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Books > Science & Mathematics > Mathematics > Applied mathematics > Fractals
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Multifractal Processes - Theory and Applications of Complex Fractal Structures (Hardcover, Edition. ed.)
Loot Price: R1,327
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Multifractal Processes - Theory and Applications of Complex Fractal Structures (Hardcover, Edition. ed.)
Series: Applied and Numerical Harmonic Analysis
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Multifractal processes are assuming an increasingly prominent role
in many diverse technical fields such as physics,
telecommunications, biology, mathematics, and engineering. In
Multifractal Processes, the authors offer a comprehensive treatment
of multifractal structures that is unique in its balance between
theory and practical applications. While presenting the theoretical
foundation of multifractals, this self-contained volume encourages
the reader to explore the utility of multifractals for analyzing
physical processes representative of these numerous fields. As a
key strength of Multifractal Processes, the application topics that
are presented provide a step-by-step roadmap for incorporating
multifractal models within a signal processing framework.
Fundamental mathematical concepts are clearly explained in an
intuitively appealing manner by relying on physical insights and
simple geometric models. Similarly, the reader is guided through
the pitfalls associated with processing real data and offered
robust approaches for extracting multifractal information from
noisy data. This volume especially highlights how multifractal
processes permeate the scientific community. The authors employ
numerous examples gleaned from such fields as fluid dynamics,
agent-based simulations, and communication networks to illustrate
both the strengths and weaknesses of multifractal models. Along the
way, analysis tools are developed to aid in the interpretation of
results. Aimed for use by both first-year graduate students and the
practical engineer, this text will appeal to any researcher
desiring to learn the secrets of multifractal processes.
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