Characterizing optimal empty container reposition policy in periodic-review shuttle service systems

被引:50
作者
Song, D-P [1 ]
机构
[1] Univ Plymouth, Sch Business, Int Shipping & Logist Grp, Plymouth PL4 8AA, Devon, England
关键词
transport; empty container reposition; inventory control; dynamic programming; stationary distribution; optimization; TRANSPORTATION NETWORKS; FLEET MANAGEMENT; ALLOCATION; MODEL; REDISTRIBUTION; LOGISTICS;
D O I
10.1057/palgrave.jors.2602150
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper considers a periodic-review shuttle service system with random customer demands and finite reposition capacity. The objective is to find the optimal stationary policy of empty container reposition by minimizing the sum of container leasing cost, inventory cost and reposition cost. Using Markov decision process approach, the structures of the optimal stationary policies for both expected discounted cost and long-run average cost are completely characterized. Monotonic and asymptotic behaviours of the optimal policy are established. By taking advantage of special structure of the optimal policy, the stationary distribution of the system states is obtained, which is then used to compute interesting steady-state performance measures and implement the optimal policy. Numerical examples are given to demonstrate the results.
引用
收藏
页码:122 / 133
页数:12
相关论文
共 17 条
[11]   A STOCHASTIC, DYNAMIC NETWORK MODEL FOR RAILROAD CAR DISTRIBUTION [J].
JORDAN, WC ;
TURNQUIST, MA .
TRANSPORTATION SCIENCE, 1983, 17 (02) :123-145
[12]   Optimal control of a distributed service system with moving resources:: Application to the fleet sizing and allocation problem [J].
Köchel, P ;
Kunze, S ;
Nieländer, U .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2003, 81-2 :443-459
[13]  
LAI KK, 1995, J OPER RES SOC, V46, P687, DOI 10.2307/2584305
[14]   Dynamic control of logistics queueing networks for large-scale fleet management [J].
Powell, WB ;
Carvalho, TA .
TRANSPORTATION SCIENCE, 1998, 32 (02) :90-109
[15]  
Puterman M.L., 2008, Markov Decision Processes: Discrete Stochastic Dynamic Programming. Wiley Series in Probability and Statistics
[16]   A DSS FOR EMPTY CONTAINER DISTRIBUTION PLANNING [J].
SHEN, WS ;
KHOONG, CM .
DECISION SUPPORT SYSTEMS, 1995, 15 (01) :75-82
[17]   Optimal threshold control of empty vehicle redistribution in two depot service systems [J].
Song, DP .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (01) :87-90