Scientists usually use a hypergraph model to predict dynamic behaviors. But the opposite problem is interesting, too. What if researchers can observe the dynamics but don't have access to a reliable ...

Yuanzhao Zhang, an SFI Complexity Postdoctoral Fellow ... describe a novel algorithm that can infer the structure of a hypergraph using only the observed dynamics. Their algorithm uses time-series ...

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 ...

The student is also exposed to the notion of a faster algorithm and asymptotic complexity through the ... element of a heap along with their time complexities. Finally, we will study the priority ...

An introduction to the analysis and implementation of algorithms and data structures including linear data structures, trees, graphs, hash tables, searching algorithms, sorting algorithms, ...

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, ...