ARTICLE
TITLE

Determining Basic Probability Assignment Based on the Improved Similarity Measures of Generalized Fuzzy Numbers

SUMMARY

Dempster-Shafer theory of evidence has been widely used in many data fusion application systems. However, how to determine basic probability assignment, which is the main and the first step in evidence theory, is still an open issue. In this paper, an improved method to determine the similarity measure between generalized fuzzy numbers is presented. The proposed method can overcome the drawbacks of the existing similarity measures. Then, we propose a new method for obtaining basic probability assignment (BPA) based on the proposed similarity measure method between generalized fuzzy numbers. Finally, the efficiency of the proposed method is illustrated by the classification of Iris data.

PAGES
pp. 333 - 347
COLLECTIONS
Computing
Computing

 Articles related

Mia Amelya Lubis    

BERSINAR Village is one of the efforts to prevent and handle drug abuse in the village which is managed independently by the village government together with the village community. In determining the shining village award, a system is needed that can pro... see more


Elly Elly, Hanes Hanes, Joosten Joosten    

In dealing with risks, organizational stakeholders will need risk management to ensure that risks within the organization have been identified and appropriate controls have been implemented in each implementation of the organization's IT infrastructure. ... see more


Pribadi Abthal,Muhammad Hasbi,Kumaratih Sandradewi    

This company always works hard to be at the forefront with modern service standards supported by professional Human Resources. Human Resource Management greatly affects employee dedication and performance. In this regard, the Company has not been able to... see more


Sri Surati,Sri Siswanti,Andriani Kusumaningrum    

Scholarships are a work program that exists in every public, private and madrasah school. The scholarship program is held to ease the burden on students in taking the study period, especially in terms of costs. The decision-making process is basically ch... see more


Soraya Bahrun,Hairil Kurniadi Sirajuddin,Syarifuddin N Kapita    

Abstrak: Banyak bank di Indonesia baik pemerintah atau swasta yang memberikan banyak penawaran dan keunggulan yang berbeda-beda kepada nasabah. Hal ini yang membuat masyarakat umum bimbang dalam menentukan tempat untuk menabung. Penelitian ini dilakukan ... see more