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A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes Journal article
Simulation Modelling Practice and Theory, 2018,Volume: 86,Page: 72-101
Authors:  Yain-Whar Si;  Veng-Ian Chan;  Marlon Dumas;  Defu Zhang
Favorite | View/Download:29/0 | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/10/30
Colored Petri Nets  Genetic Algorithm  Resource Optimization  Business Process Simulation  
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:241/0 | TC[WOS]:1 TC[Scopus]:1 | 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:29/0 | TC[WOS]:5 TC[Scopus]:7 | Submit date:2018/10/30
Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
A hybrid algorithm for a vehicle routing problem with realistic constraints Journal article
INFORMATION SCIENCES, 2017,Volume: 394-395,Page: 167-182
Authors:  Defu Zhang;  Sifan Cai;  Furong Ye;  Yain-Whar Si;  Trung Thanh Nguyen
Favorite | View/Download:29/0 | TC[WOS]:19 TC[Scopus]:33 | Submit date:2018/10/30
Vehicle Routing Problem  Container Loading  Tabu Search  Artificial Bee Colony Algorithm  
Three-stage heuristic algorithm for three-dimensional irregular packing problem Journal article
APPLIED MATHEMATICAL MODELLING, 2017,Volume: 41,Page: 431-444
Authors:  Wu Hongteng;  Leung Stephen C.H.;  Si Yain-whar;  Zhang Defu;  Lin Adi
Favorite | View/Download:27/0 | TC[WOS]:5 TC[Scopus]:7 | Submit date:2018/10/30
Packing  Irregular Packing Problem  Three-stage Heuristic Algorithms  
A hybrid algorithm based on variable neighbourhood for the strip packing problem Journal article
Journal of Combinatorial Optimization, 2016,Volume: 32,Issue: 2,Page: 513-530
Authors:  Defu Zhang;  Yuxin Che;  Furong Ye;  Yain-Whar Si;  Stephen C. H. Leung
Favorite | View/Download:9/0 | TC[WOS]:3 TC[Scopus]:6 | Submit date:2019/02/14
Combinatorial Optimisation  Heuristic Algorithm  Packing Problem  Variable Neighbourhood Search  
Tabu search for the real-world carpooling problem Journal article
Journal of Combinatorial Optimization, 2016,Volume: 32,Issue: 2,Page: 492-512
Authors:  Can Huang;  Defu Zhang;  Yain-Whar Si;  Stephen C. H. Leung
Favorite | View/Download:9/0 | TC[WOS]:5 TC[Scopus]:9 | Submit date:2019/02/14
Carpooling Problem  Routing Problem  Tabu Search  Transportation System  
Run-based exception prediction for workflows Journal article
Journal of Systems and Software, 2016,Volume: 113,Page: 59-75
Authors:  Yain-Whar Si;  Kin-Kuan Hoi;  Robert P. Biuk-Aghai;  Simon Fong;  Defu Zhang
Favorite | View/Download:18/0 | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Run  Temporal Exception Prediction  Workflow  
Modified differential evolution algorithm using a new diversity maintenance strategy for multi-objective optimization problems Journal article
Applied Intelligence, 2015,Volume: 43,Issue: 1,Page: 49-73
Authors:  Bili Chen;  Yangbin Lin;  Wenhua Zeng;  Defu Zhang;  Yain-Whar Si
Favorite | View/Download:10/0 | TC[WOS]:12 TC[Scopus]:17 | Submit date:2019/02/14
Differential Evolution  Multi-objective Optimization Problems  Non-dominated  Pareto-optimal Front  
A decision-making framework for precision marketing Journal article
Expert Systems with Applications, 2015,Volume: 42,Issue: 7,Page: 3357-3367
Authors:  ZhenYou;  Yain-Whar Si;  Defu Zhang;  XiangXiang Zeng;  Stephen C.H. Leung;  Tao Li
Favorite | View/Download:25/0 | TC[WOS]:19 TC[Scopus]:29 | Submit date:2019/02/14
Data Mining  Decision Tree  Decision-making  Forecasting  Precision Marketing