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IIMS: an integrated inventory management system based on software agent

Published: 01 November 2009 Publication History

Abstract

Advances in information technology have made the global operation of an enterprise possible. However, the control of information flow and logistics of retail outlets is far more complicated and more necessary than ever. The planning and management of the global stocks has to be drawn up from a strategic angle. In our research, we solve most of the inventory-related decision problems, which are divided into three domains and five dimensions by the concept of supply chain management. We propose an Integrated Inventory Management System (IIMS) to improve the effectiveness and efficiencies of inventory control. The IIMS framework constitutes software agents that enable systems to negotiate and cooperate with each other. The management processes are reconstructed to arrange agents into different uses and missions.

References

[1]
Adlakha, V. and Kowalski, K. (1999) 'On the fixed-charge transportation problem', Omega, Vol. 27, No. 3, pp.381-388.
[2]
Allen, D.S. (1999) 'Aggregate dynamics of (S,s) inventory management', International Journal of Production Economics, Vol. 59, Nos. 1-3, pp.231-242.
[3]
Anagun, A.S. (1997) 'Selecting inventory models using an expert system', Computers & Industrial Engineering, Vol. 33, Nos. 1-2, pp.299-302.
[4]
Arda, Y. and Hennet, J.C. (2006) 'Inventory control in a multi-supplier system', International Journal of Production Economics, Vol. 104, pp.249-259.
[5]
Azevedo, A.L., Toscano, C., Sousa, J.P. and Soares, A.L. (2004) 'An advanced agent-based order planning system for dynamic networked enterprises', Production Planning & Control, Vol. 15, No. 2, p.133.
[6]
Bararosoglu, G. and Yazgac, T. (1997) 'An application of the analytic hierarchy process to the supplier selection problem', Production and Inventory Management Journal, pp.14-21.
[7]
Chaudhry, S.S., Salchenberger, L. and Beheshtian, M. (1996) 'A small business inventory DSS: design, development, and implementation issues', Computers & Operations Research, Vol. 23, No. 1, pp.63-72.
[8]
Chen, H.G. and Sinha, D. (1996) 'An inventory decision support system using the object-oriented approach', Computers & Operations Research, Vol. 23, No. 2, pp.153-170.
[9]
Chen, H.M. and Huang, C.H. (2001) 'A system identification problem of estimating parameters in the profit analysis model for a product', International Journal of Production Economics, Vol. 72, pp.12-26.
[10]
Choi, T.Y. and Hartley, J.L. (1996) 'An exploration of supplier selection practices across the supply chain', Journal of Operations Management, Vol. 14, No. 4, pp.333-343.
[11]
Chou, S.Y. and Chang, Y.H. (2007) 'A decision support system for supplier selection based on a strategy-aligned fuzzy SMART approach', Electronic version, Expert Systems with Applications, in press, corrected proof (retrieved 15 July 2007 from Elsevier SDOS).
[12]
Choy, K.L., Lee, W.B.b. and Lo, V. (2003) 'Design of a case based intelligent supplier relationship management system - the integration of supplier rating system and product coding system', Expert Systems with Applications, Vol. 25, No. 1, pp.87-100.
[13]
Dangalchev, C.A. (1996) 'Partially-linear transportation problems', European Journal of Operational Research, Vol. 1, No. 3, pp.623-633.
[14]
Dickson, G.W. (1966) 'An analysis of vendor selection systems and decisions', Journal of Purchasing, Vol. 2, No. 1, pp.5-7.
[15]
Ellram, L.M. (1990) 'The supplier selection decision in strategic partnership', Journal of Purchasing and Materials Management, Vol. 26, pp.8-15.
[16]
Fuente, M.V., Ros, L. and Cardo, M. (2007) 'Integrating forward and reverse supply chains: application to a metal-mechanic company', Electronic version, International Journal of Production Economics, in press, corrected proof (retrieved 3 July 2007 from Elsevier SDOS).
[17]
Ganeshan, R. (1999) 'Managing supply chain inventories: a multiple retailer, one warehouse, multiple supplier model', International Journal of Production Economics, Vol. 59, pp.341-354.
[18]
Geng, Q. and Mallik, S. (2007) 'Inventory competition and allocation in a multi-channel distribution system', European Journal of Operational Research, Vol. 182, No. 2, pp.704-729.
[19]
Ghodsypour, S.H. and O'Brien, C. (1998) 'A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming', International Journal of Production Economics, Vols. 56-57, pp.199-212.
[20]
Govindu, R. and Chinnam, R.B. (2007) 'MASCF: a generic process-centered methodological framework for the analysis and design of multi-agent supply chain systems', Electronic version, Computers & Industrial Engineering, in press, accepted manuscript (retrieved 22 July 2007 from Elsevier SDOS).
[21]
Gunasekaran, A. and Ngai, E.W.T. (2004) 'Information systems in supply chain integration and management', European Journal of Operational Research, Vol. 159, No. 2, pp.269-295.
[22]
Hendricks, K.B. and Singhal, V.R. (1997) 'Does implementing an effective TQM program actually improve operation performance? Empirical evidence from firms that have won quality awards', Management Science, Vol. 43, No. 9, pp.1258-1274.
[23]
Humphreys, P.K., Wong, Y.K. and Chan, F.T.S. (2003) 'Integrating environmental criteria into the supplier selection process', Journal of Materials Processing Technology, Vol. 138, Nos. 1-3, pp.349-356.
[24]
Hussein, M.L. (1998) 'Complete solutions of multiple objective transportation problems with possibilistic coefficients', Fuzzy Sets and Systems, Vol. 93, No. 3, pp.293-299.
[25]
Ito, T. and Abadi, S.M.M.J. (2002) 'Agent-based material handling and inventory planning in warehouse', Journal of Intelligent Manufacturing, Vol. 13, No. 3, pp.201-210.
[26]
Jennings, N., Sycara, K. and Wooldridge, M. (1998) 'A roadmap of agent research and development', Autonomous Agents and Multi-Agent Systems, Vol. 1, pp.7-38.
[27]
Julka, N., Srinivasan, R. and Karimi, I. (2002) 'Agent-based supply chain management - 1: framework', Computers and Chemical Engineering, Vol. 26, No. 12, pp.1755-1769.
[28]
Kar, S., Bhunia, A.K. and Maiti, M. (2001) 'Inventory of multi-deteriorating items sold from two shops under single management with constraints on space and investment', Computers and Operations Research, Vol. 28, No. 12, pp.1203-1221.
[29]
Karabuk, S. (2007) 'Modeling and optimizing transportation decisions in a manufacturing supply chain', Transportation Research Part E, Vol. 43, pp.321-337.
[30]
Kleinschmidt, P. and Schannath, H. (1995) 'A strongly polynomial algorithm for the transportation problem', Mathematical Programming, Vol. 68, No. 1, pp.1-13.
[31]
Korhonen, K. and Pirttilä, T. (2003) 'Cross-functional decision-making in improving inventory management decision process', International Journal of Production Economics, Vol. 81-82, pp.195-203.
[32]
Laudon, K.C. and Laudon, J.P. (2002) Management Information System: Managing the Digital Firm, Prentice-Hall International.
[33]
Lyu, J.J. (1995) 'On developing an inventory management system in the client/server environment', Computers and Industrial Engineering, Vol. 29, Nos. 1-4, pp.93-97.
[34]
Manzini, R., Gamberi, M., Gebennini, E. and Regattieri, A. (2007) 'An integrated approach to the design and management of a supply chain system', Electronic version, The International Journal of Advanced Manufacturing Technology, in press, accepted manuscript (retrieved 8 July 2007 from SpringerLink).
[35]
Nicholson, L., Vakharia, A.J. and Selcuk Erenguc, S. (2004) 'Outsourcing inventory management decisions in healthcare: models and application', European Journal of Operational Research, Vol. 154, No. 1, pp.271-290.
[36]
Patton, W.E. (1996) 'Use of human judgment models in industrial buyers' vendor selection decisions', Industrial Marketing Management, Vol. 25, pp.135-149.
[37]
Pirkul, H. and Jayaraman, V. (1998) 'A multi-commodity, multi-plant, capacitated facility location problem: formulation and efficient heuristic solution', Computers & Operations Research, Vol. 25, No. 10, pp.869-878.
[38]
Prasad, S., Shah, V. and Hasan, J. (1996) 'A prototype intelligent model management system for inventory decision support', Omega, Vol. 24, No. 2, pp.153-166.
[39]
Sheth, J.N. and Sharma, A. (1997) 'Supplier relationships: emerging issues and challenges', Industrial Marketing Management, Vol. 26, No. 2, pp.91-100.
[40]
Singh, P. and Saxena, P.K. (2003) 'The multiple objective time transportation problem with additional restrictions', European Journal of Operational Research, Vol. 146, No. 3, pp.460-476.
[41]
The Software Agents Mailing List FAQ (2001) http://www.ii.fmph.uniba.sk/ui/faqs/ (visited November 2001).
[42]
Verwijmeren, M. (2004) 'Software component architecture in supply chain management', Computers in Industry, Vol. 53, pp.165-178.
[43]
Verwijmeren, M.A.A.P. (2000) 'Exploiting distributed object technology to achieve networked inventory management', Computers in Industry, Vol. 41, No. 3, pp.239-250.
[44]
Zomerdijk, L.G. and de Vries, J. (2003) 'An organizational perspective on inventory control: theory and a case study', International Journal of Production Economics, Vols. 173-183, pp.81-82.

Cited By

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  • (2018)Teaching ERP in logistics curriculum: a case experience from SwedenInternational Journal of Business Information Systems10.1504/IJBIS.2010.0350476:3(295-314)Online publication date: 27-Dec-2018

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Published In

cover image International Journal of Business Information Systems
International Journal of Business Information Systems  Volume 4, Issue 1
November 2008
142 pages
ISSN:1746-0972
EISSN:1746-0980
Issue’s Table of Contents

Publisher

Inderscience Publishers

Geneva 15, Switzerland

Publication History

Published: 01 November 2009

Author Tags

  1. SCM
  2. information flow
  3. integrated inventory management
  4. inventory control
  5. logistics
  6. retailing
  7. software agents
  8. strategic planning
  9. supplier selection
  10. supply chain management
  11. transportation management

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  • (2018)Teaching ERP in logistics curriculum: a case experience from SwedenInternational Journal of Business Information Systems10.1504/IJBIS.2010.0350476:3(295-314)Online publication date: 27-Dec-2018

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