Chaos and Dynamical Systems presents an accessible, clear introduction
to dynamical systems and chaos theory, important and exciting areas
that have shaped many scientific fields. While the rules governing
dynamical systems are well-specified and simple, the behavior of many
dynamical systems is remarkably complex. Of particular note, simple
deterministic dynamical systems produce output that appears random and
for which long-term prediction is impossible. Using little math beyond
basic algebra, David Feldman gives readers a grounded, concrete, and
concise overview. In initial chapters, Feldman introduces iterated
functions and differential equations. He then surveys the key concepts
and results to emerge from dynamical systems: chaos and the butterfly
effect, deterministic randomness, bifurcations, universality, phase
space, and strange attractors. Throughout, Feldman examines possible
scientific implications of these phenomena for the study of complex
systems, highlighting the relationships between simplicity and
complexity, order and disorder. Filling the gap between popular
accounts of dynamical systems and chaos and textbooks aimed at
physicists and mathematicians, Chaos and Dynamical Systems will be
highly useful not only to students at the undergraduate and advanced
levels, but also to researchers in the natural, social, and biological
sciences.
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Produktdetaljer
ISBN
9780691189390
Publisert
2019
Utgiver
Princeton University Press
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter