Corpus ID: 14411286

Complex Dynamics of Autonomous Communication Networks and the Intelligent Communication Paradigm

@article{Kirilyuk2004ComplexDO,
  title={Complex Dynamics of Autonomous Communication Networks and the Intelligent Communication Paradigm},
  author={A. Kirilyuk},
  journal={arXiv: General Physics},
  year={2004}
}
  • A. Kirilyuk
  • Published 2004
  • Mathematics, Physics
  • arXiv: General Physics
Dynamics of arbitrary communication system is analysed as unreduced interaction process. The applied generalised, universally nonperturbative method of effective potential reveals the phenomenon of dynamic multivaluedness of competing system configurations forced to permanently replace each other in a causally random order, which leads to universally defined dynamical chaos, complexity, fractality, self-organisation, and adaptability. We demonstrate the origin of huge, exponentially high… Expand
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References

SHOWING 1-10 OF 15 REFERENCES
The Universal Dynamic Complexity as Extended Dynamic Fractality: Causally Complete Understanding of Living Systems Emergence and Operation
The unreduced description of any real system with interaction reveals natural emergence of multiple, incompatible system versions, or realisations, formed by dynamic entanglement of the interactingExpand
Universal Symmetry of Complexity and Its Manifestations at Different Levels of World Dynamics
The unreduced, universally nonperturbative analysis of arbitrary interaction process, described by a quite general equation, provides the truly complete, “dynamically multivalued” general solutionExpand
Dynamically Multivalued Self-Organisation and Probabilistic Structure Formation Processes
The unreduced, universally nonperturbative analysis of arbitrary many-body interaction process reveals the irreducible, purely dynamic source of randomness. It leads to the universal definition ofExpand
Emerging Consciousness as a Result of Complex-Dynamical Interaction Process
A quite general interaction process within a multi-component system is analysed by the extended effective potential method, liberated from usual limitations of perturbation theory or integrableExpand
Universal concept of complexity by the dynamic redundance paradigm: Causal randomness, complete wave mechanics, and the ultimate unification of knowledge
The fundamental impasses and ruptures in various domains of the canonical, unitary science, or the 'end of science', become the more and more evident. The natural unity of being is recovered within aExpand
Quantum Field Mechanics: Complex-Dynamical Completion of Fundamental Physics and Its Experimental Implications
This report provides a brief review of recently developed extended framework for fundamental physics, designated as Quantum Field Mechanics and including causally complete and intrinsically unifiedExpand
75 Years of the Wavefunction: Complex-Dynamical Extension of the Original Wave Realism and the Universal Schrödinger Equation
Following Max Planck's hypothesis of quanta (quant-ph/0012069) and the matter wave idea of Louis de Broglie (quant-ph/9911107), Erwin Schrodinger proposed, at the beginning of 1926, the concept ofExpand
Fractals in Biology and Medicine
TLDR
Fractal Landscapes in Physiology & Medicine: Long-Range Correlations in DNA Sequences and Heart Rate Intervals, and how it can be Tuned and Measured. Expand
Quantum chaos and fundamental multivaluedness of dynamical functions
On generalise la methode du potentiel optique pour obtenir description nonperturbative et autocoherente du chaos quantique dans les systemes hamiltoniens. La methode contient une forme modifiee deExpand
Dynamical Diffraction Theory by Optical Potential Methods
Publisher Summary In the past twenty years, there has been a renewed and steadily increasing interest in dynamical diffraction of X-rays and electrons, which is due partly to the availability ofExpand
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