Creative Evolutionary Systems / Edition 1

Creative Evolutionary Systems / Edition 1

by David W. Corne, Peter J. Bentley
     
 

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

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Overview

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.

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.

Features:

  • 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.

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Product Details

ISBN-13:
9781558606739
Publisher:
Elsevier Science
Publication date:
07/16/2001
Series:
Morgan Kaufmann Series in Artificial Intelligence Series
Edition description:
BK&CD-ROM
Pages:
576
Product dimensions:
7.30(w) x 9.40(h) x 1.40(d)

Table of Contents

PART I - Evolutionary Creativity

Chapter 1 - Creativity in Evolution: Individuals, Interactions, and Environments
By Tim Taylor

Chapter 2 - Recognizability of the Idea: The Evolutionary Process of Argenia
By Celestino Soddu

Chapter 3 - Breeding Aesthetic Objects: Art and Artificial Evolution
By Mitchell Whitelaw

Chapter 4 - The Beer Can Theory of Creativity
By Liane Gabora

PART II Evolutionary Music

Chapter 5 - GenJam: Evolution of a Jazz Improviser
By John A. Biles

Chapter 6 - On the Origins and Evolution of Music in Virtual Worlds
By Eduardo Reck Miranda

Chapter 7 - Vox Populi: Evolutionary Computation for Music Evolution
By Artemis Moroni, Jônatas Manzolli, Fernando Von Zuben, and Ricardo Gudwin

Chapter 8 - The Sound Gallery-An Interactive A-Life Artwork
By Sam Woolf and Adrian Thompson

PART III Creative Evolutionary Design

Chapter 9 - Creative Design and the Generative Evolutionary Paradigm
By 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, and
Martin A. Keane

Chapeter 11 - Toward a Symbiotic Coevolutionary Approach to Architecture
By Helen Jackson

Chapter 12 - Using Evolutionary Algorithms to Aid Designers of Architectural Structures
By Peter von Buelow

PART IV Evolutionary Art

Chapter 13 - Eons of Genetically Evolved Algorithmic Images
By Steven Rooke

Chapter 14 - Art, Robots, and Evolution as a Tool for Creativity
By Luigi Pagliarini and Henrik Hautop Lund

Chapter 15 - Stepping Stones in the Mist
By Paul Brown

Chapter 16 - Evolutionary Generation of Faces 409
By Peter J. B. Hancock and Charlie D. Frowd

Chapter 17 - The Escher Evolver: Evolution to the People
By A. E. Eiben, R. Nabuurs, and I. Booij

PART V Evolutionary Innovation

Chapter 18 - The Genetic Algorithm as a Discovery Engine: Strange
Circuits and New Principles
By Julian F. Miller, Tatiana Kalganova, Natalia Lipnitskaya, and Dominic Job

Chapter 19 - Discovering Novel Fighter Combat Maneuvers:
Simulating Test Pilot Creativity
By R. E. Smith, B. A. Dike, B. Ravichandran, A. El-Fallah, and R. K. Mehra

Chapter 20 - Innovative Antenna Design Using Genetic Algorithms
By Derek S. Linden

Chapter 21 - Evolutionary Techniques in Physical Robotics
By Jordan B. Pollack, Hod Lipson, Sevan Ficici, Pablo Funes,
Greg Hornby, and Richard A. Watson

Chapter 22 - Patenting of Novel Molecules Designed via Evolutionary Search
By Shail Patel, Ian Stott, Manmohan Bhakoo, and Peter Elliott

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