YoVDO

Dynamic Graph Algorithms and Their Implementation

Offered By: Society for Industrial and Applied Mathematics via YouTube

Tags

SIAM (Society for Industrial and Applied Mathematics) Courses Graph Theory Courses

Course Description

Overview

Explore dynamic graph algorithms and their implementation in this 56-minute conference talk by Monika Henzinger from the University of Vienna. Gain insights into recent advances in the field, covering both theoretical analysis and empirical evaluations. Delve into topics such as undirected graphs, conditional lower bounds, hierarchical graph decomposition, spanning trees, and local algorithms. Learn about the challenges, advantages, and future directions of dynamic graph algorithms, including their applications in various fields. Engage with audience questions and discover the potential for crossfertilization between different areas of research in this comprehensive presentation organized by the Society for Industrial and Applied Mathematics.

Syllabus

Introduction
Operations
Performance
Motivations
Undirected graphs
Conditional lower bound
Hierarchical graph decomposition
Spanning trees
Segment type
Local algorithms
Random algorithms
Advantages
Other Advantages
Challenges
Data
Batches
Conferences
Summary
Favorite Future Work
Additional Properties
Audience Questions
Crossfertilization


Taught by

Society for Industrial and Applied Mathematics

Related Courses

Aplicaciones de la teoría de grafos a la vida real
Miríadax
Aplicaciones de la Teoría de Grafos a la vida real
Universitat Politècnica de València via UPV [X]
Introduction to Computational Thinking and Data Science
Massachusetts Institute of Technology via edX
Genome Sequencing (Bioinformatics II)
University of California, San Diego via Coursera
Algorithmic Information Dynamics: From Networks to Cells
Santa Fe Institute via Complexity Explorer