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The book introduces a powerful new global perspective for the study of discrete dynamical systems. After first looking at the unique trajectory of a system's future, an algorithm is also presented that directly computes the multiple merging trajectories that may have constituted the system's past. A given set of cellular parameters will, in a sense, crystallize state space into a set of basins of attraction that will typically have the topology of branching trees rooted on attractor cycles. The book makes accessible the explicit portraits of these mathematical objects through computer-generated graphics. (Book/disk package disk requires an 80286, or higher, IBM PC or compatible with 640K of memory, VGA graphics, and DOS 2.0 or higher.
This work investigates the global behavior of one-dimensional cellular automata by mapping their state space into basins of attraction. The author, Andrew Wuensche, utilizes computational algorithms to visualize the trajectory of discrete dynamical systems, providing a framework to analyze both future states and the multiple merging paths that constitute a system's past. By crystallizing state space into branching trees rooted on attractor cycles, the text offers a rigorous mathematical approach to understanding complex system dynamics.
What You Will Find
Researchers and students of complex systems frequently cite this volume as a foundational reference for the visual and mathematical study of cellular automata. Experts highlight the text for its technical clarity and its utility in bridging abstract dynamical theory with concrete computational modeling.
Page Count:
272
Publication Date:
1992-07-01
Publisher:
CRC Press
ISBN-10:
0201557401
ISBN-13:
9780201557404
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