A factor graph based genetic algorithm

A factor graph based genetic algorithm

We propose a new linkage learning genetic algorithm called the Factor Graph based Genetic Algorithm (FGGA). In the FGGA, a factor graph is used to encode the underlying dependencies between variables of the problem. In order to learn the factor graph from a population of potential solutions, a symme...

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Bibliographic Details
Main Authors: Helmi B. Hoda, Rahmani Adel T., Pelikan Martin
Format: Article
Language:English
Published: Sciendo 2014-09-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
optimization problems
genetic algorithms
estimation of distribution algorithms
factor graph
matrix factorization
Online Access:https://doi.org/10.2478/amcs-2014-0045

Internet

https://doi.org/10.2478/amcs-2014-0045

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