Creative evolutionary systems
著者
書誌事項
Creative evolutionary systems
Morgan Kaufmann Publishers, [2001?], c2002
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注記
"Copyright 2002 by Academic Press" -- Verso t.p.
Includes bibliographical references and index
内容説明・目次
内容説明
The use of evolution for creative problem solving is one of the most exciting and potentially significant areas in computer science today. Evolutionary computation is a way of solving problems, or generating designs, using mechanisms derived from natural evolution. This book concentrates on applying important ideas in evolutionary computation to creative areas, such as art, music, architecture, and design. It shows how human interaction, new representations, and approaches such as open-ended evolution can extend the capabilities of evolutionary computation from optimization of existing solutions to innovation and the generation of entirely new and original solutions. This book takes a fresh look at creativity, exploring what it is and how the actions of evolution can resemble it. Examples of novel evolved solutions are presented in a variety of creative disciplines. The editors have compiled contributions by leading researchers in each discipline. If you are a savvy and curious computing professional, a computer-literate artist, musician or designer, or a specialist in evolutionary computation and its applications, you will find this a fascinating survey of the most interesting work being done in the area today.
目次
PART I - Evolutionary CreativityChapter 1 - Creativity in Evolution: Individuals, Interactions, and EnvironmentsBy Tim TaylorChapter 2 - Recognizability of the Idea: The Evolutionary Process of ArgeniaBy Celestino SodduChapter 3 - Breeding Aesthetic Objects: Art and Artificial EvolutionBy Mitchell WhitelawChapter 4 - The Beer Can Theory of CreativityBy Liane GaboraPART II Evolutionary Music Chapter 5 - GenJam: Evolution of a Jazz ImproviserBy John A. BilesChapter 6 - On the Origins and Evolution of Music in Virtual WorldsBy Eduardo Reck MirandaChapter 7 - Vox Populi: Evolutionary Computation for Music EvolutionBy Artemis Moroni, Jonatas Manzolli, Fernando Von Zuben, and Ricardo GudwinChapter 8 - The Sound Gallery-An Interactive A-Life ArtworkBy Sam Woolf and Adrian ThompsonPART III Creative Evolutionary Design Chapter 9 - Creative Design and the Generative Evolutionary ParadigmBy John Frazer Chapter 10 - Genetic Programming: Biologically Inspired Computation That Exhibits Creativity in Producing Human-Competitive Results By John R. Koza, Forrest H. Bennett III, David Andre, andMartin A. KeaneChapeter 11 - Toward a Symbiotic Coevolutionary Approach to Architecture By Helen JacksonChapter 12 - Using Evolutionary Algorithms to Aid Designers of Architectural StructuresBy Peter von BuelowPART IV Evolutionary ArtChapter 13 - Eons of Genetically Evolved Algorithmic ImagesBy Steven RookeChapter 14 - Art, Robots, and Evolution as a Tool for CreativityBy Luigi Pagliarini and Henrik Hautop LundChapter 15 - Stepping Stones in the Mist By Paul BrownChapter 16 - Evolutionary Generation of Faces 409By Peter J. B. Hancock and Charlie D. FrowdChapter 17 - The Escher Evolver: Evolution to the People By A. E. Eiben, R. Nabuurs, and I. BooijPART V Evolutionary Innovation Chapter 18 - The Genetic Algorithm as a Discovery Engine: StrangeCircuits and New Principles By Julian F. Miller, Tatiana Kalganova, Natalia Lipnitskaya, and Dominic JobChapter 19 - Discovering Novel Fighter Combat Maneuvers:Simulating Test Pilot CreativityBy R. E. Smith, B. A. Dike, B. Ravichandran, A. El-Fallah, and R. K. MehraChapter 20 - Innovative Antenna Design Using Genetic AlgorithmsBy Derek S. LindenChapter 21 - Evolutionary Techniques in Physical Robotics By Jordan B. Pollack, Hod Lipson, Sevan Ficici, Pablo Funes,Greg Hornby, and Richard A. WatsonChapter 22 - Patenting of Novel Molecules Designed via Evolutionary Search By Shail Patel, Ian Stott, Manmohan Bhakoo, and Peter Elliott
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