Automated Multi-agent Negotiation Framework for the Construction Domain

  • Moamin A. MahmoudEmail author
  • Mohd Sharifuddin Ahmad
  • Mohd Zaliman M. Yusoff
  • Arazi Idrus
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 373)


In this paper, we propose an automated multi-agent negotiation framework for decision making in the construction domain. It enables software agents to conduct negotiations and autonomously make decisions. The proposed framework consists of two types of components, internal and external. Internal components are integrated into the agent architecture while the external components are blended within the environment to facilitate the negotiation process. The internal components are negotiation algorithm, negotiation style, negotiation protocol, and solution generators. The external components are the negotiation base and the conflict resolution algorithm. We also discuss the decision making process flow in such system. There are three main processes in decision making for specific projects, which are propose solutions, negotiate solutions and handling conflict outcomes (conflict resolution). We finally present the proposed architecture that enables software agents to conduct automated negotiation in the construction domain.


Intelligent Software Agent Multi-agent Systems Agent and Negotiation Automated Negotiation Value Management Construction Domain 


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  1. 1.
    Utomo, C.: Development of a negotiation Support Model for Value Management in Construction. PhD Thesis, University Teknologi PETRONAS (December 2009)Google Scholar
  2. 2.
    Kexing, L.: A survey of agent based automated negotiation. In: 2011 International Conference on Network Computing and Information Security (NCIS), vol. 2, pp. 24–27. IEEE (2011)Google Scholar
  3. 3.
    Beer, M., d’Inverno, M., Jennings, R.N., Luck, M., Preist, C., Schroeder, M.: Negotiation in multi-agent systems. Knowledge Engineering Review 14(3), 285–289 (1999)CrossRefGoogle Scholar
  4. 4.
    Ren, Z., Anumba, C.J.: Multi-agent systems in construction—state of the art and prospects. Automation in Construction 13, 421–434 (2004)CrossRefGoogle Scholar
  5. 5.
    Wang, M., Wang, H., Vogel, D., Kumar, K., Chiu, D.K.W.: Agent-based negotiation and decision making for dynamic supply chain formation. Engineering Applications of Artificial Intelligence 22(7), 1046–1055 (2009)CrossRefGoogle Scholar
  6. 6.
    Utomo, C., Idrus, A.: A Concept toward Negotiation Support for Value Management on Sustainable Construction. Journal of Sustainable Development 4(6) (2011)Google Scholar
  7. 7.
    Sanchez-Anguix, V., Julian, V., Botti, V., García-Fornes, A.: Tasks for agent-based negotiation teams: Analysis, review, and challenges. Engineering Applications of Artificial Intelligence 26(10), 2480–2494 (2013)CrossRefGoogle Scholar
  8. 8.
    Anderson, R.M., Hobbs, B.F., Bell, M.L.: Multi-objective decision-making in negotiation and conflict resolution. In: Encyclopedia of Life Support Systems. Eolss Publishers, New York (2002)Google Scholar
  9. 9.
    Anumba, C.J., Ugwu, O.O., Ren, Z.: Agents And Multi-agent Systems in Construction. Spon Press (2005)Google Scholar
  10. 10.
    Coutinho, C., Cretant, A., Ferreira da Silva, C., Ghodous, P., Jardim-Goncalves, R.: Service-based negotiation for advanced collaboration in enterprise networks. Journal of Intelligent Manufacturing (2014), doi:10.1007/s10845-013-0857-4Google Scholar
  11. 11.
    Dzeng, R.J., Lin, Y.C.: Intelligent agents for supporting construction procurement negotiation. Expert Systems with Applications 27(1), 107–119 (2004)CrossRefGoogle Scholar
  12. 12.
    Anumba, C.J., Ren, Z., Thorpe, A., Ugwu, O.O., Newnham, L.: Negotiation within a multi-agent system for the collaborative design of light industrial buildings. Adv. Eng. Software 34(7), 389–401 (2003)CrossRefGoogle Scholar
  13. 13.
    Johnson, H., Johnson, P.: Task Knowledge Structures: Psychological basis and integration into system design. Acta Psychologica 78, 3–26 (1991)CrossRefGoogle Scholar
  14. 14.
    Friend, M., Cook, L.: The new Mainstreeem. Instructor, 30–36Google Scholar
  15. 15.
    Matthews, J.: Implications for collaborative educators preparation and development: A sample instructional approach. In: Pounder, D.G. (ed.) Restructuring School of Collaboration: Promise and Pitfalls. State University of NewYork Press (1998)Google Scholar
  16. 16.
    Holley, W.H., Jennings, K.M.: The labour relations process, 8th edn., ch. 6. Thomsan/South-Westeren, Mason (2005)Google Scholar
  17. 17.
    SAVE International, value methodology standards (2001)Google Scholar
  18. 18.
    Kelly, J., Male, S.: Value Management. In: Kelly, J., Morledge, R., Wilkinson, S. (eds.) Best Value in Construction, ch. 5, pp. 77–99. Blackwell, Oxford (2002)Google Scholar
  19. 19.
    Mukhopadhyaya, A.K.: Value Engineering Concept, Techniques and Applications. Response Books, New Delhi (2003)Google Scholar
  20. 20.
    Kelly, J., Male, S.: Value Management in Decision and Construction, The Economic Management of Projects. Spon Press, LondonGoogle Scholar
  21. 21.
    Jaapar, A., Endut, I.R., Bari, N.A.A., Takim, R.: The impact of value management implementation in Malaysia. Journal of Sustainable Development 2(2) (2009)Google Scholar
  22. 22.
    Shen, Q., Chung, J.K.H., Li, H., Shen, L.: A Group Support System for improving value management studies in construction. Automation in Construction 13, 209–224 (2004)CrossRefGoogle Scholar
  23. 23.
    Cariaga, I., El-Diraby, T., Osman, H.: Integrating Value Analysis and Quality Function Deployment for Evaluating Design Alternatives. Construction Engineering and Management 133(10), 761–770 (2007)CrossRefGoogle Scholar
  24. 24.
    Qing, Y., Wanhua, Q.: Value Engineering Analysis and Evaluation. For the Second Beijing Capital Airport. Value World, Spring, SAVE International (2007)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Moamin A. Mahmoud
    • 1
    Email author
  • Mohd Sharifuddin Ahmad
    • 1
  • Mohd Zaliman M. Yusoff
    • 1
  • Arazi Idrus
    • 2
  1. 1.Centre for Agent Technology, College of Information TechnologyUniversiti Tenaga NasionalKajangMalaysia
  2. 2.Department of Civil EngineeringUniversiti Pertahanan Nasional MalaysiaKuala LumpurMalaysia

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