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Scientific Creativity: Discovery and Invention as Combinatorial.

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This study formalizes scientific creativity using three parameters: initial probability, utility, and prior knowledge. This framework defines personal creativity and distinguishes scientific from artistic creativity.

Keywords:
artscombinatorial creativitydevelopmentpersonalitysciences

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Area of Science:

  • Cognitive Science
  • Philosophy of Science
  • Scientific Creativity

Background:

  • Scientific creativity is often described as combinatorial but lacks precise formulation.
  • Existing models do not adequately capture the nuances of scientific innovation.

Purpose of the Study:

  • To develop a formal, combinatorial framework for understanding scientific creativity.
  • To define personal creativity and explore its implications.
  • To differentiate scientific creativity from artistic creativity.

Main Methods:

  • Formalization using three parameters: initial probability (p), final utility (u), and prior knowledge of utility (v).
  • Development of an 8-fold typology of combinatorial processes.
  • Definition of personal creativity as c=(1-p)u(1-v), representing originality, utility, and surprise.

Main Results:

  • The formalization yields a typology including expertise, irrational, and blind combinations.
  • Personal creativity is defined as the product of originality, utility, and surprise.
  • The framework has six critical implications for understanding creative processes.
  • The study contrasts combinatorial processes, products, and communities in science versus the arts.

Conclusions:

  • Formal combinatorial analysis enhances the understanding of scientific creativity.
  • The proposed framework provides a precise explanation for scientific innovation.
  • Differences in developmental experiences and personality characteristics are implied between scientific and artistic creativity.