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Vitality-based elephant search algorithm Journal article
Zhonghuan Tian, Simon Fong, Suash Deb, Rui Tang, Raymond Wong. Vitality-based elephant search algorithm[J]. OPERATIONAL RESEARCH, 2018, 18(3), 841-863.
Authors:  Zhonghuan Tian;  Simon Fong;  Suash Deb;  Rui Tang;  Raymond Wong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.3/2.4 | Submit date：2018/10/30
Elephant Search Algorithm  Vitality  Meta-heuristic  Min-max Strategy  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
Rui Tang, Simon Fong, Suash Deb, Athanasios V. Vasilakos, Richard C Millham. Dynamic group optimisation algorithm for training feed-forward neural networks[J]. NEUROCOMPUTING, 2018, 314, 1-19.
Authors:  Rui Tang;  Simon Fong;  Suash Deb;  Athanasios V. Vasilakos;  Richard C Millham
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:5.5/5.5 | Submit date：2018/10/30
Dynamic Group Optimisation Algorithm  Metaheuristic Algorithm  Neural Network  
A novel algorithm for neural network architecture generation, parameter optimization and feature selection - ParFeatArch generator Conference paper
Ricardo Brito, Simon Fong, Yaoyang WU, Suash Deb. A novel algorithm for neural network architecture generation, parameter optimization and feature selection - ParFeatArch generator[C]:ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, 2018, 17-23.
Authors:  Ricardo Brito;  Simon Fong;  Yaoyang WU;  Suash Deb
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2019/02/13
Particle Swarm Optimization (Pso)  Neural Networks  Feature Selection  Generative Algorithms  
Elephant search algorithm applied to data clustering Journal article
Suash Deb, Zhonghuan Tian, Simon Fong, Raymond Wong, Richard Millham, Kelvin K. L. Wong. Elephant search algorithm applied to data clustering[J]. Soft Computing, 2018, 22(18), 6035-6046.
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Raymond Wong;  Richard Millham; et al.
Favorite | TC[WOS]:20 TC[Scopus]:21 | Submit date：2019/02/13
Data Clustering  Elephant Search Algorithm  Meta-heuristic  Time Series Clustering  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Journal article
Suash Deb, Zhonghuan Tian, Simon Fong, Rui Tang, Raymond Wong, Nilanjan Dey. Solving permutation flow-shop scheduling problem by rhinoceros search algorithm[J]. Soft Computing, 2018, 22(18), 6025-6034.
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Rui Tang;  Raymond Wong; et al.
Favorite | TC[WOS]:13 TC[Scopus]:16 | Submit date：2019/02/13
Rhinoceros Search Algorithm  Elephant Search Algorithm  Meta-heuristic  Optimization Problems  
Gaussian guided self-adaptivewolf search algorithm based on information entropy theory Journal article
Qun Song, Simon Fong, Suash Deb, Thomas Hanne. Gaussian guided self-adaptivewolf search algorithm based on information entropy theory[J]. Entropy, 2018, 20(1).
Authors:  Qun Song;  Simon Fong;  Suash Deb;  Thomas Hanne
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:2.1/2.2 | Submit date：2019/02/13
Swarm Intelligence Algorithms  Wolf Search Algorithm  Self-adaptation  Entropy-guided Parameter Control  
Swarm intelligence in logistics and production planning Book chapter
出自: Swarm Intelligence - Volume 3: Applications:INST ENGINEERING TECH-IET, 2018, 页码:139-166
Authors:  Hanne, Thomas;  Deb, Suash;  Fong, Simon
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/09/30
Logistics  Lot Sizing  Particle Swarm Optimisation  Production Planning  Swarm Intelligence  
Swarm Intelligence: Today and Tomorrow Conference paper
Xin-She Yang, Suash Deb, Simon Fong, Yuxin Zhao, Xingshi He. Swarm Intelligence: Today and Tomorrow[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2017, 219-223.
Authors:  Xin-She Yang;  Suash Deb;  Simon Fong;  Yuxin Zhao;  Xingshi He
Favorite | TC[WOS]:3 TC[Scopus]:9 | Submit date：2019/02/13
Algorithm  Bat Algorithm  Complex Systems  Cuckoo Search  Firefly Algorithml Metaheuristic  Nature-inspired  Optimization  Pso  Self-organization  Swarm Intelligence  
Swarm intelligence: past, present and future Journal article
Xin-She Yang, Suash Deb, Yu-Xin Zhao, Simon Fong, Xingshi He. Swarm intelligence: past, present and future[J]. Soft Computing, 2017, 22(18), 5923-5933.
Authors:  Xin-She Yang;  Suash Deb;  Yu-Xin Zhao;  Simon Fong;  Xingshi He
Favorite | TC[WOS]:72 TC[Scopus]:94 | Submit date：2019/02/13
Swarm Intelligence  Nature-inspired Algorithms  Optimization  Self-organization  Bioinspired Computing  Metaheuristics  
How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics Conference paper
Simon Fong, Suash Deb, Xin-she Yang. How meta-heuristic algorithms contribute to deep learning in the hype of big data analytics[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2017, 3-25.
Authors:  Simon Fong;  Suash Deb;  Xin-she Yang
Favorite | TC[WOS]:38 TC[Scopus]:49 | Submit date：2019/02/13
Deep Learning  Meta-heuristic Algorithm  Neural Network Training  Nature-inspired Computing Algorithms  Algorithm Design