Abstract
Creative processes exhibit a new, thus far unrecognized, form of dynamical behavior distinct from the known classes of mechanical and chaotic dynamics. We present quantitative methods of time series analysis that distinguish creative processes from random and chaotic systems. Creative processes exhibit diversification, indicating an expanding phase space volume, which contrasts with processes that converge to equilibrium, or to periodic or chaotic attractors. Creative processes exhibit novelty, that is, they produce less recurrence than obtains from random series. Creative processes exhibit arrangement, a measure of patterned recurrences that indicates nonrandom complexity. These three measures, diversification, novelty, and arrangement, reliably identify creative dynamics and distinguish creativity from chaos and from randomness.
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References
Eckmann, J. P., Kamphorst, S. O. & Ruelle, D. (1987). Recurrence plots of dynamical systems. Europhysics Letters, 4 973-977.
Ekman P., Levenson R.W., & Friesen W.V. (1983). Autonomic nervous system activity distinguishes among emotions. Science, 221, 1208-1210.
Kauffman, L. & Sabelli, H. (1998). The process equation. Cybernetics and Systems 29 345-362.
Malik, M. & Camm, A. J. (1995). Heart rate variability. Armonk, New York: Futura Publ. Co.
Sabelli, H. (1989). Union of opposites. A comprehensive theory of natural and human processes. Lawrenceville, VA: Brunswick Publishing
Sabelli, H. (2000). In Peoria, the weather is biotic. General Systems Bulletin 29 9-10.
Sabelli, H. (2001a). Novelty, a measure of creative organization in natural and mathematical time series. Nonlinear Dynamics, Psychology, and Life Sciences, 5, 89-113.
Sabelli, H. (2001b). The co-creation hypothesis. In Ed. J. Wilby and G. Ragsdell Eds (pp. 19-29). Understanding Complexity Kluwer Academics/Plenum Publishers. London.
Sabelli, H. (in press, a). Arrangement, a measure of nonrandom complexity. Journal of Applied Systems Studies.
Sabelli, H. (in press, b) Bipolar feedback. Encyclopedia of Life Support Systems. UNESCO.
Sabelli, H. & Kauffman L. (1999). The process equation: Formulating and testing the process theory of systems. Cybernetics and Systems, 30 261-294.
Sabelli H.C., Carlson-Sabelli L., Patel M., Zbilut J., Messer J., & Walthall K. (1995). Psychocardiological portraits: A clinical application of process theory. In F. D. Abraham and A. R. Gilgen (Eds). Chaos Theory in Psychology (pp 107-125). Greenwood Publishing Group, Inc., Westport, CT.
Sabelli, H., Carlson-Sabelli, L., Patel, M., & Sugerman, A. (1997) Dynamics and psychodynamics. Process foundations of psychology. Journal Mind and Behavior, 18, 305-334.
Sabelli, H., Sugerman, A., Patel, M., Kauffman, L., Konecki, J., Carlson-Sabelli, L., Abouzeid, A., & Sween, J. (2000). Bios Data Analyzer: Process method to analyze creative processes and its scientific and medical application. Proceedings of the World Congress Systems Sciences, Toronto.
Schwartz G.E., D.A. Weinberger, & J.A. Singer (1981). Cardiovascular differentiation of happiness, sadness, anger and fear following imagery and exercise. Psychosomatic Medicine 43, 343-364.
Sugerman, A., Sabelli, H & Patel, M. (1999). Biotic patterns of economic processes: beyond equilibrium, chaos, and determinism. 43rd Annual Meeting of the International Society for the Systems Sciences, Asilomar, California. Abstracts 391-392.
Webber, C.L., Jr. & Zbilut, J.P. (1994) Dynamical assessment of physiological systems and states using recurrence plot strategies. Journal Applied Physiology, 76 965-973.
Webber, C.L., Jr. & Zbilut, J.P. (1996) Assessing deterministic structures in physiological systems using recurrence plot strategies. In M. Khoo (ed.) Bioengineering Approaches to Pulmonary Physiology and Medicine (pp 137-148). Plenum Press, New York, Chapter 8.
West, B. J., Hamilton, P. & West, D. J. (2000), Random fractal time series and the teen birth phenomenon. Nonlinear Dynamics, Psychology, and Life Sciences, 4, 87-111.
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Sabelli, H., Abouzeid, A. Definition and Empirical Characterization of Creative Processes. Nonlinear Dynamics Psychol Life Sci 7, 35–47 (2003). https://doi.org/10.1023/A:1020410008549
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DOI: https://doi.org/10.1023/A:1020410008549