Publications

  • Xiao-Feng Xie, Zun-Jing Wang. Cooperative group optimization with ants (CGO-AS): Leverage optimization with mixed individual and social learning. Applied Soft Computing, 2017, 50: 223-234. [DOI]
  • Xiao-Feng Xie, Zun-Jing Wang. Integrated in-vehicle decision support system for driving at signalized intersections: A prototype of smart IoT in transportation. Transportation Research Board (TRB) Annual Meeting, Washington, DC, USA, 2017. [DOI]
  • Yiming Gu, Zhen (Sean) Qian, Xiao-Feng Xie, et al. An unsupervised learning approach for analyzing traffic impacts under arterial road closures: Case study of East Liberty in Pittsburgh. Journal of Transportation Engineering ASCE, 2016, 142(9): 04016033. [DOI]
  • Xiao-Feng Xie, Zun-Jing Wang. Exploiting problem structure in combinatorial landscapes: A case study on pure mathematics application. International Joint Conference on Artificial Intelligence (IJCAI), New York, NY, USA, 2016: 2683-2689.
  • Xiao-Feng Xie, et al. Smart and Scalable Urban Signal Networks: Methods and Systems for Adaptive Traffic Signal Control. U.S. Patent No. 9,159,229, 2015.
  • Xiao-Feng Xie, Zun-Jing Wang. An empirical study of combining participatory and physical sensing to better understand and improve urban mobility networks. Transportation Research Board (TRB) Annual Meeting, Washington, DC, USA, 2015.
  • Zun-Jing Wang, Xiao-Feng Xie. Optimized particle-based computational simulation method for studying bubble nucleation. International Symposium on Advances in Computational Heat Transfer (CHT), Piscataway, NJ, USA, 2015. [DOI]
  • Xiao-Feng Xie, S. Smith, Ting-Wei Chen, G. Barlow. Real-time traffic control for sustainable urban living. IEEE International Conference on Intelligent Transportation Systems (ITSC), Qingdao, China, 2014: 1863-1868. [DOI]
  • Xiao-Feng Xie, Zun-Jing Wang. Combining physical and participatory sensing in urban mobility networks. Workshop on Big Data and Urban Informatics (BDUIC), Chicago, IL, USA, 2014: 859-876. [DOI]
  • Xiao-Feng Xie, Yiheng Feng, S. Smith, K. Larry Head. Unified route choice framework: Specification and application to urban traffic control. Transportation Research Record: Journal of the Transportation Research Board, 2014, 2466: 105-113. [DOI]
  • Xiao-Feng Xie, S. Smith, G. Barlow, Ting-Wei Chen. Coping with real-world challenges in real-time urban traffic control. Transportation Research Board (TRB) Annual Meeting, Washington, DC, USA, 2014.
  • Aravindh Mahendran, S. Smith, Martial Hebert, Xiao-Feng Xie. Bus Detection for Adaptive Traffic Signal Control. T-SET UTC Technical Report, Carnegie Mellon University, Pittsburgh, PA, 2014.
  • Xiao-Feng Xie, Jiming Liu, Zun-Jing Wang. A cooperative group optimization system. Soft Computing, 2014, 18(3): 469-495. [DOI]
  • D. H. J. Polymath, et al. New equidistribution estimates of Zhang type. Algebra & Number Theory, 2014, 8(9): 2067-2199. [DOI]
    (Polymath8a authors: Wouter Castryck, Etienne Fouvry, Gergely Harcos, Emmanuel Kowalski, Philippe Michel, Paul Nelson, Eytan Paldi, Janos Pintz, Andrew V. Sutherland, Terence Tao, Xiao-Feng Xie)
  • D. H. J. Polymath, et al. Variants of the Selberg sieve, and bounded intervals containing many primes. Research in the Mathematical Sciences, 2014, 1(12): 1-83. [DOI]
    (Polymath8b authors: Ignace Bogaert, Aubrey de Grey, Gergely Harcos, Emmanuel Kowalski, Philippe Michel, James Maynard, Paul Nelson, Pace Nielsen, Eytan Paldi, Andrew V. Sutherland, Terence Tao, Xiao-Feng Xie)
  • S. Smith, G. Barlow, Xiao-Feng Xie, Z. Rubinstein. Smart urban signal networks: Initial application of the SURTRAC adaptive traffic signal control system. International Conference on Automated Planning and Scheduling (ICAPS), Rome, Italy, 2013: 434-442.
  • S. Smith, G. Barlow, Xiao-Feng Xie, Z. Rubinstein. SURTRAC: Scalable urban traffic control. Transportation Research Board (TRB) Annual Meeting. Washington, DC, USA, 2013.
  • Xiao-Feng Xie, et al. Schedule-driven coordination for real-time traffic network control. International Conference on Automated Planning and Scheduling (ICAPS), Sao Paulo, Brazil, 2012: 323-331. [PPT]
  • Xiao-Feng Xie, et al. Coordinated look-ahead scheduling for real-time traffic signal control. International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Valencia, Spain, 2012: 1271-1272. [DOI]
  • Xiao-Feng Xie, S. Smith, Liang Lu, G. Barlow. Schedule-driven intersection control. Transportation Research Part C: Emerging Technologies, 2012, 24: 168-189. [DOI]
  • Xiao-Feng Xie. Round-table group optimization for sequencing problems. International Journal of Applied Metaheuristic Computing, 2012, 3(4): 1-24. [DOI]
  • Xiao-Feng Xie, G. Barlow, S. Smith, Z. Rubinstein. Platoon-based self-scheduling for real-time traffic signal control. IEEE International Conference on Intelligent Transportation Systems (ITSC), Washington, DC, USA, 2011, 879-884. [DOI]
  • Xiao-Feng Xie, Jiming Liu. Multiagent optimization system for solving the traveling salesman problem (TSP). IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2009, 39(2): 489-502. [DOI]
  • Xiao-Feng Xie, Jiming Liu. Graph coloring by multiagent fusion search. Journal of Combinatorial Optimization, 2009, 18(2): 99-123. [DOI]
  • Minhong Wang, Jiming Liu, Huaiqing Wang, William Kwok-Wai Cheung, Xiao-Feng Xie. On-demand e-supply chain integration: a multi-agent constraint-based approach. Expert Systems with Applications, 2008, 34(4): 2683-2692. [DOI]
  • Xiao-Feng Xie, Jiming Liu. A mini-swarm for the quadratic knapsack problem. IEEE Swarm Intelligence Symposium (SIS), Honolulu, HI, USA, 2007: 190-197. [DOI]
  • Minhong Wang, William Kwok-Wai Cheung, Jiming Liu, Xiao-Feng Xie, Zongwei Luo. E-service/process composition through multi-agent constraint management. International Conference on Business Process Management (BPM), Vienna, Austria, 2006: 274-289. [DOI]
  • Xiao-Feng Xie, Jiming Liu. How autonomy oriented computing (AOC) tackles a computationally hard optimization problem. International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS), Hakodate, Japan, 2006: 646-653. [DOI]
  • Xiao-Feng Xie, Jiming Liu. A compact multiagent system based on autonomy oriented computing, IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT), Compiégne, France, 2005: 38-44. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang. SWAF: swarm algorithm framework for numerical optimization. Genetic and Evolutionary Computation Conference (GECCO), Seattle, WA, USA, 2004: 238-250. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang. Solving engineering design problems by social cognitive optimization. Genetic and Evolutionary Computation Conference (GECCO), Seattle, WA, USA, 2004: 261-262. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, De-Chun Bi. Handling equality constraints by adaptive relaxing rule for swarm algorithms. Congress on Evolutionary Computation (CEC), Portland, OR, USA, 2004: 2012-2016. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, De-Chun Bi. Optimizing semiconductor devices by self-organizing particle swarm. Congress on Evolutionary Computation (CEC), Portland, OR, USA, 2004: 2017-2022. [DOI]
  • Wen-Jun Zhang, Xiao-Feng Xie, De-Chun Bi. Handling boundary constraints for numerical optimization by particle swarm flying in periodic search space. Congress on Evolutionary Computation (CEC), Portland, OR, USA, 2004: 2307-2311. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Guo-Rui Zhang, Zhi-Lian Yang. Empirical study of differential evolution. Control and Decision, 2004, 19(1): 49-52.
  • Wen-Jun Zhang, Xiao-Feng Xie. DEPSO: hybrid particle swarm with differential evolution operator. IEEE International Conference on Systems, Man, and Cybernetics (SMCC), Washington, DC, USA, 2003: 3816-3821. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Jun Ruan, Zhi-Lian Yang. Simulation optimization with multiple-demes genetic algorithms in master-slave parallel mode. Chinese Journal of Electronics, 2003, 12(2): 254-258.
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Overview of particle swarm optimization. Control and Decision, 2003, 18(2): 129-134.
  • Xiao-Feng Xie, Wen-Jun Zhang, Yong Lu, Zhao Li, Jun Ruan, Yi Yao, Zhi-Lian Yang. Modeling and optimization system for semiconductor devices. Chinese Journal of Semiconductors, 2003, 24(3): 327-331.
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. A physical threshold voltage model for short-channel MOSFET simulation. Research and Progress of Solid State Electronics, 2003, 23(2): 155-158.
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Incorporating relations between parameters and objectives in global optimization. Mini-Micro Systems, 2003, 24(6): 979-982
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. A dissipative particle swarm optimization. Congress on Evolutionary Computation (CEC), Honolulu, HI, USA, 2002: 1456-1461. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Social cognitive optimization for nonlinear programming problems. International Conference on Machine Learning and Cybernetics (ICMLC), Beijing, China, 2002: 779-783. [DOI]
  • Wen-Jun Zhang, Jian-Lin Liang, Xiao-Feng Xie, Li-Lin Tian, Zhi-Lian Yang. Application of neural network method for process synthesis. International Conference on Machine Learning and Cybernetics (ICMLC), Beijing, China, 2002: 1121-1125. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Adaptive particle swarm optimization on individual level. International Conference on Signal Processing (ICSP), Beijing, China, 2002: 1215-1218. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Hybrid particle swarm optimizer with mass extinction. International Conference on Communication, Circuits and Systems (ICCCAS), Chengdu, China, 2002: 1170-1173. [DOI]
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Solving numerical optimization problems by simulating particle-wave duality and social information sharing. International Conference on Artificial Intelligence (IC-AI), Las Vegas, NE, USA, 2002: 1163-1169.
  • Xiao-Feng Xie, Yong Lu, Wen-Jun Zhang, Zhi-Lian Yang. Device robust-design by using the response surface methodology. Chinese Journal of Semiconductors, 2002, 23(8): 817-824.
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. A parents selection strategy fighting premature convergence in floating genetic algorithms. Control and Decision, 2002, 17(5): 625-628.
  • Yong Lu, Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Device and process synthesis of semiconductor. Chinese Journal of Semiconductors, 2002, 23(7): 772-776.
  • Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang. Improved genetic algorithm for semiconductor device synthesis system. Acta Electronica Sinica, 2002, 30(2): 184-186.
  • Xiao-Feng Xie, Zhao Li, Jun Ruan, Yi Yao, Wen-Jun Zhang, Zhi-Lian Yang. Realization of device synthesis with the genetic algorithms. Chinese Journal of Semiconductors, 2002, 23(1): 95-101.
  • Xiao-Feng Xie, Wen-Jun Zhang, Jun Ruan, Zhi-Lian Yang. Genetic algorithm for constrained nonlinear programming problems. Computer Engineering and Applications, 2002, 38(21): 64-66.