Back to Search
Start Over
Contribution of maximum entropy principle in the field of queueing theory
- Source :
- Communications in Statistics - Theory and Methods. 45:3464-3472
- Publication Year :
- 2015
- Publisher :
- Informa UK Limited, 2015.
-
Abstract
- In the literature of information theory, there exist many well known measures of entropy suitable for entropy optimization principles towards applications in different disciplines of science and technology. The object of this article is to develop a new generalized measure of entropy and to establish the relation between entropy and queueing theory. To fulfill our aim, we have made use of maximum entropy principle which provides the most uncertain probability distribution subject to some constraints expressed by mean values.
- Subjects :
- Statistics and Probability
Mathematical optimization
Principle of maximum entropy
Maximum entropy thermodynamics
Min entropy
02 engineering and technology
01 natural sciences
Joint entropy
Rényi entropy
010104 statistics & probability
Maximum entropy probability distribution
0202 electrical engineering, electronic engineering, information engineering
Applied mathematics
020201 artificial intelligence & image processing
0101 mathematics
Entropy rate
Joint quantum entropy
Mathematics
Subjects
Details
- ISSN :
- 1532415X and 03610926
- Volume :
- 45
- Database :
- OpenAIRE
- Journal :
- Communications in Statistics - Theory and Methods
- Accession number :
- edsair.doi...........efd557a89ed31eed55edfdac565e0205