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This book rebraids the strands of creativity, problem solving, cognition and computational creative systems to find out what constitutes a creative problem-solving cognitive system and how we can build one. The author has developed a framework to explore whether a unified set of principles can support a diverse set of creative problem-solving tasks. She then describes the prototype systems that were implemented, and describes the computational and empirical experiments conducted.