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A Simple Analysis of Ranking in General Graphs

Published: November 11, 2025 | arXiv ID: 2511.08801v1

By: Mahsa Derakhshan , Mohammad Roghani , Mohammad Saneian and more

Potential Business Impact:

Finds good matches in complicated groups.

Business Areas:
A/B Testing Data and Analytics

We provide a simple combinatorial analysis of the Ranking algorithm, originally introduced in the seminal work by Karp, Vazirani, and Vazirani [KVV90], demonstrating that it achieves a $(1/2 + c)$-approximate matching for general graphs for $c \geq 0.005$.

Page Count
7 pages

Category
Computer Science:
Data Structures and Algorithms