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De Gruyter Complexity and Evolution of Dissipative Systems: An Analytical Approach (de Gruyter Series in Mathematics and Life Sciences): 4

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Description

This book focuses on the dynamic complexity of neural, genetic networks, and reaction diffusion systems. The author shows that all robust attractors can be realized in dynamics of such systems. In particular, a positive solution of the Ruelle-Takens hypothesis for on chaos existence for large class of reaction-diffusion systems is given. The book considers viability problems for such systems - viability under extreme random perturbations - and discusses an interesting hypothesis of M. Gromov and A. Carbone on biological evolution. There appears a connection with the Kolmogorov complexity theory. As applications, transcription-factors-microRNA networks are considered, patterning in biology, a new approach to estimate the computational power of neural and genetic networks, social and economical networks, and a connection with the hard combinatorial problems.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
14 November 2013
Listed Since
06 August 2013

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