Creative Evolutionary Systems PDF Download

Author: Peter Bentley
Publisher: Morgan Kaufmann
ISBN: 1558606734
Category : Computers
Languages : en
Pages : 618

View

Book Description
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.

Author: Henri Bergson
Publisher:
ISBN:
Category : Evolution
Languages : en
Pages : 444

View

Book Description

Author: Peter Bentley
Publisher: Morgan Kaufmann
ISBN: 9781558606050
Category : Computers
Languages : en
Pages : 482

View

Book Description
"Evolutionary Design By Computers offers an enticing preview of the future of computer-aided design: Design by Darwin." Lawrence J. Fogel, President, Natural Selection, Inc. "Evolutionary design by computers is the major revolution in design thinking of the 20th century and this book is the best introduction available." Professor John Frazer, Swire Chair and Head of School of Design, the Hong Kong Polytechnic University, Author of "An Evolutionary Architecture" "Peter Bentley has assembled and edited an important collection of papers that demonstrate, convincingly, the utility of evolutionary computation for engineering solutions to complex problems in design." David B. Fogel, Editor-in-Chief, IEEE Transactions on Evolutionary Computation Some of the most startling achievements in the use of computers to automate design are being accomplished by the use of evolutionary search algorithms to evolve designs. Evolutionary Design By Computers provides a showcase of the best and most original work of the leading international experts in Evolutionary Computation, Engineering Design, Computer Art, and Artificial Life. By bringing together the highest achievers in these fields for the first time, including a foreword by Richard Dawkins, this book provides the definitive coverage of significant developments in Evolutionary Design. This book explores related sub-areas of Evolutionary Design, including: design optimization creative design the creation of art artificial life. It shows for the first time how techniques in each area overlap, and promotes the cross-fertilization of ideas and methods.

Author: Mihaly Csikszentmihalyi
Publisher: Springer
ISBN: 940179085X
Category : Psychology
Languages : en
Pages : 317

View

Book Description
This first volume of the Collected Works of Mihaly Csikszentmihalyi represents his work on Art and Creativity. Starting with his seminal 1964 study on creativity up to his 2010 publication in Newsweek, the volume spans over four decades of research and writing and clearly shows Csikszentmihalyi’s own development as an academic, psychologist, researcher and person. Unconventional and unorthodox in his approach, Csikszentmihalyi chose the topic of creativity as a field of study believing it would help him be a better psychologist and advance his understanding of how to live a better life. The chapters in this volume trace the history of the study of creativity back to the days of Guilford and research on IQ and Jacob Getzels’ work on creativity and intelligence. Firmly grounded in that history, yet extending it in new directions, Mihaly Csikszentmihalyi started his life-long study on artistic creativity. His first extensive study at the School of the Art Institute of Chicago enabled him to observe, test and interview fine art students drawing in a studio. The study formed the very basis of all his work on the subject and has resulted in several articles, represented in this volume, on such creativity-related concepts as problem solving versus problem finding, the personality of the artist, the influence of the social context, creativity as a social construction, developmental issues and flow. The main contribution to the topic of creativity and also the main concept explored in this volume, is the Systems Model of Creativity. Seven chapters in this volume discuss the development of this conceptual model and theory.

Author: Juan J. Romero
Publisher: Springer Science & Business Media
ISBN: 3540728775
Category : Computers
Languages : en
Pages : 465

View

Book Description
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.

Author: Bor-Sen Chen
Publisher: Academic Press
ISBN: 0128140739
Category : Business & Economics
Languages : en
Pages : 390

View

Book Description
Systems Evolutionary Biology: Biological Network Evolution Theory, Stochastic Evolutionary Game Strategies, and Applications to Systems Synthetic Biology discusses the evolutionary game theory and strategies of nonlinear stochastic biological networks under random genetic variations and environmental disturbances and their application to systematic synthetic biology design. The book provides more realistic stochastic biological system models to mimic the real biological systems in evolutionary process and then introduces network evolvability, stochastic evolutionary game theory and strategy based on nonlinear stochastic networks in evolution. Readers will find remarkable, revolutionary information on genetic evolutionary biology that be applied to economics, engineering and bioscience. Explains network fitness, network evolvability and network robustness of biological networks from the systematic perspective Discusses the evolutionary noncooperative and cooperative game strategies of biological networks Offers detailed diagrams to help readers understand biological networks, their systematic behaviors and the simulational results of evolutionary biological networks Includes examples in every chapter with computational simulation to illustrate the solution procedure of evolutionary theory, strategy and results

Author: Julian F. Miller
Publisher: Springer Science & Business Media
ISBN: 3642173101
Category : Computers
Languages : en
Pages : 346

View

Book Description
Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype–phenotype mapping, in that genes can be noncoding. It has spawned a number of new forms, each improving on the efficiency, among them modular, or embedded, CGP, and self-modifying CGP. It has been applied to many problems in both computer science and applied sciences. This book contains chapters written by the leading figures in the development and application of CGP, and it will be essential reading for researchers in genetic programming and for engineers and scientists solving applications using these techniques. It will also be useful for advanced undergraduates and postgraduates seeking to understand and utilize a highly efficient form of genetic programming.

Author: Colin Martindale
Publisher: Routledge
ISBN: 1351844547
Category : Psychology
Languages : en
Pages : 238

View

Book Description
In this book, well-known scholars describe new and exciting approaches to aesthetics, creativity and psychology of the arts, approaching these topics from a point of view that is biological or related to biology and answering new questions with new methods and theories. All known societies produce and enjoy arts such as literature, music and visual decoration or depiction. Judging from prehistoric archaeological evidence, this arose very early in human development. Furthermore, Darwin was explicit in attributing aesthetic sensitivity to lower animals. These considerations lead us to wonder whether the arts might not be evolutionarily based. Although such an evolutionary basis is not obvious on the face of it, the idea has recently elicited considerable attention. The book begins with a consideration of ten theories on the evolutionary function of specific arts such as music and literature. The theory of evolution was first drawn up in biology, but evolution is not confined to biology: genuinely evolutionary theories of sociocultural change can be formulated. That they need to be formulated is shown in several chapters that discuss regular trends in literature and scientific writings. Psychologists have recently rediscovered the obvious fact that thought and perception occur in the brain, so cognitive science moves ever closer to neuroscience. Several chapters give overviews of neurocognitive and neural network approaches to creativity and aesthetic appreciation. The book concludes with two exciting describing brain-scan research on what happens in the brain during creativity and presenting a close examination of the relationship between genetically transmitted mental disorder and creativity.

Author:
Publisher: Academic Press
ISBN: 0128007133
Category : Psychology
Languages : en
Pages : 538

View

Book Description
Animal Creativity and Innovation explores theories and research on animal innovation and creativity, comparing and contrasting it with theory and research on human creativity and innovation. In doing so, it encompasses findings from psychology, biology, neuroscience, engineering, business, ecology, and education. The book includes examples of animal innovation in parrots, dogs, marine mammals, insects, and primates, exploring parallels from creative play in children. The book defines creativity, differentiating it from play, and looks at evolutionary models and neurological constructs. The book further explores applied aspects of animal innovation and creativity including tool use and group dynamics, as well as barriers to creativity. The final chapters look into how creative behavior may be taught or trained. Each chapter is followed by a commentary for integration of thoughts and ideas between animal and human research, behavioral and cognitive research, and theory and observation in real life. Compares theory and research on animal and human creativity Defines and differentiates creativity from play Reviews applied creativity in tool use and social dynamics Includes examples of animal creativity in multiple species

Author: Asko Riitahuhta
Publisher: Springer Science & Business Media
ISBN: 1402023936
Category : Computers
Languages : en
Pages : 636

View

Book Description
Artificial intelligence provides an environmentally rich paradigm within which design research based on computational constructions can be carried out. This has been one of the foundations for the developing field called "design computing". Recently, there has been a growing interest in what designers do when they design and how they use computational tools. This forms the basis of a newly emergent field called "design cognition" that draws partly on cognitive science. This new conference series aims to provide a bridge between the two fields of "design computing" and "design cognition". The papers in this volume are from the "First International Conference on Design Computing and Cognition" (DCC'04) held at the Massachusetts Institute of Technology, USA. They represent state-of-the art research and development in design computing and cognition. They are of particular interest to researchers, developers and users of advanced computation in design and those who need to gain a better understanding of designing.