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Evolution Complexity And Artificial Life
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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 287 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.
Book Synopsis Artificial Life IV by : Rodney Allen Brooks
Download or read book Artificial Life IV written by Rodney Allen Brooks and published by MIT Press. This book was released on 1994 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together contributions to the Fourth Artificial Life Workshop, held at the Massachusetts Institute of Technology in the summer of 1994.
Book Synopsis Artificial Life by : Christopher G. Langton
Download or read book Artificial Life written by Christopher G. Langton and published by MIT Press. This book was released on 1997 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together a series of overview articles that appeared in the first three issues of the groundbreaking journal Artificial Life.
Book Synopsis Artificial Life II by : Christopher G. Langton
Download or read book Artificial Life II written by Christopher G. Langton and published by Westview Press. This book was released on 2003-04-17 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial life is a new field of scientific inquiry that studies biology by attempting to synthesize such biological phenomena as life, evolution, and ecological dynamics within computers and other "artificial" media. In addition to uncovering new ways to study life as we know it, a life extends research to the larger domain of life as it could be, whatever it might be made of and wherever it might be found in the universe.This proceedings volume, based on the second artificial life workshop held in Santa Fe, New Mexico, 1990, reflects the evolution and horizons of this rich field of study, and builds on the proceedings of the seminal first workshop, held at Los Alamos in 1987 (also available from Addison Wesley). This compendium includes more than 30 papers spanning the spectrum of a-life research, from studies of the origin of life to models of complex systems.
Book Synopsis Introduction to Artificial Life by : Christoph Adami
Download or read book Introduction to Artificial Life written by Christoph Adami and published by Springer Science & Business Media. This book was released on 1998 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: For students, researchers and professional scientist eager to gain insight into the emerging frontiers of Artifical Life, Chris Adami's work provides the basic underpinnings for properly understanding this interdisciplinary research area. The CD-ROM accompanying the book invites readers to actively experience artificial evolution in "real time" by using a proprietary simulation software program, AVIDA, which is contained on the CD.
Download or read book Artificial Life written by and published by . This book was released on 2003 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consists of the proceedings of: 1987, Interdisciplinary Workshop on the Synthesis and Simulation of Living Systems; 1990-1992, Artificial Life Workshop; 1994-1996, International Workshop on the Synthesis and Simulation of Living Systems; 1998- , International Conference on Artificial Life.
Book Synopsis The Allure of Machinic Life by : John Johnston
Download or read book The Allure of Machinic Life written by John Johnston and published by MIT Press. This book was released on 2008 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: An account of the creation of new forms of life and intelligence in cybernetics, artificial life, and artificial intelligence that analyzes both the similarities and the differences among these sciences in actualizing life.The Allure of Machinic Life
Book Synopsis Artificial Life by : Christopher Langton
Download or read book Artificial Life written by Christopher Langton and published by Routledge. This book was released on 2019-04-02 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In September 1987, the first workshop on Artificial Life was held at the Los Alamos National Laboratory. Jointly sponsored by the Center for Nonlinear Studies, the Santa Fe Institute, and Apple Computer Inc, the workshop brought together 160 computer scientists, biologists, physicists, anthropologists, and other assorted ""-ists,"" all of whom shared a common interest in the simulation and synthesis of living systems. During five intense days, we saw a wide variety of models of living systems, including mathematical models for the origin of life, self-reproducing automata, computer programs using the mechanisms of Darwinian evolution to produce co-adapted ecosystems, simulations of flocking birds and schooling fish, the growth and development of artificial plants, and much, much more The workshop itself grew out of my frustration with the fragmented nature of the literature on biological modeling and simulation. For years I had prowled around libraries, shifted through computer-search results, and haunted bookstores, trying to get an overview of a field which I sensed existed but which did not seem to have any coherence or unity. Instead, I literally kept stumbling over interesting work almost by accident, often published in obscure journals if published at all."
Book Synopsis Recent Advances In Artificial Life by : Hussein A Abbass
Download or read book Recent Advances In Artificial Life written by Hussein A Abbass and published by World Scientific. This book was released on 2005-11-04 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial life is now a recognized discipline of research with many important applications and software tools. However, many theoretical issues remain unresolved. This book brings together a cross-section of key developments in artificial life, which in turn gives us new insight into the theory of complex systems.The central ideas of the book surround genetics and evolution in an artificial life framework. Topics covered include maintenance of genetic diversity, hierarchical structures and stability of ecosystems. Underpinning these topics are key theoretical developments surrounding network complexity, the development of pattern languages for complex networks and a deeper understanding of the edge of chaos where complex systems live. Practical applications include optimization, gene regulatory networks, modeling the spread of disease and the evolution of ageing.The reader will gain an insight into the mathematical techniques at the core of artificial life and encounter a sufficient diversity of applications to stimulate new directions in their own field.
Book Synopsis Artificial Life VI by : Christoph Adami
Download or read book Artificial Life VI written by Christoph Adami and published by MIT Press. This book was released on 1998 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since their inception in 1987, the Artificial Life meetings have grown from small workshops to truly international conferences, reflecting the fields increasing appeal to researchers in all areas of science.
Book Synopsis Artificial Life and Evolutionary Computation by : Roberto Serra
Download or read book Artificial Life and Evolutionary Computation written by Roberto Serra and published by World Scientific. This book was released on 2010 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Italian community in Artificial Life and Evolutionary computation has grown remarkably in recent years, and this book is the first broad collection of its major interests and achievements (including contributions from foreign countries). The contributions in Artificial Life as well as in Evolutionary Computation allow one to see the deep connections between the two fields. The topics addressed are extremely relevant for present day research in Artificial Life and in Evolutionary Computation, which include important contributions from very well-known researchers. The volume provides a very broad picture of the Italian activities in this field.
Download or read book Chaos and Life written by Richard J. Bird and published by Columbia University Press. This book was released on 2003-11-26 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why, in a scientific age, do people routinely turn to astrologers, mediums, cultists, and every kind of irrational practitioner rather than to science to meet their spiritual needs? The answer, according to Richard J. Bird, is that science, especially biology, has embraced a view of life that renders meaningless the coincidences, serendipities, and other seemingly significant occurrences that fill people's everyday existence. Evolutionary biology rests on the assumption that although events are fundamentally random, some are selected because they are better adapted than others to the surrounding world. This book proposes an alternative view of evolving complexity. Bird argues that randomness means not disorder but infinite order. Complexity arises not from many random events of natural selection (although these are not unimportant) but from the "playing out" of chaotic systems—which are best described mathematically. When we properly understand the complex interplay of chaos and life, Bird contends, we will see that many events that appear random are actually the outcome of order.
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.
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.
Book Synopsis The Engine of Complexity by : John E. Mayfield
Download or read book The Engine of Complexity written by John E. Mayfield and published by Columbia University Press. This book was released on 2013-07-09 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concepts of evolution and complexity theory have become part of the intellectual ether permeating the life sciences, the social and behavioral sciences, and, more recently, management science and economics. In this book, John E. Mayfield elegantly synthesizes core concepts from multiple disciplines to offer a new approach to understanding how evolution works and how complex organisms, structures, organizations, and social orders can and do arise based on information theory and computational science. Intended for the intellectually adventuresome, this book challenges and rewards readers with a nuanced understanding of evolution and complexity that offers consistent, durable, and coherent explanations for major aspects of our life experiences. Numerous examples throughout the book illustrate evolution and complexity formation in action and highlight the core function of computation lying at the work's heart.
Book Synopsis The Evolution of Biological Information by : Christoph Adami
Download or read book The Evolution of Biological Information written by Christoph Adami and published by Princeton University Press. This book was released on 2024-01-16 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Explaining how evolution can account for the complexity of life is a significant question in biology. Whether or not complexity increases, what the mechanisms are that fuel this growth, and indeed even how we define complexity are difficult questions. In this book Christoph Adami draws on two strands of research - experimental evolution and information theory - to forward a mathematical theory that accounts for the evolution of complexity. While accounting for complexity is his primary goal, Adami also argues that information theory can do more for biology than just provide for a measure of complexity. As he argues, everything in biology uses information in one form or another, be it for communication (between cells, or organisms) or for prediction (via molecular as well as neural circuits). As a consequence, we can think of information theory as the unifying framework that allows us to understand complex systems, with biological life being only the prime example"--
Book Synopsis Artificial Life X by : Luis Mateus Rocha
Download or read book Artificial Life X written by Luis Mateus Rocha and published by Bradford Book. This book was released on 2006 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings from the Tenth International Conference on Artificial Life, marking two decades of interdisciplinary research in this growing scientific community.Artificial Life is an interdisciplinary effort to investigate the fundamental properties of living systems through the simulation and synthesis of life-like processes in artificial media. The field brings a powerful set of tools to the study of how high-level behavior can arise in systems governed by simple rules of interaction.This tenth volume marks two decades of research in this interdisciplinary scientific community, a period marked by vast advances in the life sciences. The field has contributed fundamentally to our understanding of life itself through computer models, and has led to novel solutions to complex real-world problems--from disease prevention to stock market prediction--across high technology and human society. The proceedings of the biennial A-life conference--which has grown over the years from a small workshop in Santa Fe to a major international meeting--reflect the increasing importance of the work to all areas of contemporary science.
