Calculating Maximum Entropy Flows in Networks

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 n...

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Veröffentlicht in:The Journal of the Operational Research Society. - Taylor & Francis, Ltd.. - 44(1993), 4, Seite 383-396
1. Verfasser: Tanyimboh, T. T. (VerfasserIn)
Weitere Verfasser: Templeman, A. B.
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 1993
Zugriff auf das übergeordnete Werk:The Journal of the Operational Research Society
Schlagworte:Networks Information Theory Engineering Probability Physical sciences Mathematics Behavioral sciences Applied sciences
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520 |a 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. 
540 |a Copyright 1993 The Operational Research Society Limited 
650 4 |a Networks 
650 4 |a Information Theory 
650 4 |a Engineering 
650 4 |a Probability 
650 4 |a Physical sciences  |x Physics  |x Thermodynamics  |x Thermodynamic properties  |x Entropy 
650 4 |a Mathematics  |x Pure mathematics  |x Probability theory  |x Probabilities 
650 4 |a Mathematics  |x Pure mathematics  |x Probability theory  |x Probabilities  |x Conditional probabilities 
650 4 |a Behavioral sciences  |x Psychology  |x Cognitive psychology  |x Decision theory  |x Operations research 
650 4 |a Applied sciences  |x Engineering  |x Transportation  |x Transportation engineering  |x Traffic engineering  |x Traffic estimation 
650 4 |a Mathematics  |x Applied mathematics  |x Statistics  |x Applied statistics  |x Descriptive statistics  |x Statistical distributions  |x Distribution functions  |x Probability distributions 
650 4 |a Physical sciences  |x Earth sciences  |x Hydrology  |x Water resources  |x Water supply 
650 4 |a Physical sciences  |x Physics  |x Mechanics  |x Fluid mechanics  |x Fluid dynamics  |x Fluid flow  |x Flow characteristics  |x Flow velocity 
650 4 |a Physical sciences  |x Physics  |x Thermodynamics  |x Thermodynamic properties  |x Entropy  |x Shannon entropy 
650 4 |a Mathematics  |x Mathematical expressions  |x Equations  |x Equilibrium equations  |x Papers 
655 4 |a research-article 
700 1 |a Templeman, A. B.  |e verfasserin  |4 aut 
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952 |d 44  |j 1993  |e 4  |h 383-396