Artificial Life Models in Software PDF Download
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Author: Maciej Komosinski
Publisher: Springer Science & Business Media
ISBN: 1848822855
Category : Computers
Languages : en
Pages : 450
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Book Description
The advent of powerful processing technologies and the advances in software development tools have drastically changed the approach and implementation of computational research in fundamental properties of living systems through simulating and synthesizing biological entities and processes in artificial media. Nowadays realistic physical and physiological simulation of natural and would-be creatures, worlds and societies becomes a low-cost task for ordinary home computers. The progress in technology has dramatically reshaped the structure of the software, the execution of a code, and visualization fundamentals. This has led to the emergence of novel breeds of artificial life software models, including three-dimensional programmable simulation environment, distributed discrete events platforms and multi-agent systems. This second edition reflects the technological and research advancements, and presents the best examples of artificial life software models developed in the World and available for users.
Author: Maciej Komosinski
Publisher: Springer Science & Business Media
ISBN: 1848822855
Category : Computers
Languages : en
Pages : 450
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Book Description
The advent of powerful processing technologies and the advances in software development tools have drastically changed the approach and implementation of computational research in fundamental properties of living systems through simulating and synthesizing biological entities and processes in artificial media. Nowadays realistic physical and physiological simulation of natural and would-be creatures, worlds and societies becomes a low-cost task for ordinary home computers. The progress in technology has dramatically reshaped the structure of the software, the execution of a code, and visualization fundamentals. This has led to the emergence of novel breeds of artificial life software models, including three-dimensional programmable simulation environment, distributed discrete events platforms and multi-agent systems. This second edition reflects the technological and research advancements, and presents the best examples of artificial life software models developed in the World and available for users.
Author: Andrew Adamatzky
Publisher: Springer Science & Business Media
ISBN: 1846282144
Category : Computers
Languages : en
Pages : 350
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Book Description
An informal introduction and guidance to modern software tools for modeling and simulation of life-like phenomena, this book offers detailed reviews of contemporary software for artificial life for both professionals and amateurs.
Author: Rodney Allen Brooks
Publisher: MIT Press
ISBN: 9780262521901
Category : Computers
Languages : en
Pages : 462
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Book Description
This book brings together contributions to the Fourth Artificial Life Workshop, held at the Massachusetts Institute of Technology in the summer of 1994.
Author: Mark Ward
Publisher: Macmillan
ISBN: 1466874309
Category : Computers
Languages : en
Pages : 295
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Book Description
Harmless artificial life forms are on the loose on the Internet. Computer viruses and even robots are now able to evolve like their biological counterparts. Telecommunications companies are sending small packets of software to go forth and multiply to cope with ever-increasing telephone traffic. Protein-based computers are on the agenda, and a team in Japan is building an organic brain as clever as a kitten. Welcome to the startling world of Artificial Life. Artificial Life scientists are taking inanimate materials such as computer software and robots and making them behave just like living organisms. In the process they are discovering much about what drives evolution and just what it means to say that something is alive. Virtual Organisms traces the origins of this field from the days when it was practiced by a few maverick scientists to the present and the current boom in Alife research. Leading technology correspondent Mark Ward presents a fascinating survey of current ideas about the origins of life and the engines of evolution. Through interviews with leading developers of Artificial Life, and through his own compelling research, Ward shows how the convergence of technology with biology has enormous implications. In an accessible, entertaining manner, Virtual Organisms reveals an unexplored avenue in predicting the future of Artificial Life, and whether new forms of Alife may be evolving beyond their designer's control.
Author: Phil Husbands
Publisher: MIT Press
ISBN: 9780262581578
Category : Computers
Languages : en
Pages : 608
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Book Description
Topics include self-organization, the origins of life, natural selection, evolutionary computation, neural networks, communication, artificial worlds, software agents, philosophical issues in artificial life, ethical problems, and learning and development. Researchers in artificial life attempt to use the physical representation of lifelike phenomena to understand the organizational principles underlying the dynamics of living systems. The goal of the 1997 European Conference on Artificial Life is to provoke new understandings of the relationships between the natural and the artificial. Topics include self-organization, the origins of life, natural selection, evolutionary computation, neural networks, communication, artificial worlds, software agents, philosophical issues in artificial life, ethical problems, and learning and development.
Author: Guy W. Lecky-Thompson
Publisher: Charles River Media
ISBN:
Category : Computers
Languages : en
Pages : 360
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Book Description
"Course technology Cengage learning"--Cover.
Author: Stefan Helmreich
Publisher: Univ of California Press
ISBN: 0520208005
Category : Computers
Languages : en
Pages : 334
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Book Description
Looks at the emerging field of artificial life - the product of imagination - a mix of biology, mythology and technology.
Author: Sarah Kember
Publisher: Psychology Press
ISBN: 9780415240277
Category : Artificial life
Languages : en
Pages : 276
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Book Description
Examining the construction, manipulation and re-definition of life in contemporary technoscientific culture, this book aims to re-focus concern on the ethics rather than on the 'nature' of artificial life.
Author: Jon McCormack
Publisher: Springer Science & Business Media
ISBN: 3642317278
Category : Computers
Languages : en
Pages : 441
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Book Description
This interdisciplinary volume introduces new theories and ideas on creativity from the perspectives of science and art. Featuring contributions from leading researchers, theorists and artists working in artificial intelligence, generative art, creative computing, music composition, and cybernetics, the book examines the relationship between computation and creativity from both analytic and practical perspectives. Each contributor describes innovative new ways creativity can be understood through, and inspired by, computers. The book tackles critical philosophical questions and discusses the major issues raised by computational creativity, including: whether a computer can exhibit creativity independently of its creator; what kinds of creativity are possible in light of our knowledge from computational simulation, artificial intelligence, evolutionary theory and information theory; and whether we can begin to automate the evaluation of aesthetics and creativity in silico. These important, often controversial questions are contextualised by current thinking in computational creative arts practice. Leading artistic practitioners discuss their approaches to working creatively with computational systems in a diverse array of media, including music, sound art, visual art, and interactivity. The volume also includes a comprehensive review of computational aesthetic evaluation and judgement research, alongside discussion and insights from pioneering artists working with computation as a creative medium over the last fifty years. A distinguishing feature of this volume is that it explains and grounds new theoretical ideas on creativity through practical applications and creative practice. Computers and Creativity will appeal to theorists, researchers in artificial intelligence, generative and evolutionary computing, practicing artists and musicians, students and any reader generally interested in understanding how computers can impact upon creativity. It bridges concepts from computer science, psychology, neuroscience, visual art, music and philosophy in an accessible way, illustrating how computers are fundamentally changing what we can imagine and create, and how we might shape the creativity of the future. Computers and Creativity will appeal to theorists, researchers in artificial intelligence, generative and evolutionary computing, practicing artists and musicians, students and any reader generally interested in understanding how computers can impact upon creativity. It bridges concepts from computer science, psychology, neuroscience, visual art, music and philosophy in an accessible way, illustrating how computers are fundamentally changing what we can imagine and create, and how we might shape the creativity of the future.
Author: Wolfgang Banzhaf
Publisher: Springer Nature
ISBN: 9819938147
Category : Computers
Languages : en
Pages : 764
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Book Description
This book, written by leading international researchers of evolutionary approaches to machine learning, explores various ways evolution can address machine learning problems and improve current methods of machine learning. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines. Readers find reviews of application areas and can discover large-scale, real-world applications of evolutionary machine learning to a variety of problem domains. This book will serve as an essential reference for researchers, postgraduate students, practitioners in industry and all those interested in evolutionary approaches to machine learning.
