计算网络中的最大熵流

Calculating Maximum Entropy Flows in Networks

Journal of the Operational Research Society · 1993
被引 74 · 同刊同年前 9%
ABS 3

中文导读

本文提出了在数据不完整的网络中计算链路流最可能值的方法,构建了能处理多种网络问题的最大熵流估计框架,并用供水网络示例展示结果。

Abstract

This paper describes methods for calculating the most likely values of link flows in networks with incomplete data. The object is to present a thorough and rigorous treatment of maximum entropy flow estimation methods and to develop a methodological framework capable of handling different types of network problems. A multiple probability space conditional entropy approach is described for the general network problem. Results are presented and discussed for an example network intended for water supply.

网络流最大熵原理运筹学数据挖掘