This study first introduced the theory-based and evidence-based aspects of creativity theory in terms of the cognitive psychology and computational psychology. By means of the above, the creativity emphasized by the creative cognition was analyzed. The focus was to assess the ability of creative problem-solving in actual and simulated context. Therefore, the present study attempted to suggest several creatively-gifted students selection strategies in terms of the selection criteria generalized.