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A Lasserre SDP Rounding Approximation Algorithm for Max Directed 3-Section

delete2025-03-05
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PRE
AI
李光锋 (Guangfeng Li)
孙剑 (Jian Sun)
D
Donglei Du
X
Xiaoyan Zhang *
DOI:10.26599/TST.2024.9010214delete
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Abstract

Abstract

En 中文
We consider the Max Directed 3-Section problem, which is closely connected to other well-known graph partition problems, such as Max Cut and Max Bisection. Given an arc-weighted directed graph, the goal of the Max Directed 3-Section problem is to partition the vertex set into three disjoint subsets with equal size, while maximizing the total weight of arcs crossing different vertex subsets. By combining the Lasserre hierarchy with the random hyperplane rounding strategy, we propose a polynomial-time algorithm with approximation ratio of 0.489.
Keywords:
Directed graphs
Programming
Approximation algorithms
Partitioning algorithms
MATLAB
Semi-Definite Programming (SDP)
Lasserre hierarchy
approximation algorithm
Max Cut
Max Bisection

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T
Tsinghua Science and Technology
IF:
3.5
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987
Citations:
2.5K

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U
University of New Brunswick
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Nanjing Normal University
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nankai university
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