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CREATIVE EVOLUTIONARY SYSTEMS (THE MORGAN KAUFMANN SERIES By David W. Corne VG
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- ISBN-10
- 1558606734
- Book Title
- Creative Evolutionary Systems (The Morgan Kaufmann Series in
- Genre
- COMPUTERS
- Item Height
- 9.54 inches
- ISBN
- 9781558606739
- Subject Area
- Computers
- Publication Name
- Creative Evolutionary Systems
- Item Length
- 9.2 in
- Publisher
- Elsevier Science & Technology
- Subject
- Computer Graphics, Programming / Algorithms, Intelligence (Ai) & Semantics
- Publication Year
- 2001
- Series
- The Morgan Kaufmann Series in Artificial Intelligence Ser.
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Width
- 7.4 in
- Item Weight
- 45.1 Oz
- Number of Pages
- 576 Pages
關於產品
Product Information
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. * Explores the use of evolutionary computation to generate novel creations including contemporary melodies, photo-realistic faces, jazz music in collaboration with a human composer, architectural designs, working electronic circuits, novel aircraft maneuvers, two- and three-dimensional art, and original proteins. * Presents resulting designs in black-and-white and color illustrations. * Includes a twin-format audio/CD-ROM with evolved music and hands-on activities for the reader, including evolved images, animations, and source-code related to the text. * Describes in full the methods used so that readers with sufficient skill and interest can replicate the work and extend it. * Is written for a general computer science audience, providing coherent and unified treatment across multiple disciplines.
Product Identifiers
Publisher
Elsevier Science & Technology
ISBN-10
1558606734
ISBN-13
9781558606739
eBay Product ID (ePID)
1884539
Product Key Features
Publication Name
Creative Evolutionary Systems
Format
Hardcover
Language
English
Subject
Computer Graphics, Programming / Algorithms, Intelligence (Ai) & Semantics
Publication Year
2001
Series
The Morgan Kaufmann Series in Artificial Intelligence Ser.
Type
Textbook
Subject Area
Computers
Number of Pages
576 Pages
Dimensions
Item Length
9.2 in
Item Width
7.4 in
Item Weight
45.1 Oz
Additional Product Features
LCCN
2001-090636
Intended Audience
College Audience
Lc Classification Number
Qa76.618.B46 2002
Reviews
This volume shows the current state of the art, and the science, of evolutionary creativity. It shows what can--and equally important, what can't--be done at the turn of the new millennium. What will have been achieved by the turn of the next one is anyone's guess. Meanwhile, it's intriguing, it's instructive, it's difficult, and it's fun! --Margaret Boden, author of The Creative Mind, editor of Dimensions of Creativity
Table of Content
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, Jônatas 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
Copyright Date
2002
Dewey Decimal
005.1
Dewey Edition
21
Illustrated
Yes
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