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Volumn 43, Issue 2, 2009, Pages 178-197

An approximate dynamic programming algorithm for large-scale fleet management: A case application

Author keywords

Approximate dynamic programming; Driver management; Fleet management; Truckload trucking

Indexed keywords

FLEET OPERATIONS; LEARNING SYSTEMS; TRUCK TRANSPORTATION; TRUCKS;

EID: 63449141834     PISSN: 00411655     EISSN: 15265447     Source Type: Journal    
DOI: 10.1287/trsc.1080.0238     Document Type: Article
Times cited : (143)

References (35)
  • 2
    • 0037409615 scopus 로고    scopus 로고
    • A dynamic empty equipment and crew allocation model for long-haul networks
    • Caliskan, C., R. W. Hall. 2003. A dynamic empty equipment and crew allocation model for long-haul networks. Transportation Res. Part A 5 405-418.
    • (2003) Transportation Res. Part A , vol.5 , pp. 405-418
    • Caliskan, C.1    Hall, R.W.2
  • 3
    • 0036957504 scopus 로고    scopus 로고
    • Hybrid real-time dynamic traffic assignment approach for robust network performance
    • Chiu, Y., H. S. Mahmassani. 2002. Hybrid real-time dynamic traffic assignment approach for robust network performance. Transportation Res. Record 1783 89-97.
    • (2002) Transportation Res. Record , vol.1783 , pp. 89-97
    • Chiu, Y.1    Mahmassani, H.S.2
  • 4
    • 0021423812 scopus 로고
    • A tactical planning model for rail freight transportation
    • Crainic, T., J. Ferland, J.-M. Rousseau. 1984. A tactical planning model for rail freight transportation. Transportation Sci. 18 165-184.
    • (1984) Transportation Sci. , vol.18 , pp. 165-184
    • Crainic, T.1    Ferland, J.2    Rousseau, J.-M.3
  • 5
    • 0342895871 scopus 로고    scopus 로고
    • Crew scheduling in air transportation
    • T. G. Crainic, G. Laporte, eds, Kluwer Academic Publishers, Norwell, MA
    • Desaulniers, G., J. Desrosiers, M. Gamache, F. Soumis. 1998. Crew scheduling in air transportation. T. G. Crainic, G. Laporte, eds. Fleet Management and Logistics. Kluwer Academic Publishers, Norwell, MA, 169-185.
    • (1998) Fleet Management and Logistics , pp. 169-185
    • Desaulniers, G.1    Desrosiers, J.2    Gamache, M.3    Soumis, F.4
  • 7
    • 0009007510 scopus 로고    scopus 로고
    • Dynamic vehicle routing and dispatching
    • T. Crainic, G. Laporte, eds, Kluwer Academic Publishers, Norwell, MA
    • Gendreau, M., J. Y. Potvin. 1998. Dynamic vehicle routing and dispatching. T. Crainic, G. Laporte, eds. Fleet Management and Logistics. Kluwer Academic Publishers, Norwell, MA, 115-126.
    • (1998) Fleet Management and Logistics , pp. 115-126
    • Gendreau, M.1    Potvin, J.Y.2
  • 8
    • 0033224837 scopus 로고    scopus 로고
    • Parallel tabu search for real-time vehicle routing and dispatching
    • Gendreau, M., F. Guertin, J. Potvin, E. Taillard. 1999. Parallel tabu search for real-time vehicle routing and dispatching. Transportation Sci. 33 381-390. (Pubitemid 30519518)
    • (1999) Transportation Science , vol.33 , Issue.4 , pp. 381-390
    • Gendreau, M.1    Guertin, F.2    Potvin, J.-Y.3    Taillard, E.4
  • 10
    • 33748998787 scopus 로고    scopus 로고
    • Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming
    • George, A., W. B. Powell. 2006. Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming. Machine Learn. 65 167-198.
    • (2006) Machine Learn , vol.65 , pp. 167-198
    • George, A.1    Powell, W.B.2
  • 11
    • 33846676808 scopus 로고    scopus 로고
    • Value function approximation using hierarchical aggregation for multiattribute resource management
    • Department of Operations Research and Financial Engineering, Princeton University, Princeton, NJ
    • George, A., W. B. Powell, S. Kulkarni. 2005. Value function approximation using hierarchical aggregation for multiattribute resource management. Technical report, Department of Operations Research and Financial Engineering, Princeton University, Princeton, NJ.
    • (2005) Technical Report
    • George, A.1    Powell, W.B.2    Kulkarni, S.3
  • 12
    • 33646755888 scopus 로고    scopus 로고
    • Exploiting knowledge about future demands for real-time vehicle dispatching
    • Ichoua, S., M. Gendreau, J.-Y Potvin. 2006. Exploiting knowledge about future demands for real-time vehicle dispatching. Transportation Sci. 40 211-225.
    • (2006) Transportation Sci. , vol.40 , pp. 211-225
    • Ichoua, S.1    Gendreau, M.2    Potvin, J.-Y.3
  • 13
    • 1642324107 scopus 로고    scopus 로고
    • Dynamic programming approximations for a stochastic inventory routing problem
    • Kleywegt, A., V. S. Nori, M. W. P. Savelsbergh. 2004. Dynamic programming approximations for a stochastic inventory routing problem. Transporation Sci. 38 42-70.
    • (2004) Transporation Sci. , vol.38 , pp. 42-70
    • Kleywegt, A.1    Nori, V.S.2    Savelsbergh, M.W.P.3
  • 14
    • 0036602501 scopus 로고    scopus 로고
    • Partially dynamic vehicle routing-Models and algorithms
    • Larsen, A., O. B. G. Madsen, M. M. Solomon. 2002. Partially dynamic vehicle routing-Models and algorithms. J. Oper. Res. Soc. 53 637-646.
    • (2002) J. Oper. Res. Soc. , vol.53 , pp. 637-646
    • Larsen, A.1    Madsen, O.B.G.2    Solomon, M.M.3
  • 16
    • 85029853972 scopus 로고    scopus 로고
    • Using static flow patterns in time-staged resource allocation problems
    • Department of Operations Research and Financial Engineering, Princeton University, Princeton, NJ
    • Marar, A., W. B. Powell. 2004. Using static flow patterns in time-staged resource allocation problems. Technical report, Department of Operations Research and Financial Engineering, Princeton University, Princeton, NJ.
    • (2004) Technical Report
    • Marar, A.1    Powell, W.B.2
  • 17
    • 30544449143 scopus 로고    scopus 로고
    • Capturing expert knowledge in resource allocation problems through low-dimensional patterns
    • Marar, A., W. B. Powell, S. Kulkarni. 2006. Capturing expert knowledge in resource allocation problems through low-dimensional patterns. IIE Trans. 38 159-172.
    • (2006) IIE Trans , vol.38 , pp. 159-172
    • Marar, A.1    Powell, W.B.2    Kulkarni, S.3
  • 18
    • 0000553271 scopus 로고
    • A comparative review of alternative algorithms for the dynamic vehicle allocation problem
    • B. Golden, A. Assad, eds, North-Holland, Amsterdam
    • Powell, W. B. 1988. A comparative review of alternative algorithms for the dynamic vehicle allocation problem. B. Golden, A. Assad, eds. Vehicle Routing: Methods and Studies. North-Holland, Amsterdam, 249-292.
    • (1988) Vehicle Routing: Methods and Studies , pp. 249-292
    • Powell, W.B.1
  • 21
    • 0041786564 scopus 로고    scopus 로고
    • A representational paradigm for dynamic resource transformation problems
    • R. F. C. Coullard, J. H. Owens, eds, J. C. Baltzer AG, Basel, Switzerland
    • Powell, W. B., J. A. Shapiro, H. P. Simão. 2001. A representational paradigm for dynamic resource transformation problems. R. F. C. Coullard, J. H. Owens, eds. Annals of Operations Research. J. C. Baltzer AG, Basel, Switzerland, 231-279.
    • (2001) Annals of Operations Research , pp. 231-279
    • Powell, W.B.1    Shapiro, J.A.2    Simão, H.P.3
  • 22
    • 2942566594 scopus 로고    scopus 로고
    • Using low dimensional patterns in optimizing simulators: An illustration for the airlift mobility problem
    • Powell, W. B., T. T. Wu, A. Whisman. 2004. Using low dimensional patterns in optimizing simulators: An illustration for the airlift mobility problem. Math. Comput. Model. 29 657-2004.
    • (2004) Math. Comput. Model , vol.29 , pp. 657-2004
    • Powell, W.B.1    Wu, T.T.2    Whisman, A.3
  • 23
    • 21844525941 scopus 로고
    • Dynamic vehicle routing: Status and prospects
    • Psaraftis, H. 1995. Dynamic vehicle routing: Status and prospects. Ann. Oper. Res. 61 143-164.
    • (1995) Ann. Oper. Res. , vol.61 , pp. 143-164
    • Psaraftis, H.1
  • 24
    • 0001036115 scopus 로고    scopus 로고
    • Evaluation of dynamic fleet management systems-Simulation framework
    • Regan, A., H. S. Mahmassani, P. Jaillet. 1998. Evaluation of dynamic fleet management systems-Simulation framework. Transportation Res. Record 1648 176-184.
    • (1998) Transportation Res. Record , vol.1648 , pp. 176-184
    • Regan, A.1    Mahmassani, H.S.2    Jaillet, P.3
  • 25
    • 0034086424 scopus 로고    scopus 로고
    • Comparing neuro-dynamic programming algorithms for the vehicle routing problem with stochastic demands
    • Secomandi, N. 2000. Comparing neuro-dynamic programming algorithms for the vehicle routing problem with stochastic demands. Comput. Oper. Res. 27 1201-1225.
    • (2000) Comput. Oper. Res. , vol.27 , pp. 1201-1225
    • Secomandi, N.1
  • 26
    • 0035463693 scopus 로고    scopus 로고
    • A rollout policy for the vehicle routing problem with stochastic demands
    • Secomandi, N. 2001. A rollout policy for the vehicle routing problem with stochastic demands. Oper. Res. 49 796-802.
    • (2001) Oper. Res. , vol.49 , pp. 796-802
    • Secomandi, N.1
  • 27
    • 0008774745 scopus 로고    scopus 로고
    • Ph. D. thesis, Princeton University, Princeton, NJ
    • Spivey, M. J. 2001. The dynamic assignment problem. Ph. D. thesis, Princeton University, Princeton, NJ.
    • (2001) The Dynamic Assignment Problem
    • Spivey, M.J.1
  • 28
    • 10644263219 scopus 로고    scopus 로고
    • The dynamic assignment problem
    • Spivey, M., W. B. Powell. 2004. The dynamic assignment problem. Transportation Sci. 38 399-419.
    • (2004) Transportation Sci. , vol.38 , pp. 399-419
    • Spivey, M.1    Powell, W.B.2
  • 30
    • 0015482639 scopus 로고
    • Multicommodities transportation schedules over time
    • Tapiero, C., M. Soliman. 1972. Multicommodities transportation schedules over time. Networks 2 311-327.
    • (1972) Networks , vol.2 , pp. 311-327
    • Tapiero, C.1    Soliman, M.2
  • 31
    • 0032812334 scopus 로고    scopus 로고
    • Development and analysis of alternative dispatching methods in truckload trucking
    • Taylor, G., T. S. Meinert, R. C. Killian, G. L. Whicker. 1999. Development and analysis of alternative dispatching methods in truckload trucking. Transportation Res. Part E 35 191-205.
    • (1999) Transportation Res. Part E , vol.35 , pp. 191-205
    • Taylor, G.1    Meinert, T.S.2    Killian, R.C.3    Whicker, G.L.4
  • 32
    • 85029880434 scopus 로고    scopus 로고
    • Quantifying the value of advance load information in truckload trucking
    • University of Arkansas, Fayetteville
    • Tjokroamidjojo, E., G. T. Kutanoglu. 2001. Quantifying the value of advance load information in truckload trucking. Technical report, University of Arkansas, Fayetteville.
    • (2001) Technical Report
    • Tjokroamidjojo, E.1    Kutanoglu, G.T.2
  • 33
    • 33645566756 scopus 로고    scopus 로고
    • Dynamic programming approximations for stochastic, time-staged integer multicommodity flow problems
    • Topaloglu, H., W. B. Powell. 2006. Dynamic programming approximations for stochastic, time-staged integer multicommodity flow problems. INFORMS J. Comput. 18 31-42.
    • (2006) INFORMS J. Comput , vol.18 , pp. 31-42
    • Topaloglu, H.1    Powell, W.B.2
  • 34
    • 0015491061 scopus 로고
    • Dynamic transshipment networks: An algorithm and its application to the distribution of empty containers
    • White, W. 1972. Dynamic transshipment networks: An algorithm and its application to the distribution of empty containers. Networks 2 211-236.
    • (1972) Networks , vol.2 , pp. 211-236
    • White, W.1
  • 35
    • 3042627175 scopus 로고    scopus 로고
    • Real-time multivehicle truckload pick-up and delivery problems
    • Yang, J., P. Jaillet, H. Mahmassani. 2004. Real-time multivehicle truckload pick-up and delivery problems. Transportation Sci. 38 135-148.
    • (2004) Transportation Sci. , vol.38 , pp. 135-148
    • Yang, J.1    Jaillet, P.2    Mahmassani, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.