Advances and Applications of DSmT for Information Fusion by Florentin Smarandache, Jean Dezert PDF

By Florentin Smarandache, Jean Dezert

ISBN-10: 1931233829

ISBN-13: 9781931233828

This publication provides the new theoretical advances and functions of the Dezert-Smarandache thought (DSmT) of believable and paradoxical reasoning for info fusion. DSmT proposes a brand new mathematical framework to accommodate the combo of doubtful, vague and hugely conflicting assets of data expressed when it comes to generalized simple trust capabilities. DSmT works past the bounds of the Dempster-Shafer idea and proposes a brand new normal rule of mixture which doesn't require a normalization step and works with any types (free DSm, hybrid DSm and Shafer's version) regardless of the measure of clash among resources is. The DSmT is definitely tailored for static and dynamic fusion problematics and permits to paintings on any finite frames (discrete, non-stop and/or hybrid). accordingly it might mix trust capabilities no matter if the refinement of the body of discernment is inaccessible as a result of imprecise, relative, and obscure intrinsic nature of its parts. half 1 of this ebook offers in info the final investigations on DSmT but additionally a few comparable theoretical works with different techniques for info fusion. half 2 of the e-book provides attention-grabbing purposes of DSmT for fixing either educational fusion difficulties and real-world fusion difficulties. accrued works are via S. Corgne, F. Dambreville, M. Daniel, D. De Brucq, J. Dezert, M. Farooq, L. Hubert-Moy, A.-L. Jousselme, S. Kadambe, M. Khoshnevisan, P. D. Konstantinova, P. Maupin, G. Mercier, T. A. Semerdjiev, F. Smarandache, H. sunlight, A. P. Tchamova. The booklet has been introduced in June on the Fusion 2004 convention in Stockholm, Sweden. A moment quantity approximately new functions and advancements of DSmT (Dezert-Smarandache idea of believable, doubtful, and paradoxist details) could be released subsequent 12 months. anyone is invited to give a contribution papers or chapters for this moment collective publication. cut-off date: Fall 2005. Contributed papers might be despatched to Dr. Jean Dezert (jean.dezert@onera.fr, jdezert@yahoo.com, ONERA - French nationwide institution for Aerospace examine, BP seventy two F-92322, Chatillon Cedex, France) and Prof. Florentin Smarandache (smarand@unm.edu, collage of latest Mexico, two hundred collage street, Gallup, NM 87301, USA).

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909-912. , Incertitude, impr´ecision et additivit´e en fusion de donn´ees: point de vue historique, Traitement du Signal, Vol. 13, no. 4, pp. 267-288, 1996. , Bayesian and Dempster-Shafer fusion, S¯adhan¯a, Vol. 29, Part 2, pp. in/sadhana/). , Study of the different methods for combining evidence, SPIE Vol. 635 Applications of Artificial Intelligence III, pp. 384-393, 1986. 2 in Advanced Combinatorics: The Art of Finite and Infinite Expansions, D. Reidel Publ. , pp. 271-273, 1974. ¨ [8] Dedekind R.

M1 (A2 ) ✁ ✲ ✒. ❈ ✄ m2 (B2 ) ✲ . . . ❘ m(An ∩ B2 ) = m1 (An )m2 (B2 ) ❅ ❇ ❈✄ ❇ ✄❈✂✍✂✫✪ ✫✪ ❇✄ ✂ ❈ . . ✄❇✂ ❈ . ❈ ✄✂ ❇ ✬✩ ✬✩ ❈ ❲ ✄✂ ❇◆❇ m(A1 ∩ Bk ) = m 1 (A1 )m 2 (Bk ) . m1 (An ) ✄✂ ✲ m2 (Bk ) ✲ ✒. . . . 5 The hybrid DSm rule of combination When the free DSm model Mf (Θ) does not hold due to the true nature of the fusion problem under consideration which requires to take into account some known integrity constraints, one has to work with a proper hybrid DSm model M(Θ) = Mf (Θ). e. φ(A) = 1 if A ∈ / ∅ and φ(A) = 0 otherwise, where ∅ {∅M , ∅}.

D. Thesis, Nov. , France (also available as Onera Technical Note 1997-2). , A mathematical theory of hints: An approach to Dempster-Shafer theory of evidence, Lectures Notes in Economics and Mathematical Systems, No. 425, Springer-Verlag, 1995. , Mathematical foundations of evidence theory, in G. Coletti, D. Dubois, and R. Scozzafava, editors, Mathematical models for handling partial knowledge in artificial intelligence, pp. 31-64, Plenum Press, 1995. , The dynamic of belief in the Transferable Belief Model and specializationgeneralization matrices, In D.

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