business Media
ISBN 13 : 3642205194
Total Pages : 542 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Applications of Evolutionary Computation by : Cecilia Di Chio

Download or read book Applications of Evolutionary Computation written by Cecilia Di Chio and published by Springer Science & Business Media. This book was released on 2011-04-19 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2011, held in Torino, Italy, in April 2011 colocated with the Evo* 2011 events. Thanks to the large number of submissions received, the proceedings for EvoApplications 2011 are divided across two volumes (LNCS 6624 and 6625). The present volume contains contributions for EvoCOMNET, EvoFIN, EvoIHOT, EvoMUSART, EvoSTIM, and EvoTRANSLOC. The 51 revised full papers presented were carefully reviewed and selected from numerous submissions. This volume presents an overview about the latest research in EC. Areas where evolutionary computation techniques have been applied range from telecommunication networks to complex systems, finance and economics, games, image analysis, evolutionary music and art, parameter optimization, scheduling, and logistics. These papers may provide guidelines to help new researchers tackling their own problem using EC.

Adaptation in Natural and Artificial Systems

Author : John H. Holland
Publisher : MIT Press
ISBN 13 : 9780262581110
Total Pages : 236 pages
Book Rating : 4.5/5 (811 download)

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Book Synopsis Adaptation in Natural and Artificial Systems by : John H. Holland

Download or read book Adaptation in Natural and Artificial Systems written by John H. Holland and published by MIT Press. This book was released on 1992-04-29 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.

Applications of Evolutionary Computing

Author : Mario Giacobini
Publisher : Springer
ISBN 13 : 3540787615
Total Pages : 704 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Applications of Evolutionary Computing by : Mario Giacobini

Download or read book Applications of Evolutionary Computing written by Mario Giacobini and published by Springer. This book was released on 2008-04-03 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary computation (EC) techniques are e?cient, nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and simple underlying principles, these me- ods can be used in the context of problem solving, optimization, and machine learning. A large and continuously increasing number of researchers and prof- sionals make use of EC techniques in various application domains. This volume presents a careful selection of relevant EC examples combined with a thorough examination of the techniques used in EC. The papers in the volume illustrate the current state of the art in the application of EC and should help and - spire researchers and professionals to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoWorkshops 2008, which consisted of a range of workshops on application-oriented aspects of EC. Since 1998, EvoWorkshops has provided a unique opportunity for EC researchers to meet and discuss applicationaspectsofECandhasservedasanimportantlink between EC research and its application in a variety of domains. During these ten years new workshops have arisen, some have disappeared, while others have matured to become conferences of their own, such as EuroGP in 2000, EvoCOP in 2004, and EvoBIO last year.

Genetic Programming Theory and Practice XIX

Author : Leonardo Trujillo
Publisher : Springer Nature
ISBN 13 : 9811984603
Total Pages : 272 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Genetic Programming Theory and Practice XIX by : Leonardo Trujillo

Download or read book Genetic Programming Theory and Practice XIX written by Leonardo Trujillo and published by Springer Nature. This book was released on 2023-03-11 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year ́s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the art in GP research.

Evolutionary and Biologically Inspired Music, Sound, Art and Design

Author : Penousal Machado
Publisher : Springer Science & Business Media
ISBN 13 : 3642291414
Total Pages : 246 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Evolutionary and Biologically Inspired Music, Sound, Art and Design by : Penousal Machado

Download or read book Evolutionary and Biologically Inspired Music, Sound, Art and Design written by Penousal Machado and published by Springer Science & Business Media. This book was released on 2012-03-26 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Conference on Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoApplications. Due to its significant growth in the last 10 years, this 10th EvoMUSART event has become an Evo* conference in 2012. The 15 revised full papers and 5 poster papers presented were carefully reviewed and selected from 43 submissions. They cover a wide range of topics reflecting the current state of research in the field, including theory, generation, computer aided creativity, computational creativity, and automation.

Artificial Evolution

Author : El-ghazali Talbi
Publisher : Springer
ISBN 13 : 3540335900
Total Pages : 310 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Artificial Evolution by : El-ghazali Talbi

Download or read book Artificial Evolution written by El-ghazali Talbi and published by Springer. This book was released on 2006-04-28 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 7th International Conference on Artificial Evolution, EA 2005, held in Lille, France, in October 2005. The 26 revised full papers presented were carefully reviewed and selected from 78 submissions. The papers cover all aspects of artificial evolution: genetic programming, machine learning, combinatorial optimization, co-evolution, self-assembling, artificial life and bioinformatics.