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Author:

Mu, Dong (Mu, Dong.) | Wang, Chao (Wang, Chao.) (Scholars:王超) | Zhao, Fu (Zhao, Fu.) | Sutherland, John W. (Sutherland, John W..)

Indexed by:

SSCI Scopus

Abstract:

The vehicle routing problem with simultaneous pickup and delivery (VRPSPD) is an NP-hard combinatorial optimisation problem that has received considerable attention in the past few decades. A parallel simulated annealing (parallel-SA) algorithm that uses four different neighbourhood structures has been developed to solve this problem. The parallel-SA algorithm follows the traditional sequential SA algorithm with an integrated asynchronous and synchronous multiple Markov chains (MMC) approach and incorporates a master-slave structure in the algorithm. Computational results are reported for 72 test problems with 50 to 400 customers from Dethloff's medium-scale benchmark, Salhi and Nagy's medium-to-large-scale benchmark and Montane and Galvao's large-scale benchmark. Computational results indicate that the proposed parallel-SA algorithm is competitive with other well-known algorithms for VRPSPD from both quality of solution and computational time.

Keyword:

parallel algorithm simultaneous pickup and delivery vehicle routing simulated annealing

Author Community:

  • [ 1 ] [Mu, Dong]Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
  • [ 2 ] [Wang, Chao]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
  • [ 3 ] [Zhao, Fu]Purdue Univ, Environm & Ecol Engn, W Lafayette, IN 47907 USA
  • [ 4 ] [Sutherland, John W.]Purdue Univ, Environm & Ecol Engn, W Lafayette, IN 47907 USA
  • [ 5 ] [Zhao, Fu]Purdue Univ, Sch Mech Engn, W Lafayette, IN 47907 USA

Reprint Author's Address:

  • 王超

    [Wang, Chao]Beijing Univ Technol, Sch Econ & Management, Jing A503,100 Ping Le Yuan, Beijing 100124, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS

ISSN: 1756-6517

Year: 2016

Issue: 1

Volume: 8

Page: 81-106

ESI Discipline: ECONOMICS & BUSINESS;

ESI HC Threshold:187

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 42

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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