Application of complex systems topologies in artificial neural networks optimization: An overview

作者：

Highlights：

• Overview of complex systems structures and topologies.

• Review on application of small-world topology to neural networks.

• Review on application of scale-free topology to neural networks.

• Comparative analysis of neural network optimization methods.

摘要

•Overview of complex systems structures and topologies.•Review on application of small-world topology to neural networks.•Review on application of scale-free topology to neural networks.•Comparative analysis of neural network optimization methods.

论文关键词：Complex systems,Artificial neural networks,Optimization

论文评审过程：Received 19 June 2020, Revised 25 March 2021, Accepted 18 April 2021, Available online 24 April 2021, Version of Record 7 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115073