YoVDO

Simple and Fast Rounding Algorithms for Directed and Node Weighted Multiway Cut

Offered By: Hausdorff Center for Mathematics via YouTube

Tags

Approximation Algorithms Courses Linear Programming Courses Graph Theory Courses Algorithm Design Courses Combinatorial Optimization Courses

Course Description

Overview

Explore a lecture on advanced graph theory algorithms focusing on simple and fast rounding techniques for directed and node-weighted multiway cut problems. Delve into the intricacies of the multiway cut problem, where the goal is to remove a minimum-weight subset of edges or nodes to disconnect terminals in a graph. Examine the 2-approximation for directed multiway cut (Dir-MC) and the 2(1-1/k) approximation for node-weighted multiway cut (Node-MC). Discover extremely simple, near linear-time rounding algorithms that achieve the same approximation ratios using a natural distance-based LP relaxation. Learn about the integrality gap of the LP relaxation for Dir-MC in directed planar graphs with two terminals. Gain insights from this joint work with Chandra Chekuri, presented as part of the Hausdorff Trimester Program on Combinatorial Optimization.

Syllabus

Vivek Madan: Simple and fast rounding algorithms for directed and node weighted multiway cut


Taught by

Hausdorff Center for Mathematics

Related Courses

Linear and Discrete Optimization
École Polytechnique Fédérale de Lausanne via Coursera
Linear and Integer Programming
University of Colorado Boulder via Coursera
Approximation Algorithms Part I
École normale supérieure via Coursera
Approximation Algorithms Part II
École normale supérieure via Coursera
Delivery Problem
University of California, San Diego via Coursera