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Titlebook: Dynamics and Stochastic Processes; Theory and Applicati Ricardo Lima,Ludwig Streit,Rui Vilela Mendes Conference proceedings 1990 Springer-V

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书目名称Dynamics and Stochastic Processes
副标题Theory and Applicati
编辑Ricardo Lima,Ludwig Streit,Rui Vilela Mendes
视频video
丛书名称Lecture Notes in Physics
图书封面Titlebook: Dynamics and Stochastic Processes; Theory and Applicati Ricardo Lima,Ludwig Streit,Rui Vilela Mendes Conference proceedings 1990 Springer-V
描述The contributions to this volume review the mathematical description of complex phenomena from both a deterministic and stochastic point of view. The interface between theoretical models and the understanding of complexity in engineering, physics and chemistry is explored. The reader will find information on neural networks, chemical dissipation, fractal diffusion, problems in accelerator and fusion physics, pattern formation and self-organisation, control problems in regions of insta- bility, and mathematical modeling in biology.
出版日期Conference proceedings 1990
关键词complexity; diffusion; neural networks; stochastic process; stochastic processes
版次1
doihttps://doi.org/10.1007/3-540-52347-2
isbn_softcover978-3-662-13797-0
isbn_ebook978-3-540-46969-8Series ISSN 0075-8450 Series E-ISSN 1616-6361
issn_series 0075-8450
copyrightSpringer-Verlag Berlin Heidelberg 1990
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Learning in neural networks,n supervised learning from examples and provide a brief introduction to two of the most widely used learning procedures, “Error Backpropagation” and ”Boltzmann Machine Learning”. Both procedures can be viewed as strategies to minimize a suitably chosen error measure, and their performance depends on
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Sustained chemical dissipative structures some recent developments,, J. Boissonade, P. De Kepper, E. Dulos, J. Elezgaray, Q. Ouyang, J.C. Roux) and members of the “Center for nonlinear dynamics”, Austin (W. Horsthemke, Z. Noszticzius, J. Pearson, H. Swinney, W. Tam, J. Vastano) as a part of a joint research project supported by the B.P. Venture Research Unit.
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On a Cantor structure in a satellite scattering problem,rting with two satellites on circular, coplanar and close orbits. We numerically find that this family exhibits a large number of discontinuities, probably an infinite number. This phenomenon seems to be due to the existence of homoclinic and heteroclinic points of unstable periodic orbits. We model
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Deterministic chaos versus random noise: Finite correlation dimension for colored noises with powerion. This result is a counter-example to the traditional expectation that stochastic processes lead to a non convergence of the correlation dimension in computed or measured time series. These results also indicate that the observation of a finite dimension from the analysis of one or a few time ser
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