Solving the unsupervised graph partitioning problem with genetic algorithms: Classical and new encoding representations

2019 ◽  
Vol 137 ◽  
pp. 106025
Author(s):  
Ali Chaouche ◽  
Menouar Boulif
Keyword(s):  
Genetic Algorithms ◽  
Graph Partitioning ◽  
Graph Partitioning Problem ◽  
Partitioning Problem

Learning Algorithm for the Uniform Graph Partitioning Problem

1998 ◽  
Vol 09 (02) ◽  
pp. 331-339 ◽  
Author(s):  
C. B. Chua ◽  
Kan Chen
Keyword(s):  
Graph Partitioning ◽  
Learning Algorithm ◽  
Graph Partitioning Problem ◽  
Simple Implementation ◽  
Partitioning Problem

We study the uniform graph partitioning problem using the learning algorithm proposed by one of us. We discuss the characteristics of the learning algorithm and compare the performance of the algorithm empirically with the Kernighan–Lin algorithm on a range of instances. Even with a simple implementation, the learning algorithm is capable of producing very good results.

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