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Author:

Deng, Yong (Deng, Yong.)

Indexed by:

SCIE EI Scopus

Abstract:

Dempster-Shafer evidence theory has been widely used in many applications due to its advantages to handle uncertainty. However, how to measure uncertainty in evidence theory is still an open issue. The main contribution of this paper is that a new entropy, named as Deng entropy, is presented to measure the uncertainty of a basic probability assignment (BPA). Deng entropy is the generalization of Shannon entropy since the value of Deng entropy is identical to that of Shannon entropy when the BPA defines a probability measure. Numerical examples are illustrated to show the efficiency of Deng entropy. (C) 2016 Elsevier Ltd. All rights reserved.

Keyword:

Dempster-Shafer evidence theory Deng entropy Entropy Shannon entropy Uncertainty measure

Author Community:

  • [ 1 ] [Deng, Yong] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Inst Integrated Automat, Xian 710049, Shaanxi, Peoples R China
  • [ 2 ] [Deng, Yong]Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Inst Integrated Automat, Xian 710049, Shaanxi, Peoples R China

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Inst Integrated Automat, Xian 710049, Shaanxi, Peoples R China.

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Source :

CHAOS SOLITONS & FRACTALS

ISSN: 0960-0779

Year: 2016

Volume: 91

Page: 549-553

1 . 4 5 5

JCR@2016

5 . 9 4 4

JCR@2020

ESI Discipline: PHYSICS;

ESI HC Threshold:140

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 265

SCOPUS Cited Count: 369

ESI Highly Cited Papers on the List: 34 Unfold All

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WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 4

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