Differential-Evolution-Based Coevolution Ant Colony Optimization Algorithm for Bayesian Network Structure Learning

Differential-Evolution-Based Coevolution Ant Colony Optimization Algorithm for Bayesian Network Structure Learning

Learning the Bayesian networks (BNs) structure from data has received increasing attention. Many heuristic algorithms have been introduced to search for the optimal network that best matches the given training data set. To further improve the performance of ant colony optimization (ACO) in learning...

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Bibliographic Details
Main Authors: Xiangyin Zhang, Yuying Xue, Xingyang Lu, Songmin Jia
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Algorithms
Subjects:
bayesian network
ant colony optimization
structure learning
cooperative evolution
differential evolution
Online Access:https://www.mdpi.com/1999-4893/11/11/188

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