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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국전산응용수학회 Journal of applied mathematics & informatics Journal of applied mathematics & informatics 제35권 제3호
- 발행연도
- 2017.1
- 수록면
- 371 - 385 (15page)
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Jain and Saraswat (2012) introduced new generalized f-information divergence measure, by which we obtained many well known and new information divergences. In this work, we introduce new information inequalities in absolute form on this new generalized divergence by considering convex normalized functions. Further, we apply these inequalities for getting new relations among well known divergences, together with numerical verification. Application to the Mutual information is also presented. Asymptotic approximation in terms of Chi- square divergence is done as well.
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참고문헌 (32)
참고문헌 신청
M.B. Bassat / 1978 / f- Entropies, probability of error and feature selection / Inform. Control 39:227~242
L.M. Bregman / 1967 / The relaxation method to find the common point of convex sets and its applications to the solution of problems in convex programming / USSR Comput. Math. Phys 7:200~217
J. Burbea / 1982 / On the convexity of some divergence measures based on entropy functions / IEEE Trans. on Inform. Theory IT 28:489~495
H.C. Chen / 1973 / Statistical pattern recognition / Hoyderc Book Co
C.K. Chow / 1968 / Approximating discrete probability distributions with dependence trees / IEEE Trans. Inform. Theory 14(3):462~467
L.M. Bregman / 1967 / The relaxation method to find the common point of convex sets and its applications to the solution of problems in convex programming / USSR Comput. Math. Phys 7:200~217
J. Burbea / 1982 / On the convexity of some divergence measures based on entropy functions / IEEE Trans. on Inform. Theory IT 28:489~495
H.C. Chen / 1973 / Statistical pattern recognition / Hoyderc Book Co
C.K. Chow / 1968 / Approximating discrete probability distributions with dependence trees / IEEE Trans. Inform. Theory 14(3):462~467
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