A Lagrangian relaxation approach to multi-period inventory/distribution planning

We consider a multi-period inventory/distribution planning problem (MPIDP) in a one-warehouse multiretailer distribution system where a fleet of heterogeneous vehicles delivers products from a warehouse to several retailers. The objective of the MPIDP is to minimise transportation costs for product delivery and inventory holding costs at retailers over the planning horizon. In this research, the problem is formulated as a mixed integer linear programme and solved by a Lagrangian relaxation approach. A subgradient optimisation method is employed to obtain lower bounds. We develop a Lagrangian heuristic algorithm to find a good feasible solution of the MPIDP. Computational experiments on randomly generated test problems showed that the suggested algorithm gave relatively good solutions in a reasonable amount of computation time.

[1]  Marshall L. Fisher,et al.  An Applications Oriented Guide to Lagrangian Relaxation , 1985 .

[2]  Robin Roundy,et al.  Heuristics for a One-Warehouse Multiretailer Distribution Problem with Performance Bounds , 1997, Oper. Res..

[3]  J. Beasley Lagrangean heuristics for location problems , 1993 .

[4]  Maria Grazia Speranza,et al.  An algorithm for optimal shipments with given frequencies , 1996 .

[5]  Wolfgang Domschke,et al.  ADD – heuristics' starting procedures for capacitated plant location models , 1985 .

[6]  Laurence A. Wolsey,et al.  Integer and Combinatorial Optimization , 1988 .

[7]  David M. Miller,et al.  An interactive, computer-aided ship scheduling system , 1987 .

[8]  Nicos Christofides,et al.  Extensions to a Lagrangean relaxation approach for the capacitated warehouse location problem , 1983 .

[9]  Gerald G. Brown,et al.  Consolidating and Dispatching Truck Shipments of Mobil Heavy Petroleum Products , 1995 .

[10]  Gerald G. Brown,et al.  Real-Time, Wide Area Dispatch of Mobil Tank Trucks , 1987 .

[11]  Shoshana Anily The general multi-retailer EOQ problem with vehicle routing costs , 1994 .

[12]  Yeong-Dae Kim,et al.  A decomposition approach to a multi-period vehicle scheduling problem , 1999 .

[13]  Moshe Dror,et al.  Inventory/routing: Reduction from an annual to a short-period problem , 1987 .

[14]  Louis M. Dalberto,et al.  Improving the Distribution of Industrial Gases with an On-Line Computerized Routing and Scheduling Optimizer , 1983 .

[15]  David Ronen Dispatching Petroleum Products , 1995, Oper. Res..

[16]  Awi Federgruen,et al.  A Combined Vehicle Routing and Inventory Allocation Problem , 1984, Oper. Res..

[17]  Awi Federgruen,et al.  One warehouse multiple retailer systems with vehicle routing costs , 1990 .

[18]  Moshe Dror,et al.  Stochastic Inventory Routing: Route Design with Stockouts and Route Failures , 1989, Transp. Sci..

[19]  F. Buffa,et al.  A Recursive Algorithm for Order Cycle-time that Minimizes Logistics Cost , 1989 .

[20]  Walter Ukovich,et al.  Minimizing Transportation and Inventory Costs for Several Products on a Single Link , 1994, Oper. Res..

[21]  Randolph W. Hall,et al.  Distribution Strategies that Minimize Transportation and Inventory Costs , 1985, Oper. Res..

[22]  G. Cornuéjols,et al.  A comparison of heuristics and relaxations for the capacitated plant location problem , 1991 .

[23]  Hanan Luss,et al.  A Lagrangian Relaxation Heuristic for Capacitated Facility Location with Single-Source Constraints , 1986 .

[24]  David Ronen,et al.  Allocation of trips to trucks operating from a single terminal , 1992, Comput. Oper. Res..

[25]  Richard T. Wong,et al.  An Integrated Inventory Allocation and Vehicle Routing Problem , 1989, Transp. Sci..

[26]  Walter Ukovich,et al.  Minimization of logistic costs with given frequencies , 1997 .

[27]  Søren Kruse Jacobsen,et al.  Heuristics for the capacitated plant location model , 1983 .

[28]  Kamlesh Mathur,et al.  Integrating routing and inventory decisions in one-warehouse multiretailer multiproduct distribution systems , 1997 .

[29]  Gerald G. Brown,et al.  Real-Time Dispatch of Petroleum Tank Trucks , 1981 .

[30]  Awi Federgruen,et al.  Two-Echelon Distribution Systems with Vehicle Routing Costs and Central Inventories , 1993, Oper. Res..

[31]  G. Gallo,et al.  A combined transportation and scheduling problem , 1997 .

[32]  J. Barceló,et al.  A heuristic lagrangean algorithm for the capacitated plant location problem , 1984 .