A bio-inspired optimization for inferring interactive networks: Cockroach swarm evolution

作者：

Highlights：

• Some canonical models and their related inherent modeling issues are addressed.

• A cooperative-and-competitive cockroach-inspired swarm evolution (CSE) is developed.

• CSE introduces a hierarchical labor-division computational scheme.

• Both noise-free and noise-contaminated environments are considered.

• In-depth discussion to various cockroaches’ traits in exploration and exploitation is given.

摘要

•Some canonical models and their related inherent modeling issues are addressed.•A cooperative-and-competitive cockroach-inspired swarm evolution (CSE) is developed.•CSE introduces a hierarchical labor-division computational scheme.•Both noise-free and noise-contaminated environments are considered.•In-depth discussion to various cockroaches’ traits in exploration and exploitation is given.

论文关键词：Structure identification,Systems biology,Reverse engineering,Soft computation

论文评审过程：Available online 26 November 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.11.039