Cognitive modeling of a general-purpose creative system (Creagene model)

Creagene is a multi-purpose, multi-agent creative model that has been designed after investigation of creative humans in science, engineering, management, art and scientific discovery. This model is able to solve problems creatively and generates and interprets figures and statements. In the proposed model, there are six intelligent agents (namely, preprocessor generator, explorer, domain processor, analyzer-examiner and postprocessor) as well as a memory and two libraries. First, the inputs from different domains are obtained, abstracted, and then processed iteratively by the generator and explorative agents. The obtained pre-inventive structures are sent to the domain processor to become particular structures in the desired domain. Next, the analyzer-examiner investigates the structures for novelty and value based on some criteria. If any structure is determined to be creative, it is output to the environment and placed into the library of creative products. Otherwise, it is retained in the usual library for future processing by the postprocessor. In this paper, various aspect of the Creagene model is discussed and three examples are presented.