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A mathematical analysis of improved EigenAnt algorithm Journal article
Journal of Experimental and Theoretical Artificial Intelligence, 2019,Volume: 31,Issue: 2,Page: 291-309
作者:  Gou G.;  Zhao Y.;  Li Q.;  Xu Q.
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/04
Ant colony optimisation  convergence analysis  EigenAnt Algorithm  stability analysis  swarm intelligence  
Swarm intelligence: past, present and future Conference paper
作者:  Yang, Xin-She;  Deb, Suash;  Zhao, Yu-Xin;  Fong, Simon;  He, Xingshi
收藏  |  浏览/下载:14/0  |  提交时间:2018/10/30
Swarm intelligence  Nature-inspired algorithms  Optimization  Self-organization  Bioinspired computing  Metaheuristics  
Swarm intelligence: past, present and future Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 5923-5933
作者:  Yang X.-S.;  Deb S.;  Zhao Y.-X.;  Fong S.;  He X.
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/13
Bioinspired computing  Metaheuristics  Nature-inspired algorithms  Optimization  Self-organization  Swarm intelligence  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
作者:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Distributed learning particle swarm optimizer for global optimization of multimodal problems Journal article
FRONTIERS OF COMPUTER SCIENCE, 2018,Volume: 12,Issue: 1,Page: 122-134
作者:  Zhang, Geng;  Li, Yangmin;  Shi, Yuhui
收藏  |  浏览/下载:8/0  |  提交时间:2018/10/30
particle swarm optimizer (PSO)  orthogonal experimental design (OED)  swarm intelligence  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
作者:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
收藏  |  浏览/下载:11/0  |  提交时间:2018/10/30
Swarm fusion  Swarm intelligence algorithm  Multi-objective  Crossover rebalancing  Imbalanced data classification  
Gaussian Guided Self-Adaptive Wolf Search Algorithm Based on Information Entropy Theory Journal article
ENTROPY, 2018,Volume: 20,Issue: 1
作者:  Song, Qun;  Fong, Simon;  Deb, Suash;  Hanne, Thomas
收藏  |  浏览/下载:17/0  |  提交时间:2018/10/30
swarm intelligence algorithms  wolf search algorithm  self-adaptation  entropy-guided parameter control  
Gaussian guided self-adaptivewolf search algorithm based on information entropy theory Journal article
Entropy, 2018,Volume: 20,Issue: 1
作者:  Song Q.;  Fong S.;  Deb S.;  Hanne T.
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/13
Entropy-guided parameter control  Self-adaptation  Swarm intelligence algorithms  Wolf search algorithm  
Swarm Intelligence: Today and Tomorrow Conference paper
Proceedings - 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016
作者:  Yang X.-S.;  Fong S.;  He X.;  Deb S.;  Zhao Y.
收藏  |  浏览/下载:1/0  |  提交时间:2019/02/13
Algorithm  bat algorithm  complex systems  cuckoo search  firefly algorithml metaheuristic  nature-inspired  optimization  PSO  self-organization  swarm intelligence  
Recent advances in metaheuristic algorithms: Does the Makara dragon exist? Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3764-3786
作者:  Simon Fong;  Xi Wang;  Qiwen Xu;  Raymond Wong;  Jinan Fiaidhi;  Sabah Mohammed
收藏  |  浏览/下载:4/0  |  提交时间:2019/02/13
Algorithm Design  Metaheuristics  Search Methods  Swarm Intelligence