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and process data efficiently using sophisticated data structures and algorithms Design algorithms and analyze their complexity in terms of running time and space usage Create applications that are ...
data structures and their algorithms. Topics include: data and procedural abstraction, amortized data structures, trees and search trees, hash tables, priority queues, graphs, shortest paths, ...
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Mapping dynamical systems: New algorithm infers hypergraph structure from time-series data without prior knowledgeYuanzhao Zhang, an SFI Complexity Postdoctoral ... and his collaborators describe a novel algorithm that can infer the structure of a hypergraph using only the observed dynamics. Their algorithm uses ...
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