1 Bai Ruibin - Publications

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Publications

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Journal papers:

  1. Jingpeng Li, Ruibin Bai, Yindong Shen, and Rong Qu. 2014. Search with Evolutionary Ruin and Stochastic Rebuild: a Theoretic Framework and a Case Study on Exam Timetabling. European Journal of Operations Research. doi:10.1016/j.ejor.2014.11.002. Forthcoming.
  2. Rong Qu, Nam Pham, Ruibin Bai, Graham Kendall. 2014. Hybridising heuristics within an estimation distribution algorithm for examination timetabling. Applied Intelligence . Forthcoming. doi:10.1007/s10489-014-0615-0.
  3. Ramanathan J. Basu, Ruibin Bai, and PL.A. Palaniappan. A strategic approach to improve sustainability in transportation service procurement. Transportation Research Part E: Logistics and Transportation Review. Accepted.
  4. Ruibin Bai, Stein W. Wallace, Jingpeng Li and Alain Yee-Loong, Alain.2014. Stochastic Service Network Design with Rerouting. Transportation Research Part B: Methodological. 60:50-65. doi:10.1016/j.trb.2013.11.001. pdf, ps.
  5. Yisong Chen, Yanping Yang, Xiang Li, Haibo Dong and Ruibin Bai. 2014. Life cycle resource consumption of automotive power seats. International Journal of Environmental Studies 71(4):449-462. doi:10.1080/00207233.2014.942150
  6. Bai, Ruibin, Li, Jiawei, Atkin , Jason A D, and Kendall, Graham. 2014. A Novel Approach to Independent Taxi Scheduling Problem Based on Stable Matching. Journal of the Operational Research Society. 65(10):1501-1510. dio:10.1057/jors.2013.96, pdf,
  7. Chong, A.Y.L. and Bai, Ruibin, 2014. Predicting open IOS adoption in SMEs: An integrated SEM-neural network approach. Expert Systems with Application. 41(1):221-229. doi: 10.1016/j.eswa.2013.07.023.
  8. Xing, Huanlai, Qu, Rong, Kendall, Graham and Bai, Ruibin. 2013. A path-oriented encoding evolutionary algorithm for network coding resource minimization. Journal of the Operational Research Society. In press. doi:10.1057/jors.2013.79, pdf.
  9. Ruibin Bai, Tom van Woensel, Graham Kendall and Edmund K. Burke, A new model and a hyper-heuristic approach for two-dimensional shelf space allocation, 4OR - A Quarterly Journal of Operations Research, 11(1):31-55, 2013. doi: 10.1007/s10288-012-0211-2, pdf, bibtex.
  10. Li, J., Davies, G.J., Kendall, G., Soanec, E., Bai, R., Rocks, S.A., Evidence and Belief in Regulatory Decisions Incorporating Expected Utility into decision modelling, Expert Systems with Applications, 39(10):8604-8610, 2012. doi:http://dx.doi.org/10.1016/j.eswa.2012.01.193.
  11. Bai, R., Kendall, G., Qu, R., Atkin, J. Tabu assisted guided local search approaches for freight service network Design. Information Sciences, 189:266-281, 2012. doi:http://dx.doi.org/10.1016/j.ins.2011.11.028, pdf.
  12. Bai, R., J. Blazewicz, E. Burke, G. Kendall and B. McCollum, B. A Simulated Annealing Hyper-heuristic Methodology for Flexible Decision Support. 4OR - A Quarterly Journal of Operations Research, 10(1):43-66, 2012. doi: 10.1007/s10288-011-0182-8, pdf
  13. Bai, R., Burke, E. K., Kendall, G., Li, J. and McCollum, B. 2010. A Hybrid Evolutionary Approach to the Nurse Rostering Problem. IEEE Transaction on Evolutionary Computation, 14(4):580-590. doi:http://dx.doi.org/10.1109/TEVC.2009.2033583, pdf.
  14. Bai, R. and Kendall, G. 2008. A Model for Fresh Produce Shelf Space Allocation and Inventory Management with Freshness Condition Dependent Demand, INFORMS Journal on Computing 20(1):78-85. doi: http://dx.doi.org/10.1287/ijoc.1070.0219, pdf.
  15. Bai, R. , Burke, E. K. and Kendall, G. 2008. Heuristic and Meta-heuristics for the Optimisation of Fresh Produce Inventory Control and Shelf Space Allocation Problem, Journal of the Operational Research Society 59:1387-1397. doi:http://dx.doi.org/10.1057/palgrave.jors.2602463, pdf.
  16. Bai, R., Modeling Issues of Multi-level Multi-Mode Freight Service Network Design and Fleet Scheduling, China Market-Logistics and Procurement Research , 41: 107-120, 2010, in Chinese.

Technical Report

Bai, Ruibin, Gan, Honghua, Bei, Yijun, Woodward, John. 2014. A Study of Node Based Large Neighbourhood Approaches for the Logistics Service Network Optimization. Under review. Prepublication technical report is available here.

Book Chapter

Bai, R. and Kendall, G., 2005. An Investigation of Automated Planograms Using a Simulated Annealing Based Hyper-heuristics, in: Ibaraki, T., Nonobe, K., and Yagiura, M. (Eds.), Metaheuristics: Progress as Real Problem Solvers - (Operations Research/Computer Science Interfaces, Vol. 32), Springer: Berlin, Heidelberg, New York, pp. 87-108. pdf

Refereed Conference Papers:

  1. Xia Li, Ruibin Bai, Peer-Olaf Siebers and Christian Wagner. 2014. Modeling Urban Road Risky Driving Behaviors in China with Multi-agent Microscopic Traffic Simulation. 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC). October 8-11, 2014. Qingdao, China. pdf
  2. Tianxiang Cui, Shi Cheng and Ruibin Bai. 2014. A Combinatorial Algorithm for the Cardinality Constrained Portfolio Optimization Problem. 2014 IEEE Congress on Evolutionary Computation (CEC) July 6-11, Beijing, China. pp. 491-498. pdf
  3. Shi Cheng, Yuhui Shi, Quande Qin, T. O. Ting and Ruibin Bai. 2014. Maintaining Population Diversity in Brain Storm Optimization Algorithm. 2014 IEEE Congress on Evolutionary Computation (CEC) July 6-11, Beijing, China. pp. 3230-3237.pdf.
  4. Cheng, Shi, Shi, Yuhui, Qin, Quande and Bai, Ruibin. 2013. Swarm Intelligence in Big Data Analytics. In the proceedings of 2013 Intelligent Data Engineering and Automated Learning (IDEAL 2013), Lecture Notes in Computer Science Volume 8206, pp 417-426. Springer. pdf
  5. Chen, Jianjun, Bai, Ruibin, Qu, Rong and Kendall, Graham, 2013. A Task Based Approach for A Real-World Commodity Routing Problem. In the proceedings of 2013 IEEE Symposium Series on Computational Intelligence, April 15-19, 2013, Singapore. Nominated for best paper award.
  6. Bai, R., J. Li and J. Atkin, G. Kendall,. 2011, A Game Theoretic Approach for the Taxi Scheduling Problem with Street Hailing, The 5rd Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA 2011), 9-12 August, 2011, Arizona, US.
  7. Bai, R. and Kendall, G. 2010. "Tabu Assisted Guided Local Search Approaches for Freight Service Network Design". In the CD proceedings of the 8th International Conference on the Practice and Theory of of Automated Timetabling, 10th-13th August, 2010, Belfast, Northern Ireland, pp. 468-471. pdf.
  8. Bai, R., Kendall, G. and Li, J. An Efficient Guided Local Search Approach for Service Network Design Problem with Asset Balancing, 2010 International Conference on Logistics Systems and Intelligent Management (ICLSIM 2010), 9-10 January, 2010, Harbin, China, pp. 110-115. pdf .
  9. Li, J., Kendall, G., Pollard, S., Soane, E., Davies, G. and Bai, R. A Decision Support Approach for Group Decision Making under Risk and Uncertainty, 2010 International Conference on Logistics Systems and Intelligent Management (ICLSIM 2010), 9-10 January, 2010, Harbin, China, pp. 1856-1860. pdf
  10. Woodward, J.R. and Bai, R., 2009. A Canonical Representation for Genetic Programming, Accepted by World Summit on Genetic and Evolutionary Computation (GEC Summit), June 12 - 14, 2009, Shanghai, China. ACM, pp. 582-592. This paper also won the best paper award (out of 108 full papers). pdf
    Woodward, J.R. and Bai, R.., 2009. Why Evolution Is Not a Good Paradigm For Program Induction; A Critique of Genetic Programming, Accepted by World Summit on Genetic and Evolutionary Computation (GEC Summit), June 12 - 14, 2009, Shanghai, China. ACM, pp. 593-600. pdf
  11. Bai, R., Burke, E. K., Gendreau M. and Kendall, G. 2007. A Simulated Annealing Hyper-heuristic: Adaptive Heuristic Selection for Different Vehicle Routing Problems. The 3rd Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA 2007), Paris, France, August 28-31.
  12. Bai, R., Burke, E. K., Kendall, G. and McCollum, B., 2007. Memory Length in Hyper-heuristics: An Empirical Study. Accepted for publication in the proceeding of 2007 IEEE Symposium on Computational Intelligence in Scheduling (CISched2007), 1-5 April, Hilton Hawaiian Village, Honolulu, Hawaii, USA, pp.173-178. pdf
  13. Bai, R., Burke, E. K., Kendall, G. and McCollum, B., 2006. A Simulated Annealing Hyper-heuristic for University Course Timetabling Problem. In the Proceeding of the 6th International Conference on the Practice and Theory of Automated Timetabling, 30 Aug.-1 Sept, Brno, Czech Republic, pp. 345-350. pdf
  14. Bai, R. and Kendall, G., 2005. An Investigation of Automated Planograms Using a Simulated Annealing Based Hyper-heuristic. In the Proceedings of the 5th Metaheuristics International Conference (MIC 2003), Kyoto, Japan, Aug. 25-28, 2003.

Theses:

Bai, R, An Investigation of Novel Approaches for the Optimising Retail Shelf Space Allocation. PhD Thesis, The University of Nottingham, 2005.
Bai, R, Nesting of Two-dimensional Irregular Shapes Utilising The No Fit Polygon. MSc Thesis, Northwestern Polytechnic University, 2002.

Presentations:

Bai, R. and Kendall, G., Designing Efficient Low-level Heuristics in the Hyper-heuristic Framework, OR47, 13-15 September 2005, Chester, UK.
Bai, R. and Kendall, G., Recent Advances in the Production of Automated Planograms. The CORS/INFORMS Joint International Meeting, 16-19 May 2004, Banff, Canada.
Bai, R. and Kendall, G., Optimisation of Supermarkets Shelf Space Allocation, The Third EPSRC PhD Student Workshop on Scheduling. 12 May 2003, University of Bradford, UK.

Invited seminars:

December 12th 2005. Optimising Retail Shelf Space Allocation, Technische Universiteit Eindhoven (TU/e), Eindhoven, Holland.
March 13-16th 2007. Two-dimensional Automated Shelf Space Allocation. Dagstuhl-Seminar 07112: Cutting, Packing, Layout and Space Allocation, Saarbruchen, Germany


Last updated Tuesday November 11, 2014.
Comments to rzb@cs.nott.ac.uk