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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
Authors:  Gou G.;  Zhao Y.;  Li Q.;  Xu Q.
Favorite  |  View/Download:3/0  |  Submit date:2019/04/04
Ant colony optimisation  convergence analysis  EigenAnt Algorithm  stability analysis  swarm intelligence  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Tang, Rui;  Fong, Simon;  Deb, Suash;  Vasilakos, Athanasios V.;  Millham, Richard C.
Favorite  |  View/Download:19/0  |  Submit date:2018/10/30
Dynamic group optimisation algorithm  Metaheuristic algorithm  Neural network  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Conference paper
Authors:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Tang, Rui;  Wong, Raymond;  Dey, Nilanjan
Favorite  |  View/Download:6/0  |  Submit date:2018/10/30
Rhinoceros search algorithm  Elephant search algorithm  Meta-heuristic  Optimization problems  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Trend following in financial time series with multi-objective optimization Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 66,Page: 149-167
Authors:  Jingyuan Liu;  Yain-Whar Si;  Defu Zhang;  Ligang Zhou
Favorite  |  View/Download:37/0  |  Submit date:2018/10/30
Financial Time Series  Technical Analysis  Trend Following  Particle Swarm Optimization  Simulated Annealing  
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 64,Page: 468-479
Authors:  Defu Zhang;  Ruibing Dong;  Yain-Whar Si;  Furong Ye;  Qisen Cai
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
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
Authors:  Zhang, Geng;  Li, Yangmin;  Shi, Yuhui
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
particle swarm optimizer (PSO)  orthogonal experimental design (OED)  swarm intelligence  
Multiple kernel shadowed clustering in approximated feature space Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, China, 6 17, 2018 - 6 22, 2018
Authors:  Zhao, Yin-Ping;  Chen, Long;  Chen, C. L. Philip
Favorite  |  View/Download:6/0  |  Submit date:2018/11/06
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
INFORMATION FUSION, 2018,Volume: 39,Page: 1-24
Authors:  li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Chu, Victor W.
Favorite  |  View/Download:10/0  |  Submit date: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
Authors:  Song, Qun;  Fong, Simon;  Deb, Suash;  Hanne, Thomas
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
swarm intelligence algorithms  wolf search algorithm  self-adaptation  entropy-guided parameter control