Artificial Intelligence and Creativity: An Interdisciplinary Approach

Series Preface. Foreword. Prologue. Creativity and Computers M. Boden. Part I: Foundational Issues. Introduction: On Having a Mind of Your Own T. Dartnall. Creativity, Thought and Representational Redescription T. Dartnall. Connectionism and Cognitive Flexibility A. Clark. Re-representation and Emergent Information in Three Cases of Problem Solving D. Peterson. Psychological Issues in Modelling Creativity R. Wales, S. Thornton. Godel's Theorem and Creativity G. Priest. Machine Predictability Versus Human Creativity R. McDonough. Part 2: Creativity and Cognition. Introduction: Creativity and Cognition G.S. Halford, R. Levinson. Tensor Models: A Creative Basis for Memory Retrieval and Analogical Mapping J. Wiles, G.S. Halford, J.E.M. Stewart, M.S. Humphreys, J.D. Bain, W.H. Wilson. Experience-Based Creativity R. Levinson. Creative Proof Planning T. Walsh. Clues to Creativity M. Harney. Part 3: Creativity and Connectionism. Introduction: Creativity, Connectionism and Guided Walks C. Thornton. Creativity, Chaos and Artificial Intelligence A. Dekker, P. Farrow. The Evolution of Connectionist Networks Xin Yao. Why Connectionist Learning Algorithms Need to be More Creative C. Thornton. Part 4: Creativity and Design. Introduction: Creativity and Design J.S. Gero. Computational Models of Creative Design Processes J.S. Gero. A Model of Creative Design Using a Genetic Metaphor L. Alem, M.L. Maher. Lateral Translation in Design G. Schmitt, Shen-Guan Shih. Creativity, Invention and the Computational Metaphor: Prolegomenon to a Case Study S. Dasgupta. Part 5: HumanCreativity Enhancement. Introduction: Computer-Based Systems that Support Creativity E. Edmonds. Cybernetic Serendipity Revisited E. Edmonds. Amplifying Designers' Creativity with Domain-Oriented Design Environments G. Fischer, K. Nakakoji. Creativity in Social Sciences: the Computer Enhancement of Qualitative Data Analysis T. Richards, L. Richards. Cognitive Support and the Rhythm of Design M. Sharples. Epilogue. How Could a Copycat ever be Creative? D. Hofstadter. Index of Names. Index of Subjects.