775
Views
31
CrossRef citations to date
0
Altmetric
Original Articles

Ant colony optimisation algorithm for distribution-allocation problem in a two-stage supply chain with a fixed transportation charge

, &
Pages 698-717 | Received 26 Jun 2011, Accepted 12 Jan 2012, Published online: 27 Mar 2012

References

  • Abreu , A and Camarinha-Matos , LM . 2008 . On the role of value systems to promote the sustainability of collaborative environments . International Journal of Production Research , 46 ( 5 ) : 1207 – 1229 .
  • Adlakha , V and Kowalski , K . 1999 . On the fixed-charge transportation problem . Omega: The International Journal of Management Science , 27 ( 3 ) : 381 – 388 .
  • Adlakha , V and Kowalski , K . 2003 . A simple heuristic for solving small fixed-charge transportation problems . Omega: The International Journal of Management Science , 31 ( 3 ) : 205 – 211 .
  • Adlakha , V . 2007 . More-for-less algorithm for fixed-charge transportation problems . Omega: The International Journal of Management Science , 35 ( 1 ) : 116 – 127 .
  • Aytug , H , Khouja , M and Vergara , FE . 2003 . Use of genetic algorithms to solve production and operations management problems: a review . International Journal of Production Research , 41 ( 17 ) : 3955 – 4009 .
  • Bachlaus , M , Tiwari , MK and Chan , FTS . 2009 . Multi-objective resource assignment problem in a product-driven supply chain using a Taguchi-based DNA algorithm . International Journal of Production Research , 47 ( 9 ) : 2345 – 2371 .
  • Çakir , O . 2009 . Benders Decomposition applied to multi-commodity, multi-mode distribution planning . Expert Systems with Applications , 36 ( 4 ) : 8212 – 8217 .
  • Chan , FTS and Kumar , N . 2009 . Effective allocation of customers to distribution centres: a multiple ant colony optimization approach . Robotics and Computer Integrated Manufacturing , 25 ( 1 ) : 1 – 12 .
  • Chang , PT . 2008 . Ant colony optimization system for a multi-quantitative and qualitative objective job-shop parallel-machine-scheduling problem . International Journal of Production Research , 46 ( 20 ) : 5719 – 5759 .
  • Chang , Y and Lee , C . 2004 . Machine scheduling with job delivery coordination . European Journal of Operational Research , 158 ( 2 ) : 470 – 487 .
  • Ding , H , Benyoucef , L and Xie , X . 2009 . Stochastic multi-objective production-distribution network design using simulation-based optimization . International Journal of Production Research , 47 ( 2 ) : 479 – 505 .
  • Dorigo , M and Gambardella , LM . 1997 . Ant colony system: a cooperative learning approach to the travelling salesman problem . IEEE Transactions on Evolutionary Computation , 1 ( 1 ) : 53 – 66 .
  • Dorigo , M and Stützle , T . 2004 . Ant colony optimization , Cambridge , MA : MIT Press .
  • Dotoli , M . 2005 . A multi-level approach for network design of integrated supply chains . International Journal of Production Research , 43 ( 20 ) : 4267 – 4287 .
  • García-Martínez , C , Cordón , O and Herrera , F . 2007 . A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP . European Journal of Operational Research , 180 ( 1 ) : 116 – 148 .
  • Gen , M and Cheng , R . 1997 . Genetic algorithms and engineering design , New York : Wiley .
  • Gen , M , Cheng , R and Oren , SS . 2001 . Network design techniques using adapted genetic algorithms . Advances in Engineering Software , 32 ( 9 ) : 731 – 744 .
  • Gen , M and Li , Y-Z . 1999. Spanning tree-based genetic algorithm for bi-criteria fixed charge transportation problem. IEEE Proceedings, 2265–2271
  • Gottlieb , J . and Paulmann, L., 1998. Genetic algorithms for the fixed charge transportation problems. In: Proceedings of the IEEE conference on evolutionary computation, ICEC. 330–335
  • Gunasekaran , A and Kobu , B . 2007 . Performance measures and metrics in logistics and supply chain management: a review of recent literature (1995–2004) for research and applications . International Journal of Production Research , 45 ( 12 ) : 2819 – 2840 .
  • Hauser , K and Chung , CH . 2006 . Genetic algorithms for layout optimization in cross-docking operations of a manufacturing plant . International Journal of Production Research , 44 ( 21 ) : 4663 – 4680 .
  • Hultberg , TH and Cardoso , DM . 1997 . The teacher assignment problem: a special case of the fixed charge transportation problem . European Journal of Operational Research , 101 ( 3 ) : 463 – 473 .
  • Jawahar , N and Balaji , AN . 2009 . A genetic algorithm for the two-stage supply chain distribution problem associated with a fixed charge . European Journal of Operational Research , 194 ( 2 ) : 496 – 537 .
  • Jo , J-B , Li , Y and Gen , M . 2007 . Nonlinear fixed charge transportation problem by spanning tree-based genetic algorithm . Computers & Industrial Engineering , 53 ( 2 ) : 290 – 298 .
  • Kannan , G . 2008 . A Nelder and Mead Methodology for solving small fixed-charge transportation problems . International Journal of Information Systems and Supply Chain Management , 1 ( 4 ) : 60 – 72 .
  • Kowalski , K and Lev , B . 2008 . On step fixed-charge transportation problem . OMEGA: The International Journal of Management Science , 36 ( 5 ) : 913 – 917 .
  • Kumar , SK , Tiwari , MK and Babiceanu , RF . 2010 . Minimisation of supply chain cost with embedded risk using computational intelligence approaches . International Journal of Production Research , 48 ( 13 ) : 3717 – 3739 .
  • Lee , J-H , Moon , I-K and Park , J-H . 2010 . Multi-level supply chain network design with routing . International Journal of Production Research , 48 ( 13 ) : 3957 – 3976 .
  • Middendorf , M , Reischle , F and Schmeck , H . 2002 . Multi colony ant algorithms . Journal of Heuristics , 8 ( 3 ) : 305 – 320 .
  • Monthatipkul , C and Kawtummachai , R . 2007 . Algorithm for constructing a delivery-sequencing/inventory-allocation plan for supply chain control in the operational planning level . International Journal of Production Research , 45 ( 5 ) : 1119 – 1139 .
  • Narahari , Y and Biswas , S . 2007 . “ Performance measures and performance models for supply chain decision making ” . In Measuring supply chain performance , Hyderabad : Institute of Chartered Financial Analysts of India University Book Series .
  • Pal , A . 2010 . Aggregate procurement, production, and shipment planning decision problem for a three-echelon supply chain using swarm-based heuristics . International Journal of Production Research , 49 ( 10 ) : 2873 – 2905 .
  • Park , YB . 2005 . An integrated approach for production and distribution planning in supply chain management . International Journal of Production Research , 43 ( 6 ) : 1205 – 1224 .
  • Poorzahedy , H and Rouhani , OM . 2007 . Hybrid meta-heuristic algorithms for solving network design problem . European Journal of Operational Research , 182 ( 2 ) : 578 – 596 .
  • Poura , HD and Nosratya , M . 2006 . Solving the facility and layout and location problem by ant-colony optimization-meta heuristic . International Journal of Production Research , 44 ( 23 ) : 5187 – 5196 .
  • Raj , KAAD and Rajendran , C . 2009 . Fast heuristic algorithms to solve a single-sink fixed-charge transportation problem . International Journal of Operational Research , 6 ( 3 ) : 304 – 329 .
  • Rizzoli , AE . 2007 . Ant colony optimization for real-world vehicle routing problems: from theory to applications . Swarm Intelligence , 1 ( 2 ) : 135 – 151 .
  • Roh , M-I and Cha , J-H . 2011 . A block transportation scheduling system considering a minimisation of travel distance without loading of and interference between multiple transporters . International Journal of Production Research , 49 ( 11 ) : 3231 – 3250 .
  • Samaranayake , P and Toncich , D . 2007 . Integration of production planning, project management and logistics systems for supply chain management . International Journal of Production Research , 45 ( 22 ) : 5417 – 5447 .
  • Shukla , M . 2009 . Integrated model for the batch sequencing problem in a multi-stage supply chain: an artificial immune system based approach . International Journal of Production Research , 47 ( 4 ) : 1015 – 1037 .
  • Silva , CA . 2009 . Distributed supply chain management using ant colony optimization . European Journal of Operational Research , 199 ( 2 ) : 349 – 358 .
  • Socha , K and Dorigo , M . 2008 . Ant colony optimization for continuous domains . European Journal of Operational Research , 185 ( 3 ) : 1155 – 1173 .
  • Sun , M . 1998 . Tabu search heuristic procedure for the fixed charge transportation problem . European Journal of Operational Research , 106 ( 2–3 ) : 411 – 456 .
  • Tiwari , MK . 2010 . A hybrid Taguchi–Immune approach to optimize an integrated supply chain design problem with multiple shipping . European Journal of Operational Research , 203 ( 1 ) : 95 – 106 .
  • Wadhwa , S , Saxena , A and Chan , FTS . 2008 . Framework for flexibility in dynamic supply chain management . International Journal of Production Research , 46 ( 6 ) : 1373 – 1404 .
  • Xu , J , Liu , Q and Wang , R . 2008 . A class of multi-objective supply chain networks optimal model under random fuzzy environment and its application to the industry of Chinese liquor . Information Sciences , 178 ( 8 ) : 2022 – 2043 .
  • Yang , J and Zhuang , Y . 2010 . An improved ant colony optimization algorithm for solving a complex combinatorial optimization problem . Applied Soft Computing , 10 ( 2 ) : 653 – 660 .
  • Zhu , Q and Zhang , J . 2011 . Ant colony optimisation with elitist ant for sequencing problem in a mixed model assembly line . International Journal of Production Research , 49 ( 15 ) : 4605 – 4626 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.