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Author(s)
In this paper, we present a new algorithm of the
time-dependent shortest path problem with time windows. Give a directed
graph
, where V is a set of nodes, E is a set of edges with a non-negative transit-time function
. For each node 
, a time window
within which the node may be visited and
,
is non-negative of the service and leaving time of the node. A source node s, a destination node d and a departure time t0,
the time-dependent shortest path problem with time windows asks to find
an s, d-path that leaves a source node s at a departure time t0; and minimizes the total arrival time at a destination node d. This formulation generalizes the classical shortest path problem in which ce are constants. Our algorithm of the time windows gave the generalization of the ALT algorithm and A* algorithm for the classical problem according to Goldberg and Harrelson [1], Dreyfus [2] and Hart et al. [3].
Cite this paper
El-Sherbeny, N. (2014) The Algorithm of the Time-Dependent Shortest Path Problem with Time Windows. Applied Mathematics, 5, 2764-2770. doi: 10.4236/am.2014.517264.
| [1] |
Goldberg, A. and Harrelson, C.
(2005) Computing the Shortest Path: A* Search Meets Graph Theory.
http://research.microsoft.com/pubs/154937/soda05.pdf |
| [2] |
Dreyfus, S. (1969) An Appraisal
of Some Shortest-Path Algorithms. Operations Research, 17, 395-412.
http://dx.doi.org/10.1287/opre.17.3.395 |
| [3] |
Hart, P., Nilsson, N. and
Raphael, B. (1968) A Formal Basis for the Heuristic Determination of
Minimum Cost Paths. IEEE Transactions Systems Science and Cybernetics,
4, 100-107. http://dx.doi.org/10.1109/TSSC.1968.300136 |
| [4] | Ahuja, R., Magnanti, T. and Orlin, J. (1993) Network Flows: Theory, Algorithms, and Applications. Prentice-Hall, Upper Saddle River. |
| [5] | El-Sherbeny, N. (2001) Resolution of a Vehicle Routing Problem with Multiobjective Simulated Annealing Method. Ph.D. Dissertation of Faculty of Science, Mons University, Mons. |
| [6] | El-Sherbeny, N. and Tuyttens, D. (2001) Optimization Multicriteria of Routing Problem. Troisieme Journee de Travail sur la Programming Mathematique Multi-Objective, Faculte Polytechnique de Mons, Mons. |
| [7] |
Tuyttens, D., Teghem, J. and
El-Sherbeny, N. (2004) A Particular Multiobjective Vehicle Routing
Problem Solved by Simulated Annealing. Lecture Notes in Economics and
Mathematical Systems, 535, 133-152.
http://dx.doi.org/10.1007/978-3-642-17144-4_5 |
| [8] |
El-Sherbeny, N. (2011)
Imprecision and Flexible Constraints in Fuzzy Vehicle Routing Problem.
American Journal of Mathematical and Management Sciences, 31, 55-71. http://dx.doi.org/10.1080/01966324.2011.10737800 |
| [9] |
Cook, K. and Halsey, E. (1966)
The Shortest Route through a Network with Time-Dependent Intermodal
Transit. Journal of Mathematical Analysis and Applications, 14, 493-498.
http://dx.doi.org/10.1016/0022-247X(66)90009-6 |
| [10] | Halpern, H. (1977) Shortest Route with Time Dependent Length of Edges and Limited Delay Possibilities in Nodes. Operations Research, 21, 117-124. |
| [11] | Kaufman, D. and Smith, R. (1993) Fastest Paths in Time-Dependent Networks for Intelligent Vehicle-Highway Systems Application. Journal of Intelligent Transportation Systems, 1, 1-11. |
| [12] |
Orda, A. and Rom, R. (1990)
Shortest-Path and Minimum-Delay Algorithms in Networks with
Time-Dependent Edge-Length. Journal of the ACM, 37, 607-625. http://dx.doi.org/10.1145/79147.214078 |
| [13] |
Sherali, H., Ozbay, K. and
Subramanian, S. (1998) The Time-Dependent Shortest Pair of Disjoint
Paths Problem: Complexity, Models, and Algorithms. Networks, 31,
259-272.
http://dx.doi.org/10.1002/(SICI)1097-0037(199807)31:4<259::AID-NET6>3.0.CO;2-C |
| [14] | Dean, B. (1999) Continuous-Time Dynamic Shortest Path Algorithms. Master’s Thesis, MIT. |
| [15] | Ding, B., Xu, J. and Qin, L. (2008) Finding Time-Dependent Shortest Paths over Large Graphs. Proceedings of the 11th International Conference on Extending Database Technology, 25-30 March 2008, 205-216. |
| [16] | Kanoulse, E., Du, Y., Xia, T. and Zhang, D. (2006) Finding Fastest Paths on a Road Network with Speed Patterns. Proceedings of the 22nd International Conference on Data Engineering, Atlanta, 3-7 April 2006, 10-19. |
| [17] |
Wagner, D. and Willhalm, T.
(2007) Speed-Up Techniques for Shortest-Path Computations. Lecture Notes
in Computer Science, 4393, 23-36. http://dx.doi.org/10.1007/978-3-540-70918-3_3 eww141027lx |
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