A NOVEL METHOD FOR BASIC PROBABILITY ASSIGNMENT IN EVIDENCE THEORY WITH APPLICATION TO MULTIPLE MPC

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MINAGAR SARA; GHADERI REZA; RANJBAR NOEI ABOLFAZL

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Paper Information

Journal: JOURNAL OF SOFT COMPUTING AND INFORMATION TECHNOLOGY (JSCIT) Year:2012 | Volume:1 | Issue:3 Page(s): 37-51

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Title

A NOVEL METHOD FOR BASIC PROBABILITY ASSIGNMENT IN EVIDENCE THEORY WITH APPLICATION TO MULTIPLE MPC

Author(s)

MINAGAR SARA | GHADERI REZA | RANJBAR NOEI ABOLFAZL | Issue Writer Certificate

Keywords

BASIC PROBABILITY ASSIGNMENTQ3

DEMPSTER-SHAFER THEORY OF EVIDENCEQ3

FUZZY SETQ3

MULTIPLE MODEL PREDICTIVE CONTROLQ3

Abstract

Nowadays, DEMPSTER-SHAFER THEORY OF EVIDENCE is widely used in data fusion. This theory is a powerful tool for modelling, combination and inference of uncertain, imprecise and incomplete information. The fundamental object of D-S theory is a primitive function called BASIC PROBABILITY ASSIGNMENT (BPA), which should be determined based on characteristics of the process. How to determine BPA, is still a matter of discussion. In this paper, a novel method is proposed for BASIC PROBABILITY ASSIGNMENT. In the proposed method, BPA is determined for each point according to its distances from the cluster centres, by means of fuzzy membership functions. The proposed method is used to determine the switch signal of a multiple MPC, and simulation results show that it considerably reduces the undesired switching. Moreover, the advantages of the proposed method when compared to one of the conventional methods would be discussed.

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APA: Copy

MINAGAR, SARA, GHADERI, REZA, & RANJBAR NOEI, ABOLFAZL. (2012). A NOVEL METHOD FOR BASIC PROBABILITY ASSIGNMENT IN EVIDENCE THEORY WITH APPLICATION TO MULTIPLE MPC. JOURNAL OF SOFT COMPUTING AND INFORMATION TECHNOLOGY (JSCIT), 1(3), 37-51. SID. https://sid.ir/paper/245887/en

Vancouver: Copy

MINAGAR SARA, GHADERI REZA, RANJBAR NOEI ABOLFAZL. A NOVEL METHOD FOR BASIC PROBABILITY ASSIGNMENT IN EVIDENCE THEORY WITH APPLICATION TO MULTIPLE MPC. JOURNAL OF SOFT COMPUTING AND INFORMATION TECHNOLOGY (JSCIT)[Internet]. 2012;1(3):37-51. Available from: https://sid.ir/paper/245887/en

IEEE: Copy

SARA MINAGAR, REZA GHADERI, and ABOLFAZL RANJBAR NOEI, “A NOVEL METHOD FOR BASIC PROBABILITY ASSIGNMENT IN EVIDENCE THEORY WITH APPLICATION TO MULTIPLE MPC,” JOURNAL OF SOFT COMPUTING AND INFORMATION TECHNOLOGY (JSCIT), vol. 1, no. 3, pp. 37–51, 2012, [Online]. Available: https://sid.ir/paper/245887/en

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