An Auction-Based Dispatching Method for an Electronic Brokerage of Truckload Vehicles

This study suggests an electronic brokerage system that has the capability of efficiently matching dispatching delivery tasks with trucks. In the brokerage system, individual truck drivers and shippers are allowed to participate in the dispatching process through the internet or wireless communication. An auction-based dispatching method for the electronic brokerage system is suggested. The basic rationale of the auction-based dispatching method-which is a distributed decision-making process-is discussed. The performance of the suggested algorithms is evaluated by a simulation study.

[1]  Dimitri P. Bertsekas,et al.  A new algorithm for the assignment problem , 1981, Math. Program..

[2]  Richard F. Hartl,et al.  A survey on pickup and delivery problems , 2008 .

[3]  Jean-Yves Potvin,et al.  A computer assistant for vehicle dispatching with learning capabilities , 1995, Ann. Oper. Res..

[4]  Warren B. Powell,et al.  A Stochastic Formulation of the Dynamic Assignment Problem, with an Application to Truckload Motor Carriers , 1996, Transp. Sci..

[5]  Amelia C. Regan,et al.  Local truckload pickup and delivery with hard time window constraints , 2002 .

[6]  Dimitri P. Bertsekas,et al.  The Auction Algorithm for Assignment and Other Network Flow Problems: A Tutorial , 1990 .

[7]  Gilbert Laporte,et al.  General solutions to the single vehicle routing problem with pickups and deliveries , 2007, Eur. J. Oper. Res..

[8]  Jörg P. Müller,et al.  COOPERATIVE TRANSPORTATION SCHEDULING : AN APPLICATION DOMAIN FOR DAI , 1996 .

[9]  Michel Gendreau,et al.  A Tabu Search Heuristic for the Vehicle Routing Problem with Stochastic Demands and Customers , 1996, Oper. Res..

[10]  D. Bertsekas The auction algorithm: A distributed relaxation method for the assignment problem , 1988 .

[11]  Warren B. Powell,et al.  An Approximate Labelling Algorithm for the Dynamic Assignment Problem , 1996 .

[12]  Gilbert Laporte,et al.  STOCHASTIC VEHICLE ROUTING. , 1996 .

[13]  Oli B. G. Madsen,et al.  A heuristic algorithm for a dial-a-ride problem with time windows, multiple capacities, and multiple objectives , 1995, Ann. Oper. Res..

[14]  S. David Wu,et al.  On combinatorial auction and Lagrangean relaxation for distributed resource scheduling , 1999 .

[15]  H N Psaraftis,et al.  DYNAMIC VEHICLE ROUTING PROBLEMS. VEHICLE ROUTING: METHODS AND STUDIES. STUDIES IN MANAGEMENT SCIENCE AND SYSTEMS - VOLUME 16 , 1988 .

[16]  Christos D. Tarantilis,et al.  Dynamic Vehicle Routing Problems , 2014, Vehicle Routing.

[17]  Gilbert Laporte,et al.  An Exact Algorithm for the Vehicle Routing Problem with Stochastic Demands and Customers , 1995, Transp. Sci..

[18]  Sophie N. Parragh,et al.  A survey on pickup and delivery problems Part I : Transportation between customers and depot , 2007 .

[19]  Warren B. Powell,et al.  Dynamic fleet management as a logistics queueing network , 1995, Ann. Oper. Res..

[20]  Michel Gendreau,et al.  Neighborhood Search Heuristics for a Dynamic Vehicle Dispatching Problem with Pick-ups and Deliveries , 2006 .

[21]  Richard F. Hartl,et al.  New savings based algorithms for time constrained pickup and delivery of full truckloads , 2003, Eur. J. Oper. Res..

[22]  Gilbert Laporte,et al.  The integer L-shaped method for stochastic integer programs with complete recourse , 1993, Oper. Res. Lett..

[23]  Akio Imai,et al.  A Lagrangian relaxation-based heuristic for the vehicle routing with full container load , 2007, Eur. J. Oper. Res..

[24]  Harilaos N. Psaraftis,et al.  Dynamic vehicle routing: Status and prospects , 1995, Ann. Oper. Res..

[25]  R Beilock,et al.  BROKERAGE AND THE POTENTIAL FOR ELECTRONIC MARKETING OF PRODUCE TRANSPORTATION , 1992 .

[26]  Sophie N. Parragh,et al.  A survey on pickup and delivery models Part II : Transportation between pickup and delivery locations , 2007 .

[27]  Warren B. Powell,et al.  A Multiplier Adjustment Method for Dynamic Resource Allocation Problems , 2000, Transp. Sci..

[28]  Linos F. Frantzeskakis,et al.  A Successive Linear Approximation Procedure for Stochastic, Dynamic Vehicle Allocation Problems , 1990, Transp. Sci..

[29]  Michel Gendreau,et al.  Diversion Issues in Real-Time Vehicle Dispatching , 2000, Transp. Sci..