Knowledge-based modeling for disruption management in urban distribution

Expert Systems with Applications

Volumn 39, Issue 1, 2012, Pages 906-916

  Hu, Xiangpei ^a   Sun, Lijun ^a  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Disruption management; Knowledge representation; Knowledge based modeling; Local search algorithm; Vehicle Routing Problem (VRP)

Indexed keywords

COMMON SENSE; CURRENT DISTRIBUTION; DIFFERENT DISTRIBUTIONS; DISRUPTION MANAGEMENT; DISTRIBUTION SYSTEMS; LOCAL SEARCH ALGORITHM; MODELING METHOD; MODELING PROCESS; OPTIMIZATION TECHNIQUES; REAL TIME; REAL TIME MODELING; SEMI-AUTOMATED; URBAN DISTRIBUTION; VEHICLE ROUTING PROBLEM (VRP);

ALGORITHMS; AUTOMATION; GEOGRAPHICAL DISTRIBUTION; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION;

KNOWLEDGE REPRESENTATION;

EID: 81855166881     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.07.088     Document Type: Article

References (40)

1. J. Bisschop AIMMS-optimization modeling 2006 lulu.com US
2. J. Bisschop, and R. Entriken AIMMS the modeling system 1993 Paragon Decision Technology
3. F. Bobillo, M. Delgado, and J. Gómez-Romero Representation of context-dependant knowledge in ontologies: A model and an application Expert Systems with Applications 35 4 2008 1899 1908
4. Z. Boufriche-Boufaïda A purely object-oriented approach for rule-based paradigms Expert Systems with Applications 14 4 1998 483 492
5. O. Bräysy, and M. Gendreau Vehicle routing problem with time windows, Part I: Route construction and local search algorithms Transportation Science 39 1 2005 104 118
6. O. Bräysy, and M. Gendreau Vehicle routing problem with time windows, Part II: Metaheuristics Transportation Science 39 1 2005 119 139
7. A. Brooke, D. Kendrick, and A. Meeraus GAMS - A user's guide: Release 2.25 1992 The Scientific Press San Francisco, CA
8. P.-C. Chang, C.-H. Liu, and R.K. Lai A fuzzy case-based reasoning model for sales forecasting in print circuit board industries Expert Systems with Applications 34 3 2008 2049 2058
9. M.-Y. Day, R.T.-H. Tsai, C.-L. Sung, C.-C. Hsieh, C.-W. Lee, and S.-H. Wu Reference metadata extraction using a hierarchical knowledge representation framework Decision Support Systems 43 1 2007 152 167
10. M. Desrochers, C.V. Hones, J.K. Lenstra, M.W.P. Savelsbergh, and L. Stougie Towards a model and algorithm management system for vehicle routing and scheduling problems Decision Support Systems 25 2 1999 109 133
11. T.C. Du, E.Y. Li, and D. Chou Dynamic vehicle routing for online B2C delivery Omega 33 1 2005 33 45
12. T. Du, F.K. Wang, and P.-Y. Lu A real-time vehicle-dispatching system for consolidating milk runs Transportation Research Part E: Logistics and Transportation Review 43 5 2007 565 577
13. A. Fay A fuzzy knowledge-based system for railway traffic control Engineering Applications of Artificial Intelligence 13 6 2000 719 729
14. B. Fleischmann, S. Gnutzmann, and E. Sandvoß Dynamic vehicle routing based on online traffic information Transportation Science 38 4 2004 420 433
15. R. Fourer, D.M. Gay, and B.W. Kernighan A modeling language for mathematical programming Management Science 36 5 1990 519 554
16. G.M. Giaglis, I. Minis, A. Tatarakis, and V. Zeimpekis Minimizing logistics risk through real-time vehicle routing and mobile technologies: Research to date and future trends International Journal of Physical Distribution and Logistics Management 34 9 2004 749 764
17. Hu, X. P.; Sun, L. J.; & Hu, T. T. (2006). An approach to knowledge representation for vehicle routing problems. In Proceedings of the 2006 international conference on management science and engineering, 13th (Vol. 1-3, pp. 487-492).
18. X. Hu, M. Huang, and A.Z. Zeng An intelligent solution system for a vehicle routing problem in urban distribution International Journal of Innovative Computing, Information and Control 3 1 2007 189 198
19. X. Hu, Y. Li, J. Guo, L. Sun, and A.Z. Zeng A simulation optimization algorithm with heuristic transformation and its application to vehicle routing problems International Journal of Innovative Computing, Information and Control 4 5 2008 1169 1181
20. S. Ichoua, M. Gendreau, and J.Y. Potvin Diversion issues in real-time vehicle dispatching Transportation Science 34 4 2000 426 438
21. K. Kim, and I. Han Maintaining case-based reasoning systems using a genetic algorithms approach Expert Systems with Applications 21 3 2001 139 145
22. A. Larsen, O.B.G. Madsen, and M.M. Solomon Classification of dynamic vehicle routing systems V. Zeimpekis, C.D. Tarantilis, G.M. Giaglis, I. Minis, Dynamic fleet management: Concepts, systems, algorithms and case studies 2007 Springer Berlin 19 40
23. J.-Q. Li, D. Borenstein, and P.B. Mirchandani A decision support system for the single-depot vehicle rescheduling problem Computers and Operations Research 34 4 2007 1008 1032
24. J.-Q. Li, P.B. Mirchandani, and D. Borenstein Real-time vehicle rerouting problems with time windows European Journal of Operational Research 194 3 2009 711 727
25. J.-Q. Li, P.B. Mirchandani, and D. Borenstein A Lagrangian heuristic for the real-time vehicle rescheduling problem Transportation Research Part E 45 3 2009 419 433
26. J. Llorens, J. Morato, and G. Genova RSHP: an information representation model based on relationships E. Damiani, L.C. Jain, M. Madravio, Soft computing in software engineering 2004 Springer Berlin 21 250
27. J. Ma An object-oriented framework for model management Decision Support Systems 13 1995 133 139
28. W.A. Muhanna An object-oriented framework for model management and DSS development Decision Support Systems 9 1993 217 229
29. Mylopoulos, J. (1981). An overview of knowledge representation. In Proceedings of the workshop on data abstraction, databases and conceptual modeling (Vol. 11(2), pp. 5-12).
30. B.R. Nault, and V.C. Storey Using object concepts to match artificial intelligence techniques to problem types Information and Management 34 1 1998 19 31
31. S.J. Noronha, and V.V.S. Sarma Knowledge-based approaches for scheduling problems: A survey IEEE Transactions on Knowledge and Data Engineering 3 2 1991 160 171
32. S.N. Pillutla, and B.N. Nag Object-oriented model construction in production scheduling decisions Decision support systems 18 3-4 1996 357 375
33. J.-Y. Potvin, Y. Xu, and I. Benyahia Vehicle routing and scheduling with dynamic travel times Computers and Operations Research 33 4 2006 1129 1137
34. Sengupta, P. (2009). MILANO, an object-oriented algebraic modeling system. Simulation Sciences Inc. Available at: < http://www.ips.invensys.com/ en/products/ots/Documents/Milano.pdf >.
35. L. Sun, X. Hu, Y. Fang, and M. Huang Knowledge representation for disruption management problems in urban distribution systems International Journal of Innovative Computing, Information and Control 6 9 2010 4145 4156
36. J. Yang, P. Jaillet, and H. Mahmassani Real-time multivehicle truckload pickup and delivery problems Transportation Science 38 2 2004 135 148
37. G. Yu, and X. Qi Disruption management: framework, models and applications 2004 World Scientific Publishing Co. Pte. Ltd. Singapore
38. Zeimpekis, V.; Giaglis, G. M.; & Minis, I. (2005). A dynamic real-time fleet management system for incident handling in city logistics. In Vehicular technology conference, VTC 2005-Spring (Vol. 5, pp. 2900-2904).
39. V. Zeimpekis, and G.M. Giaglis A dynamic real-time vehicle routing system for distribution operations G.J. Doukidis, A.P. Vrechopoulos, Consumer driven electronic transformation 2005 Springer Berlin 23 37
40. V. Zeimpekis, and G.M. Giaglis Urban dynamic real-time distribution services insights from SMEs Journal of Enterprise Information Management 19 4 2006 367 388