SC13 Home > SC13 Schedule > SC13 Presentation - An Improved Parallel Iterative Algorithm for Stable Matching

SCHEDULE: NOV 16-22, 2013

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An Improved Parallel Iterative Algorithm for Stable Matching

SESSION: Research Poster Reception

EVENT TYPE: Posters, Electronic Posters, and Education Posters

TIME: 5:15PM - 7:00PM

AUTHOR(S):Colin R. White, Enyue Lu

ROOM:Mile High Pre-Function

ABSTRACT:
We propose a parallel algorithm for finding a stable matching that converges in O(n log n) average time using n^2 processors. The algorithm is based on the Parallel Iterative Improvement (PII) algorithm, which finds a stable matching with approximately a 90% success rate. Our algorithm, called the PII-SC algorithm, uses a smart initiation method that decreases the number of iterations to find a stable matching, and also applies a cycle detection method to find a stable matching based on patterns in the preference lists. Both methods decrease the number of times it fails to find a stable matching by three orders of magnitude, and when combined, the chance of failure is less than 10^-7.

Chair/Author Details:

Colin R. White - Amherst College

Enyue Lu - Salisbury University

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