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Rhinoceros Search Algorithm
Zhonghuan Tian1; Simon Fong1; Rui Tang1; Deb S.2; Wong R.3
2017-10-05
Conference Name2016 3rd International Conference on Soft Computing & Machine Intelligence (ISCMI)
Source PublicationProceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016
Pages18-22
Conference Date23-25 Nov. 2016
Conference PlaceDubai, United Arab Emirates
PublisherIEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA
Abstract

In this paper, a novel metaheuristic search algorithm inspired by rhinoceros' natural behaviour is proposed, namely Rhinoceros Search Algorithm (RSA). Similar to our earlier version called Elephant Search Algorithm, RSA simplifies certain habitual characteristics and stream line the search operations, thereby reducing the number of operational parameters required to configure the model. Via computer simulation, it is shown that RSA is able to outperform certain classical metaheuristic algorithms. Different dimensions of optimization problems are tested, and good results are observed by RSA.

KeywordRhinoceros Search Algorithm Elephant Search Algorithm Meta-heuristic Optimization Problems
DOI10.1109/ISCMI.2016.16
URLView the original
Indexed ByCPCI-S
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence
WOS IDWOS:000644317600004
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Citation statistics
Cited Times [WOS]:4   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Department of Computer and Information Science University of Macau Taipa, Macau SAR
2.Founding President of INNS-India IT & Educational Consultant Ranchi 834010, Jharkhand, India
3.School of Computer Science and Engineering University of New South Wales Sydney, NSW 2052, Australia
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Zhonghuan Tian,Simon Fong,Rui Tang,et al. Rhinoceros Search Algorithm[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA,2017:18-22.
APA Zhonghuan Tian,Simon Fong,Rui Tang,Deb S.,&Wong R..(2017).Rhinoceros Search Algorithm.Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016,18-22.
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