Analysis, modeling, and simulation for better understanding of diverse complex natural and social phenomena often require powerful tools and analytical methods. Tractable approaches, however, can be developed with mathematics beyond the common toolbox. This book presents the white noise stochastic calculus, originated by T Hida, as a novel and powerful tool in investigating physical and social systems. The calculus, when combined with Feynman’s summation-over-all-histories, has opened new avenues for resolving cross-disciplinary problems. Applications to real-world complex phenomena are further enhanced by parametrizing non-Markovian evolution of a system with various types of memory functions. This book presents general methods and applications to problems encountered in complex systems, scaling in industry, neuroscience, polymer physics, biophysics, time series analysis, relativistic and nonrelativistic quantum systems.
Christopher C Bernido & Maria Victoria Carpio-bernido
METHODS & APPL OF WHITE NOISE ANALY IN INTERDISCIPLIN SCI [EPUB ebook]
METHODS & APPL OF WHITE NOISE ANALY IN INTERDISCIPLIN SCI [EPUB ebook]
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Language English ● Format EPUB ● Pages 204 ● ISBN 9789814569132 ● File size 9.0 MB ● Publisher World Scientific Publishing Company ● City Singapore ● Country SG ● Published 2014 ● Downloadable 24 months ● Currency EUR ● ID 5528132 ● Copy protection Adobe DRM
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