Cooperative multi-knowledge learning control system for obstacle consideration

A safe and reliable control operation can be difficult due to limitations in operator’s skills. A self-developing control system could help assist or even replaces the operators in providing the required control operations. However, the self-developing control system is lack of flexibility in determ...

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Main Authors: Syafiq Fauzi, Kamarulzaman, Yasunobu, Seiji
Format: Conference or Workshop Item
Language:English
Published: Springer 2014
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/30441/1/Cooperative%20multi-knowledge%20learning%20control%20system%20for%20obstacle%20consideration.pdf
http://umpir.ump.edu.my/id/eprint/30441/
https://doi.org/10.1007/978-3-319-08855-6_51
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spelling my.ump.umpir.304412021-04-26T08:13:55Z http://umpir.ump.edu.my/id/eprint/30441/ Cooperative multi-knowledge learning control system for obstacle consideration Syafiq Fauzi, Kamarulzaman Yasunobu, Seiji QA76 Computer software A safe and reliable control operation can be difficult due to limitations in operator’s skills. A self-developing control system could help assist or even replaces the operators in providing the required control operations. However, the self-developing control system is lack of flexibility in determining the necessary control option in multiple conditions where a human operator usually prevails by experiences in optimizing priority. Here, a cooperative multi-knowledge learning control system is proposed in providing flexibility for determining priority in control options, within multiple conditions by considering the required self-developing control knowledge in fulfilling these conditions. The results show that the system was able to provide consideration in prioritizing the use of the required control knowledge of the condition assigned. Springer 2014 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/30441/1/Cooperative%20multi-knowledge%20learning%20control%20system%20for%20obstacle%20consideration.pdf Syafiq Fauzi, Kamarulzaman and Yasunobu, Seiji (2014) Cooperative multi-knowledge learning control system for obstacle consideration. In: Communications in Computer and Information Science; 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, IPMU 2014, 15 - 19 July 2014 , Montpellier, France. pp. 506-515., 443 (2). ISSN 1865-0929 ISBN 9783319088549 https://doi.org/10.1007/978-3-319-08855-6_51
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
spellingShingle QA76 Computer software
Syafiq Fauzi, Kamarulzaman
Yasunobu, Seiji
Cooperative multi-knowledge learning control system for obstacle consideration
description A safe and reliable control operation can be difficult due to limitations in operator’s skills. A self-developing control system could help assist or even replaces the operators in providing the required control operations. However, the self-developing control system is lack of flexibility in determining the necessary control option in multiple conditions where a human operator usually prevails by experiences in optimizing priority. Here, a cooperative multi-knowledge learning control system is proposed in providing flexibility for determining priority in control options, within multiple conditions by considering the required self-developing control knowledge in fulfilling these conditions. The results show that the system was able to provide consideration in prioritizing the use of the required control knowledge of the condition assigned.
format Conference or Workshop Item
author Syafiq Fauzi, Kamarulzaman
Yasunobu, Seiji
author_facet Syafiq Fauzi, Kamarulzaman
Yasunobu, Seiji
author_sort Syafiq Fauzi, Kamarulzaman
title Cooperative multi-knowledge learning control system for obstacle consideration
title_short Cooperative multi-knowledge learning control system for obstacle consideration
title_full Cooperative multi-knowledge learning control system for obstacle consideration
title_fullStr Cooperative multi-knowledge learning control system for obstacle consideration
title_full_unstemmed Cooperative multi-knowledge learning control system for obstacle consideration
title_sort cooperative multi-knowledge learning control system for obstacle consideration
publisher Springer
publishDate 2014
url http://umpir.ump.edu.my/id/eprint/30441/1/Cooperative%20multi-knowledge%20learning%20control%20system%20for%20obstacle%20consideration.pdf
http://umpir.ump.edu.my/id/eprint/30441/
https://doi.org/10.1007/978-3-319-08855-6_51
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score 13.160551