Physarum Learner: A bio-inspired way of learning structure from data

作者：

Highlights：

• A new bio-inspired optimization algorithm is presented.

• It extends the Physarum Solver algorithm.

• It learns Bayesian Network structure from data.

• The algorithm’s performance is shown on artificial and real benchmark networks.

摘要

•A new bio-inspired optimization algorithm is presented.•It extends the Physarum Solver algorithm.•It learns Bayesian Network structure from data.•The algorithm’s performance is shown on artificial and real benchmark networks.

论文关键词：Physarum Learner,Structure learning,Bayesian Network

论文评审过程：Available online 11 March 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.03.002