<p>Cognition and artificial intelligence are entering a new era in which the aspects of symbolic manipulation and of connectionism begin to come together. This leads to a dialog of truly interdisciplinary character. The book covers aspects of fuzzy logic, case based reasoning, learning as well as me
Artificial Intelligence and Creativity: An Interdisciplinary Approach
β Scribed by Margaret Boden (auth.), Terry Dartnall (eds.)
- Publisher
- Springer Netherlands
- Year
- 1994
- Tongue
- English
- Leaves
- 444
- Series
- Studies in Cognitive Systems 17
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Creativity is one of the least understood aspects of intelligence and is often seen as `intuitive' and not susceptible to rational enquiry. Recently, however, there has been a resurgence of interest in the area, principally in artificial intelligence and cognitive science, but also in psychology, philosophy, computer science, logic, mathematics, sociology, and architecture and design. This volume brings this work together and provides an overview of this rapidly developing field. It addresses a range of issues. Can computers be creative? Can they help us to understand human creativity? How can artificial intelligence (AI) enhance human creativity? How, in particular, can it contribute to the `sciences of the artificial', such as design? Does the new wave of AI (connectionism, geneticism and artificial life) offer more promise in these areas than classical, symbol-handling AI? What would the implications be for AI and cognitive science if computers could not be creative?
These issues are explored in five interrelated parts, each of which is introducted and explained by a leading figure in the field.
- Prologue (Margaret Boden)
- Part I: Foundational Issues (Terry Dartnall)
- Part II: Creativity and Cognition (Graeme S. Halford and Robert Levinson)
- Part III: Creativity and Connectionism (Chris Thornton)
- Part IV: Creativity and Design (John Gero)
- Part V: Human Creativity Enhancement (Ernest Edmonds)
- Epilogue (Douglas Hofstadter)
For researchers in AI, cognitive science, computer science, philosophy, psychology, mathematics, logic, sociology, and architecture and design; and anyone interested in the rapidly growing field of artificial intelligence and creativity.
β¦ Table of Contents
Front Matter....Pages i-xiv
Front Matter....Pages 1-1
Creativity and Computers....Pages 3-26
Front Matter....Pages 27-27
Introduction: On Having a Mind of Your Own....Pages 29-42
Creativity, Thought and Representational Redescription....Pages 43-62
Connectionism and Cognitive Flexibility....Pages 63-79
Re-Representation and Emergent Information in Three Cases of Problem Solving....Pages 81-92
Psychological Issues in Modelling Creativity....Pages 93-105
GΓΆdelβs Theorem and Creativity....Pages 107-115
Machine Predictability Versus Human Creativity....Pages 117-135
Front Matter....Pages 137-137
Introduction: Creativity and Cognition....Pages 139-144
Tensor Models....Pages 145-159
Experience-Based Creativity....Pages 161-179
Creative Proof Planning....Pages 181-193
Clues to Creativity....Pages 195-208
Front Matter....Pages 209-209
Introduction: Creativity, Connectionism and Guided Walks....Pages 211-215
Creativity, Chaos and Artificial Intelligence....Pages 217-231
The Evolution of Connectionist Networks....Pages 233-243
Why Connectionist Learning Algorithms Need to be More Creative....Pages 245-255
Front Matter....Pages 257-257
Introduction: Creativity and Design....Pages 259-267
Computational Models of Creative Design Processes....Pages 269-281
A Model of Creative Design Using a Genetic Metaphor....Pages 283-293
Front Matter....Pages 257-257
Lateral Translation in Design....Pages 295-307
Creativity, Invention and the Computational Metaphor: Prolegomenon to a Case Study....Pages 309-324
Front Matter....Pages 325-325
Introduction: Computer-Based Systems that Support Creativity....Pages 327-334
Cybernetic Serendipity Revisited....Pages 335-342
Amplifying Designersβ Creativity with Domain-Oriented Design Environments....Pages 343-364
Creativity in Social Sciences....Pages 365-383
Cognitive Support and the Rhythm of Design....Pages 385-402
Front Matter....Pages 403-403
How Could a Copycat Ever be Creative?....Pages 405-424
Back Matter....Pages 425-457
β¦ Subjects
Interdisciplinary Studies; Philosophy of Mind; Computational Linguistics
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