Simulating collective intelligence of bio-inspired competing agents

作者:

Highlights:

• Modeling a stochastic multi-species prey–predator artificial ecosystem with two levels of food chain.

• Investigating the influence of energy flow on the ecosystem lifetime.

• Defining energy variables as functions of behaviors.

• Analyzing model on 11,000 simulations by a Cox univariate analysis and a hazard function.

• Results match the behaviors of real ecosystems.

摘要

•Modeling a stochastic multi-species prey–predator artificial ecosystem with two levels of food chain.•Investigating the influence of energy flow on the ecosystem lifetime.•Defining energy variables as functions of behaviors.•Analyzing model on 11,000 simulations by a Cox univariate analysis and a hazard function.•Results match the behaviors of real ecosystems.

论文关键词:Collective intelligence,Multi-agent system,Survival analysis,Prey–predator model

论文评审过程:Available online 15 March 2016, Version of Record 29 March 2016.

论文官网地址:https://doi.org/10.1016/j.eswa.2016.03.016