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Exponential Self-Organization and Moore’s Law: Measures and Mechanisms

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  • Georgi Yordanov Georgiev
  • Atanu Chatterjee
  • Germano Iannacchione

Abstract

The question of how complex systems become more organized and efficient with time is open. Examples are the formation of elementary particles from pure energy, the formation of atoms from particles, the formation of stars and galaxies, and the formation of molecules from atoms, of organisms, and of the society. In this sequence, order appears inside complex systems and randomness (entropy) is expelled to their surroundings. Key features of self-organizing systems are that they are open and they are far away from equilibrium, with increasing energy flows through them. This work searches for global measures of such self-organizing systems, which are predictable and do not depend on the substrate of the system studied. Our results will help to understand the existence of complex systems and mechanisms of self-organization. In part we also provide insights, in this work, about the underlying physical essence of Moore’s law and the multiple logistic growth observed in technological progress.

Suggested Citation

  • Georgi Yordanov Georgiev & Atanu Chatterjee & Germano Iannacchione, 2017. "Exponential Self-Organization and Moore’s Law: Measures and Mechanisms," Complexity, Hindawi, vol. 2017, pages 1-9, January.
  • Handle: RePEc:hin:complx:8170632
    DOI: 10.1155/2017/8170632
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    2. Geoffrey B. West & James H. Brown & Brian J. Enquist, 1997. "A General Model for the Origin of Allometric Scaling Laws in Biology," Working Papers 97-03-019, Santa Fe Institute.
    3. Kitsak, Maksim & Havlin, Shlomo & Paul, Gerald & Riccaboni, Massimo & Pammolli, Fabio & Stanley, H. Eugene, 2007. "Betweenness Centrality of Fractal and Non-Fractal Scale-Free Model Networks and Tests on Real Networks," MPRA Paper 15907, University Library of Munich, Germany.
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    1. Chatterjee, Atanu & Ban, Takahiko & Iannacchione, Germano, 2022. "Evidence of local equilibrium in a non-turbulent Rayleigh–Bénard convection at steady-state," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 593(C).

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