IMPROVING THE DISTRIBUTION OF INDUSTRIAL GASES WITH AN ONLINE COMPUTERIZED ROUTING AND SCHEDULING OPTIMIZER

被引:319
作者
BELL, WJ
DALBERTO, LM
FISHER, ML
GREENFIELD, AJ
JAIKUMAR, R
KEDIA, P
MACK, RG
PRUTZMAN, PJ
机构
[1] UNIV PENN,WHARTON SCH,PHILADELPHIA,PA 19104
[2] HARVARD UNIV,GRAD SCH BUSINESS,CAMBRIDGE,MA 02138
关键词
GASES - Transportation - MATHEMATICAL PROGRAMMING - TRANSPORTATION - Route Analysis - VEHICLES - Scheduling;
D O I
10.1287/inte.13.6.4
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Inventory management of industrial gases at customer locations is integrated with vehicle scheduling and dispatching. Their advanced decision support system includes on-line data entry functions, customer usage forecasting, a time/distance network with a shortest path algorithm to compute intercustomer travel times and distances, a mathematical optimization module to produce daily delivery schedules, and an interactive schedule change interface. The optimization module uses a sophisticated Lagrangian relaxation algorithm to solve mixed integer programs with up to 800,000 variables and 200,000 constraints to near optimality.
引用
收藏
页码:4 / 23
页数:20
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