Title :
Model and algorithm of multi-depot container truck transportation with time windows
Author :
Ruiyou Zhang ; Dingwei Wang ; Won Young Yun
Author_Institution :
Inst. of Syst. Eng., Northeastern Univ., Shenyang, China
Abstract :
A multi-depot container truck transportation problem with time windows is studied in this paper. Two types of transportation resources as trucks and containers and four types of container movements as inbound/outbound full and inbound/outbound empty movements are considered. The problem is formulated as a graph and then mathematically modeled as a multi-traveling salesman problem with time windows (m-TSPTW) with multiple depots. A reactive tabu search (RTS) algorithm is developed and tested based on a number of randomly generated examples. The results compared with the commercial tool CPLEX indicate that the RTS algorithm can find the optimum solutions of small-sized examples in short time. Furthermore, the algorithm is robust and stable to solve large-sized example.
Keywords :
freight handling; search problems; transportation; travelling salesman problems; inbound-outbound empty movement; inbound-outbound full movement; multi-depot container truck transportation; multi-traveling salesman problem; reactive tabu search; time windows; transportation resources; Containers; Cost function; Industrial engineering; Mathematical model; Random number generation; Road transportation; Robustness; Routing; Systems engineering and theory; Testing; Container movement; multiple depots; tabu search (TS); time windows; traveling salesman problem (TSP);
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
DOI :
10.1109/CCDC.2009.5195134