AI & Optimization

I have the following research publications in the field of Artificial Intelligence(AI), Machine Learning (ML), and Optimization Algorithms & Applications.

  • Xiao-Feng Xie and Zun-Jing Wang. Combined traffic control and route choice optimization for traffic networks with disruptive changes. Transportmetrica B: Transport Dynamics, 7(1): 814-833, 2019. [DOI] [Bibtex]
    @Article{Xie2018RCTC2,
    Title = {Combined traffic control and route choice optimization for traffic networks with disruptive changes},
    Author = {Xiao-Feng Xie and Zun-Jing Wang},
    Journal = {Transportmetrica B: Transport Dynamics},
    Volume = {7},
    number={1},
    Pages = {814-833},
    Doi = {10.1080/21680566.2018.1517059},
    Year = {2019}
    }
  • Xiao-Feng Xie and Zun-Jing Wang. Cooperative group optimization with ants (CGO-AS): Leverage optimization with mixed individual and social learning. Applied Soft Computing, 50: 223-234, 2017. [PDF] [DOI] [Bibtex]
    @Article{Xie2017Ants,
    Title = {Cooperative group optimization with ants (CGO-AS): Leverage optimization with mixed individual and social learning},
    Author = {Xiao-Feng Xie and Zun-Jing Wang},
    Journal = {Applied Soft Computing},
    Year = {2017},
    Pages = {223--234},
    Doi = {10.1016/j.asoc.2016.11.018},
    PDF={http://www.wiomax.com/team/xie/paper/ASOC17.pdf},
    Volume = {50}
    }
  • Xiao-Feng Xie and Zun-Jing Wang. Exploiting problem structure in combinatorial landscapes: A case study on pure mathematics application. In International Joint Conference on Artificial Intelligence (IJCAI), pages 2683-2689, New York, NY, 2016. [PDF] [PPT] [Bibtex]
    @InProceedings{xie2016exploiting,
    title={Exploiting problem structure in combinatorial landscapes: A case study on pure mathematics application},
    author={Xie, Xiao-Feng and Wang, Zun-Jing},
    Booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)},
    Address = {New York, NY},
    Pages = {2683--2689},
    PDF = {http://www.wiomax.com/team/xie/paper/IJCAI16.pdf},
    PPT={http://www.wiomax.com/team/xie/demo/IJCAI16_demo_CombinatorialLandscape.pdf},
    Year = {2016}
    }
  • Yiming Gu, Zhen Qian, and Xiao-Feng Xie. An unsupervised learning approach for analyzing traffic impacts under arterial road closures: Case study of East Liberty in Pittsburgh. In Transportation Research Board (TRB) Annual Meeting, Washington, DC, 2015. [Bibtex]
    @InProceedings{Gu2015,
    Title = {An unsupervised learning approach for analyzing traffic impacts under arterial road closures: Case study of {East Liberty} in {Pittsburgh}},
    Author = {Yiming Gu and Zhen Qian and Xiao-Feng Xie},
    Booktitle = {{Transportation Research Board (TRB) Annual Meeting}},
    Year = {2015},
    Address = {Washington, DC}
    }
  • Xiao-Feng Xie and et al. Smart and Scalable Urban Signal Networks: Methods and Systems for Adaptive Traffic Signal Control. 2015. U.S. Patent, No. 9,159,229 [PDF] [DOI] [Bibtex]
    @misc{Xie2015c2tr,
    author = {Xiao-Feng Xie and {et al}},
    title = {{Smart and Scalable Urban Signal Networks: Methods and Systems for Adaptive Traffic Signal Control}},
    year = {2015},
    note = {U.S. Patent, No. 9,159,229},
    dayfiled = {Oct 13, 2015},
    nationality = {U.S.},
    PDF={http://www.wiomax.com/team/xie/paper/US9159229.pdf},
    LNK={http://patft1.uspto.gov/netacgi/nph-Parser?patentnumber=9159229},
    yearfiled = {2014}
    }
  • Zun-Jing Wang and Xiao-Feng Xie. Optimized particle-based computational simulation method for studying bubble nucleation. In International Symposium on Advances in Computational Heat Transfer (CHT), pages 1781-1784, Piscataway, NJ, USA, 2015. [DOI] [Bibtex]
    @InProceedings{Wang2015,
    Title = {Optimized particle-based computational simulation method for studying bubble nucleation},
    Author = {Zun-Jing Wang and Xiao-Feng Xie},
    Booktitle = {International Symposium on Advances in Computational Heat Transfer (CHT)},
    Year = {2015},
    Pages={1781--1784},
    Doi={10.1615/ICHMT.2015.IntSympAdvComputHeatTransf.1810},
    Address = {Piscataway, NJ, USA}
    }
  • Xiao-Feng Xie, S. Smith, G. Barlow, and Ting-Wei Chen. Coping with real-world challenges in real-time urban traffic control. In Transportation Research Board (TRB) Annual Meeting, number 14-2103, Washington, DC, 2014. [PDF] [PPT] [DOI] [Bibtex]
    @InProceedings{Xie2014a,
    Title = {Coping with real-world challenges in real-time urban traffic control},
    Author = {Xiao-Feng Xie and S. Smith and G. Barlow and Ting-Wei Chen},
    Booktitle = {Transportation Research Board (TRB) Annual Meeting},
    Year = {2014},
    number={14-2103},
    PDF={http://www.wiomax.com/team/xie/paper/TRB14UTC.pdf},
    PPT={http://www.wiomax.com/team/xie/demo/TRB14_demo_Surtrac_Uncertainty.pdf},
    LNK={https://trid.trb.org/View/1288134},
    Address = {Washington, DC}
    }
  • Xiao-Feng Xie, S. Smith, Ting-Wei Chen, and G. Barlow. Real-time traffic control for sustainable urban living. In IEEE International Conference on Intelligent Transportation Systems, pages 1863-1868, Qingdao, China, 2014. [PDF] [PPT] [Video] [DOI] [Bibtex]
    @InProceedings{Xie2014ITSC,
    Title = {Real-time traffic control for sustainable urban living},
    Author = {Xiao-Feng Xie and S. Smith and Ting-Wei Chen and G. Barlow},
    Booktitle = {IEEE International Conference on Intelligent Transportation Systems},
    Address = {Qingdao, China},
    Year = {2014},
    PDF = {http://www.wiomax.com/team/xie/paper/ITSC14.pdf},
    PPT={http://www.wiomax.com/team/xie/demo/ITSC14_demo_MMTC.pdf},
    VID={https://www.youtube.com/watch?v=UBu6QtNiJVY},
    DOI={10.1109/ITSC.2014.6957964},
    Pages = {1863-1868}
    }
  • Xiao-Feng Xie, Yiheng Feng, S. Smith, and Larry K. Head. Unified route choice framework and empirical study in urban traffic control environment. In Transportation Research Board (TRB) Annual Meeting, number 14-2100, Washington, DC, USA, 2014. [PPT] [Bibtex]
    @InProceedings{Xie2014b,
    Title = {Unified route choice framework and empirical study in urban traffic control environment},
    Author = {Xiao-Feng Xie and Yiheng Feng and S. Smith and K. Larry Head},
    Booktitle = {{Transportation Research Board (TRB) Annual Meeting}},
    Year = {2014},
    number={14-2100},
    PPT={http://www.wiomax.com/team/xie/demo/TRB14_demo_RouteChoice.pdf},
    Address = {Washington, DC, USA}
    }
  • Xiao-Feng Xie, Yiheng Feng, S. Smith, and Larry K. Head. Unified route choice framework: Specification and application to urban traffic control. Transportation Research Record, 2466: 105-113, 2014. [PDF] [DOI] [Bibtex]
    @Article{Xie2014bj,
    Title = {Unified route choice framework: Specification and application to urban traffic control},
    Author = {Xiao-Feng Xie and Yiheng Feng and S. Smith and K. Larry Head},
    Journal = {Transportation Research Record},
    Year = {2014},
    Pages = {105--113},
    PDF={http://www.wiomax.com/team/xie/paper/TRB14RCTC.pdf},
    DOI={10.3141/2466-12},
    Volume = {2466}
    }
  • Xiao-Feng Xie, Jiming Liu, and Zun-Jing Wang. A cooperative group optimization system. Soft Computing, 18(3): 469-495, 2014. [PDF] [DOI] [Bibtex]
    @Article{xie2014cooperative,
    Title = {A cooperative group optimization system},
    Author = {Xie, Xiao-Feng and Liu, Jiming and Wang, Zun-Jing},
    Journal = {Soft Computing},
    Year = {2014},
    Number = {3},
    Pages = {469--495},
    Volume = {18},
    PDF={http://www.wiomax.com/team/xie/paper/SOCO14.pdf},
    DOI={10.1007/s00500-013-1069-8},
    Publisher = {Springer}
    }
  • S. Smith, G. Barlow, Xiao-Feng Xie, and Z. Rubinstein. Smart urban signal networks: Initial application of the SURTRAC adaptive traffic signal control system. In International Conference on Automated Planning and Scheduling (ICAPS), pages 434-442, Rome, Italy, 2013. [Bibtex]
    @InProceedings{Smith2013,
    Title = {Smart urban signal networks: Initial application of the {SURTRAC} adaptive traffic signal control system},
    Author = {S. Smith and G. Barlow and Xiao-Feng Xie and Z. Rubinstein},
    Booktitle = {International Conference on Automated Planning and Scheduling (ICAPS)},
    Year = {2013},
    Address = {Rome, Italy},
    Pages = {434--442}
    }
  • Xiao-Feng Xie, S. Smith, and G. Barlow. Coordinated look-ahead scheduling for real-time traffic signal control. In International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 1271-1272, Valencia, Spain, 2012. [PDF] [PPT] [DOI] [Bibtex]
    @InProceedings{Xie2012b,
    Title = {Coordinated look-ahead scheduling for real-time traffic signal control},
    Author = {Xiao-Feng Xie and S. Smith and G. Barlow},
    Booktitle = {{International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)}},
    Year = {2012},
    Address = {Valencia, Spain},
    PDF={http://www.wiomax.com/team/xie/paper/AAMAS12.pdf},
    PPT={http://www.wiomax.com/team/xie/demo/AAMAS12_demo_Surtrac.pdf},
    LNK={http://dl.acm.org/citation.cfm?id=2343958},
    Pages = {1271-1272}
    }
  • Xiao-Feng Xie, S. Smith, and G. Barlow. Schedule-driven coordination for real-time traffic network control. In International Conference on Automated Planning and Scheduling (ICAPS), pages 323-331, Sao Paulo, Brazil, 2012. [PDF] [Video] [Bibtex]
    @InProceedings{Xie2012c,
    Title = {Schedule-driven coordination for real-time traffic network control},
    Author = {Xiao-Feng Xie and S. Smith and G. Barlow},
    Booktitle = {{International Conference on Automated Planning and Scheduling (ICAPS)}},
    Year = {2012},
    PDF={http://www.wiomax.com/team/xie/paper/ICAPS12.pdf},
    VID={https://www.youtube.com/watch?v=d_BCzByquGg},
    Address = {Sao Paulo, Brazil},
    Pages = {323--331}
    }
  • Xiao-Feng Xie. Round-table group optimization for sequencing problems. International Journal of Applied Metaheuristic Computing, 3(4): 1-24, 2012. [PDF] [Code] [DOI] [Bibtex]
    @Article{Xie2012a,
    Title = {Round-table group optimization for sequencing problems},
    Author = {Xiao-Feng Xie},
    Journal = {International Journal of Applied Metaheuristic Computing},
    Year = {2012},
    Number = {4},
    Pages = {1-24},
    PDF={http://www.wiomax.com/team/xie/paper/IJAMC12.pdf},
    DOI={10.4018/jamc.2012100101},
    Code={http://www.wiomax.com/maos-qap},
    Volume = {3}
    }
  • Xiao-Feng Xie, S. Smith, Liang Lu, and G. Barlow. Schedule-driven intersection control. Transportation Research Part C, 24: 168-189, 2012. [PDF] [DOI] [Bibtex]
    @Article{Xie2012,
    Title = {Schedule-driven intersection control},
    Author = {Xiao-Feng Xie and S. Smith and Liang Lu and G. Barlow},
    Journal = {Transportation Research Part C},
    Year = {2012},
    Pages = {168-189},
    Volume = {24},
    PDF={http://www.wiomax.com/team/xie/paper/TRC12.pdf},
    Doi = {10.1016/j.trc.2012.03.004}
    }
  • Xiao-Feng Xie, G. Barlow, S. Smith, and Z. Rubinstein. Platoon-based self-scheduling for real-time traffic signal control. In IEEE International Conference on Intelligent Transportation Systems, pages 879-884, Washington, DC, USA, 2011. [PDF] [Video] [DOI] [Bibtex]
    @InProceedings{Xie2011,
    Title = {Platoon-based self-scheduling for real-time traffic signal control},
    Author = {Xiao-Feng Xie and G. Barlow and S. Smith and Z. Rubinstein},
    Booktitle = {IEEE International Conference on Intelligent Transportation Systems},
    Year = {2011},
    PDF={http://www.wiomax.com/team/xie/paper/ITSC11.pdf},
    VID={https://www.youtube.com/watch?v=gkDsgMG1eg0},
    DOI={10.1109/ITSC.2011.6082849},
    Address = {Washington, DC, USA},
    Pages = {879--884}
    }
  • Xiao-Feng Xie and Jiming Liu. Multiagent optimization system for solving the traveling salesman problem (TSP). IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39(2): 489-502, 2009. [PDF] [Code] [DOI] [Bibtex]
    @Article{xie2009multiagent,
    Title = {Multiagent optimization system for solving the traveling salesman problem ({TSP})},
    Author = {Xiao-Feng Xie and Jiming Liu},
    Journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics},
    Year = {2009},
    Number = {2},
    Pages = {489--502},
    PDF={http://www.wiomax.com/team/xie/paper/TSMCB09.pdf},
    DOI={10.1109/TSMCB.2008.2006910},
    Code={http://www.wiomax.com/maos-tsp},
    Volume = {39}
    }
  • Xiao-Feng Xie and Jiming Liu. Graph coloring by multiagent fusion search. Journal of Combinatorial Optimization, 18(2): 99-123, 2009. [PDF] [Code] [DOI] [Bibtex]
    @Article{xie2009graph,
    Title = {Graph coloring by multiagent fusion search},
    Author = {Xiao-Feng Xie and Jiming Liu},
    Journal = {Journal of Combinatorial Optimization},
    Year = {2009},
    Number = {2},
    Pages = {99--123},
    PDF={http://www.wiomax.com/team/xie/paper/JOCO09.pdf},
    DOI={10.1007/s10878-008-9140-6},
    Code={http://www.wiomax.com/maos-gcp},
    Volume = {18}
    }
  • Minhong Wang, William Kwok-Wai Cheung, Jiming Liu, Xiao-Feng Xie, and Zongwei Luo. On-demand e-supply chain integration: a multi-agent constraint-based approach. Expert Systems with Applications, 34(4): 2683-2692, 2008. [DOI] [Bibtex]
    @Article{Wang2008,
    Title = {On-demand e-supply chain integration: a multi-agent constraint-based approach},
    Author = {Minhong Wang and William Kwok-Wai Cheung and Jiming Liu and Xiao-Feng Xie and Zongwei Luo},
    Journal = {Expert Systems with Applications},
    Year = {2008},
    Number = {4},
    Pages = {2683--2692},
    DOI={10.1016/j.eswa.2007.05.041},
    Volume = {34}
    }
  • Xiao-Feng Xie and Jiming Liu. A mini-swarm for the quadratic knapsack problem. In IEEE Swarm Intelligence Symposium, pages 190-197, Honolulu, HI, USA, 2007. [PDF] [Code] [DOI] [Bibtex]
    @InProceedings{Xie:2007p190,
    Title = {A mini-swarm for the quadratic knapsack problem},
    Author = {Xiao-Feng Xie and Jiming Liu},
    Year = {2007},
    Pages = {190--197},
    Address = {Honolulu, HI, USA},
    PDF={http://www.wiomax.com/team/xie/paper/SIS07.pdf},
    DOI={10.1109/SIS.2007.368045},
    Code={http://www.wiomax.com/maos-qkp},
    Booktitle = {IEEE Swarm Intelligence Symposium}
    }
  • Minhong Wang, William Kwok-Wai Cheung, Jiming Liu, Xiao-Feng Xie, and Zongwei Luo. E-service/process composition through multi-agent constraint management. In International Conference on Business Process Management (BPM), pages 274-289, Vienna, Austria, 2006. [DOI] [Bibtex]
    @InProceedings{Wang2006,
    Title = {E-service/process composition through multi-agent constraint management},
    Author = {Minhong Wang and William Kwok-Wai Cheung and Jiming Liu and Xiao-Feng Xie and Zongwei Luo},
    Booktitle = {International Conference on Business Process Management (BPM)},
    Address = {Vienna, Austria},
    Year = {2006},
    DOI={10.1007/11841760_19},
    Pages = {274--289}
    }
  • Xiao-Feng Xie and Jiming Liu. How autonomy oriented computing (AOC) tackles a computationally hard optimization problems. In International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), pages 646-653, Hakodate, Japan, 2006. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2006p646,
    Title = {How autonomy oriented computing ({AOC}) tackles a computationally hard optimization problems},
    Author = {Xiao-Feng Xie and Jiming Liu},
    Year = {2006},
    Pages = {646--653},
    PDF={http://www.wiomax.com/team/xie/paper/AAMAS06.pdf},
    DOI={10.1145/1160633.1160747},
    Address = {Hakodate, Japan},
    Booktitle = {International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)}
    }
  • Xiao-Feng Xie and Jiming Liu. A compact multiagent system based on autonomy oriented computing. In IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), pages 38-44, Compiegne, France, 2005. IEEE. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2005p1406,
    Title = {A compact multiagent system based on autonomy oriented computing},
    Author = {Xiao-Feng Xie and Jiming Liu},
    Booktitle = {IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT)},
    Address = {Compiegne, France},
    Year = {2005},
    PDF={http://www.wiomax.com/team/xie/paper/IAT05.pdf},
    DOI={10.1109/IAT.2005.6},
    Pages = {38--44},
    Publisher = {IEEE}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, Guo-Rui Zhang, and Zhi-Lian Yang. Empirical study of differential evolution. Control and Decision, 19(1): 49-52, 2004. [Bibtex]
    @article{xie2004empirical,
    title={Empirical study of differential evolution},
    author={Xiao-Feng Xie and Wen-Jun Zhang and Guo-Rui Zhang and Zhi-Lian Yang},
    journal={Control and Decision},
    volume={19},
    Number= {1},
    pages={49--52},
    year={2004}
    }
  • Wen-Jun Zhang, Xiao-Feng Xie, and De-Chun Bi. Handling boundary constraints for numerical optimization by particle swarm flying in periodic search space. In Congress on Evolutionary Computation (CEC), pages 2307-2311, Portland, OR, USA, 2004. [PDF] [DOI] [Bibtex]
    @InProceedings{Zhang:2004p2307,
    Title = {Handling boundary constraints for numerical optimization by particle swarm flying in periodic search space},
    Author = {Wen-Jun Zhang and Xiao-Feng Xie and De-Chun Bi},
    Year = {2004},
    Pages = {2307-2311},
    Booktitle = {Congress on Evolutionary Computation (CEC)},
    PDF={http://www.wiomax.com/team/xie/paper/CEC04_PBR.pdf},
    DOI={10.1109/CEC.2004.1331185},
    Address = {Portland, OR, USA}
    }
  • Xiao-Feng Xie and Wen-Jun Zhang. Solving engineering design problems by social cognitive optimization. In Genetic and Evolutionary Computation Conference (GECCO), pages 261-262, Seattle, WA, USA, 2004. [PDF] [Code] [DOI] [Bibtex]
    @InProceedings{Xie:2004p261,
    Title = {Solving engineering design problems by social cognitive optimization},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang},
    Booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
    Year = {2004},
    Pages = {261--262},
    PDF={http://www.wiomax.com/team/xie/paper/GECCO04_SCO.pdf},
    DOI={10.1007/978-3-540-24854-5_27},
    Code={http://www.wiomax.com/sco},
    Address = {Seattle, WA, USA}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and De-Chun Bi. Optimizing semiconductor devices by self-organizing particle swarm. In Congress on Evolutionary Computation (CEC), pages 2017-2022, Portland, OR, USA, 2004. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2004p2017,
    Title = {Optimizing semiconductor devices by self-organizing particle swarm},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and De-Chun Bi},
    Year = {2004},
    Pages = {2017--2022},
    Booktitle = {Congress on Evolutionary Computation (CEC)},
    PDF={http://www.wiomax.com/team/xie/paper/CEC04_SOPSO.pdf},
    DOI={10.1109/CEC.2004.1331144},
    Address = {Portland, OR, USA}
    }
  • Xiao-Feng Xie and Wen-Jun Zhang. SWAF: Swarm algorithm framework for numerical optimization. In Genetic and Evolutionary Computation Conference (GECCO), pages 238-250, Seattle, WA, USA, 2004. Springer. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2004p238,
    Title = {{SWAF}: Swarm algorithm framework for numerical optimization},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang},
    Booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
    Year = {2004},
    PDF={http://www.wiomax.com/team/xie/paper/GECCO04_SWAF.pdf},
    DOI={10.1007/978-3-540-24854-5_21},
    Address = {Seattle, WA, USA},
    Pages = {238--250},
    Publisher = {Springer}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, Jun Ruan, and Zhi-Lian Yang. Simulation optimization with multiple-demes genetic algorithms in master-slave parallel mode. Chinese Journal of Electronics, 12(2): 254-258, 2003. [PDF] [Bibtex]
    @article{xie2003simulation,
    title={Simulation optimization with multiple-demes genetic algorithms in master-slave parallel mode},
    author={Xiao-Feng Xie and Wen-Jun Zhang and Jun Ruan and Zhi-Lian Yang},
    journal={Chinese Journal of Electronics},
    volume={12},
    Number= {2},
    pages={254--258},
    PDF={http://www.wiomax.com/team/xie/paper/DZXB03.pdf},
    year={2003}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Overview of particle swarm optimization. Control and Decision, 18(2): 129-134, 2003. [Bibtex]
    @article{xie2003overview,
    title={Overview of particle swarm optimization},
    author={Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    journal={Control and Decision},
    volume={18},
    Number= {2},
    pages={129--134},
    year={2003}
    }
  • Wen-Jun Zhang and Xiao-Feng Xie. DEPSO: Hybrid particle swarm with differential evolution operator. In IEEE International Conference on Systems, Man, and Cybernetics, pages 3816-3821, Washington, DC, USA, 2003. IEEE. [PDF] [Code] [DOI] [Bibtex]
    @InProceedings{Zhang:2003p3816,
    Title = {{DEPSO}: Hybrid particle swarm with differential evolution operator},
    Author = {Wen-Jun Zhang and Xiao-Feng Xie},
    Booktitle = {IEEE International Conference on Systems, Man, and Cybernetics},
    Year = {2003},
    PDF={http://www.wiomax.com/team/xie/paper/SMCC03.pdf},
    DOI={10.1109/ICSMC.2003.1244483},
    Code={http://www.wiomax.com/depso},
    Address = {Washington, DC, USA},
    Pages = {3816--3821},
    Publisher = {IEEE}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Solving numerical optimization problems by simulating particle-wave duality and social information sharing. In International Conference on Artificial Intelligence (IC-AI), pages 1163-1169, Las Vegas, NE, USA, 2002. [PDF] [Bibtex]
    @InProceedings{Xie:2002p1163,
    Title = {Solving numerical optimization problems by simulating particle-wave duality and social information sharing},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Artificial Intelligence (IC-AI)},
    Year = {2002},
    Address = {Las Vegas, NE, USA},
    PDF={http://www.wiomax.com/team/xie/paper/ICAI02.pdf},
    Pages = {1163-1169}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. A parents selection strategy fighting premature convergence in floating genetic algorithms. Control and Decision, 17(5): 625-628, 2002. [Bibtex]
    @article{xie2002parents,
    title={A parents selection strategy fighting premature convergence in floating genetic algorithms},
    author={Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    journal={Control and Decision},
    volume={17},
    Number = {5},
    pages={625--628},
    year={2002}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Adaptive particle swarm optimization on individual level. In International Conference on Signal Processing (ICSP), pages 1215-1218, Beijing, China, 2002. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2002p1215,
    Title = {Adaptive particle swarm optimization on individual level},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Signal Processing (ICSP)},
    Year = {2002},
    Address = {Beijing, China},
    PDF={http://www.wiomax.com/team/xie/paper/ICSP02.pdf},
    DOI={http://dx.doi.org/10.1109/ICOSP.2002.1180009},
    Pages = {1215--1218}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Hybrid particle swarm optimizer with mass extinction. In International Conference on Communication, Circuits and Systems (ICCCAS), pages 1170-1173, Chengdu, China, 2002. [PDF] [DOI] [Bibtex]
    @InProceedings{Xie:2002p1170,
    Title = {Hybrid particle swarm optimizer with mass extinction},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Communication, Circuits and Systems (ICCCAS)},
    Year = {2002},
    Address = {Chengdu, China},
    PDF={http://www.wiomax.com/team/xie/paper/ICCCAS02.pdf},
    DOI={http://dx.doi.org/10.1109/ICCCAS.2002.1178992},
    Pages = {1170-1173}
    }
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    @InProceedings{Xie:2002p1456,
    Title = {A dissipative particle swarm optimization},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {Congress on Evolutionary Computation (CEC)},
    Year = {2002},
    Address = {Honolulu, HI, USA},
    PDF={http://www.wiomax.com/team/xie/paper/CEC02.pdf},
    DOI={10.1109/CEC.2002.1004457},
    Code={http://www.wiomax.com/dpso},
    Pages = {1456--1461}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Social cognitive optimization for nonlinear programming problems. In International Conference on Machine Learning and Cybernetics (ICMLC), pages 779-783, Beijing, China, 2002. [PDF] [Code] [DOI] [Bibtex]
    @InProceedings{Xie:2002p779,
    Title = {Social cognitive optimization for nonlinear programming problems},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Machine Learning and Cybernetics (ICMLC)},
    Year = {2002},
    PDF={http://www.wiomax.com/team/xie/paper/ICMLC02A.pdf},
    DOI={10.1109/ICMLC.2002.1174487},
    Code={http://www.wiomax.com/sco},
    Address = {Beijing, China},
    Pages = {779--783}
    }
  • Wen-Jun Zhang, Jian-Lin Liang, Xiao-Feng Xie, Li-Lin Tian, and Zhi-Lian Yang. Application of neural network method for process synthesis. In International Conference on Machine Learning and Cybernetics (ICMLC), pages 1121-1125, Beijing, China, 2002. [PDF] [DOI] [Bibtex]
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    Title = {Application of neural network method for process synthesis},
    Author = {Wen-Jun Zhang and Jian-Lin Liang and Xiao-Feng Xie and Li-Lin Tian and Zhi-Lian Yang},
    Booktitle = {International Conference on Machine Learning and Cybernetics (ICMLC)},
    Year = {2002},
    PDF={http://www.wiomax.com/team/xie/paper/ICMLC02B.pdf},
    DOI={http://dx.doi.org/10.1109/ICMLC.2002.1174559},
    Address = {Beijing, China},
    Pages = {1121--1125}
    }
  • Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Incorporating knowledge in genetic algorithms for device synthesis. In International Conference on Solid-State and Integrated-Circuit Technology (ICSICT), pages 1163-1169, Shanghai, China, 2001. [PDF] [DOI] [Bibtex]
    @InProceedings{xie2001,
    Title = {Incorporating knowledge in genetic algorithms for device synthesis},
    Author = {Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Solid-State and Integrated-Circuit Technology (ICSICT)},
    Year = {2001},
    Address = {Shanghai, China},
    PDF={http://www.wiomax.com/team/xie/paper/ICSICT01.pdf},
    DOI={10.1109/ICSICT.2001.982101},
    Pages = {1163-1169}
    }
  • Zhao Li, Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Realization of semiconductor device synthesis with the parallel genetic algorithm. In Asia and South Pacific Design Automation Conference (ASP-DAC), pages 1163-1169, Yokohama, Japan, 2001. [PDF] [DOI] [Bibtex]
    @InProceedings{li2001,
    Title = {Realization of semiconductor device synthesis with the parallel genetic algorithm},
    Author = {Li, Zhao and Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {Asia and South Pacific Design Automation Conference (ASP-DAC)},
    Year = {2001},
    Address = {Yokohama, Japan},
    PDF={http://www.wiomax.com/team/xie/paper/ASPDAC01.pdf},
    DOI={10.1109/ASPDAC.2001.913279},
    Pages = {1163-1169}
    }
  • Zhao Li, Xiao-Feng Xie, Wen-Jun Zhang, and Zhi-Lian Yang. Realization of device decomposition for technology synthesis with the genetic algorithm. In International Conference on Chip Design Automation (ICDA), pages 355-358, Beijing, China, 2000. [PDF] [Bibtex]
    @InProceedings{li2000,
    Title = {Realization of device decomposition for technology synthesis with the genetic algorithm},
    Author = {Li, Zhao and Xiao-Feng Xie and Wen-Jun Zhang and Zhi-Lian Yang},
    Booktitle = {International Conference on Chip Design Automation (ICDA)},
    Year = {2000},
    Address = {Beijing, China},
    PDF={http://www.wiomax.com/team/xie/paper/ICDA00.pdf},
    Pages = {355-358}
    }