摘要
假设人口增长和人类文明是生态退化的主要驱动因素,结合福雷斯特世界动力学模型,利用机器学习的方法,建立了双层通信网络模型(TCNM)来研究生态退化的问题。
Modeling and predicting the Earth's health condition is an intricate problem which should embrace the complexity of Earth's interrelated systems,and take into the consideration of global impacts on local conditions and vice versa.With the assumption that the population and human civilization act as the dominating driver of environment degradation inspired by Forrester's World Dynamic Model,we build a novel people-oriented two-tier communication network model(TCNM)to consider the environment degradation using machine learning approaches.
出处
《数学建模及其应用》
2013年第Z2期90-99,共10页
Mathematical Modeling and Its Applications
关键词
通信协议
机器学习
世界动力学模型
生态预测
communication protocol
machine learning
world dynamic model
ecological prediction
