Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng

Rumor is a social interaction of information, and its development is of great significance to human beings. In this paper, by studying the D K model and a rumor model spreading with rumor latent period, deduces the rumor model with differe nt propagation degrees of the spreaders. The two equilibr...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक: Tang, Yingfeng
स्वरूप: थीसिस
प्रकाशित: 2020
विषय:
_version_ 1849735491039002624
author Tang, Yingfeng
author_facet Tang, Yingfeng
author_sort Tang, Yingfeng
description Rumor is a social interaction of information, and its development is of great significance to human beings. In this paper, by studying the D K model and a rumor model spreading with rumor latent period, deduces the rumor model with differe nt propagation degrees of the spreaders. The two equilibrium points in the system are found through derivation. In real life, enterprises often ignore the reasonable planning of the cost of rumor control. By means of public education and media technology u sing by the authorities to debunk rumors, an optimal control problem i s established. The Pontryagin’s maximum principle is combined with the Hamilton ian function. Bang bang control enables the linear control set U to get the optimal solution in the nonlinear cost problem. MATLAB was used for simulation, and the visualization results of the rumor model were obtained. Finally, the research on rumor is summarized to optimize the cost of rumor control.
format Thesis
id oai:studentsrepo.um.edu.my:11915
institution Universiti Malaya
publishDate 2020
record_format eprints
spelling oai:studentsrepo.um.edu.my:119152021-04-06T17:43:58Z Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng Tang, Yingfeng T Technology (General) Rumor is a social interaction of information, and its development is of great significance to human beings. In this paper, by studying the D K model and a rumor model spreading with rumor latent period, deduces the rumor model with differe nt propagation degrees of the spreaders. The two equilibrium points in the system are found through derivation. In real life, enterprises often ignore the reasonable planning of the cost of rumor control. By means of public education and media technology u sing by the authorities to debunk rumors, an optimal control problem i s established. The Pontryagin’s maximum principle is combined with the Hamilton ian function. Bang bang control enables the linear control set U to get the optimal solution in the nonlinear cost problem. MATLAB was used for simulation, and the visualization results of the rumor model were obtained. Finally, the research on rumor is summarized to optimize the cost of rumor control. 2020-06 Thesis NonPeerReviewed application/pdf http://studentsrepo.um.edu.my/11915/1/Tang_Yingfeng.jpg application/pdf http://studentsrepo.um.edu.my/11915/8/yingfeng.pdf Tang, Yingfeng (2020) Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng. Masters thesis, University Malaya. http://studentsrepo.um.edu.my/11915/
spellingShingle T Technology (General)
Tang, Yingfeng
Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title_full Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title_fullStr Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title_full_unstemmed Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title_short Optimal control of a rumor propagation model with different propagation degrees in social network / Tang Yingfeng
title_sort optimal control of a rumor propagation model with different propagation degrees in social network tang yingfeng
topic T Technology (General)
url-record http://studentsrepo.um.edu.my/11915/
work_keys_str_mv AT tangyingfeng optimalcontrolofarumorpropagationmodelwithdifferentpropagationdegreesinsocialnetworktangyingfeng