Automated multi-agent negotiation framework for the construction domain

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 com...

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Main Authors: Mahmoud, M.A., Ahmad, M.S., Yusoff, M.Z.M., Idrus, A.
Format: Conference Paper
Language:English
Published: 2017
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spelling my.uniten.dspace-56272018-01-25T01:22:31Z Automated multi-agent negotiation framework for the construction domain Mahmoud, M.A. Ahmad, M.S. Yusoff, M.Z.M. Idrus, A. 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. © Springer International Publishing Switzerland 2015. 2017-11-21T04:08:40Z 2017-11-21T04:08:40Z 2015 Conference Paper 10.1007/978-3-319-19638-1_23 en Advances in Intelligent Systems and Computing Volume 373, 2015, Pages 203-210
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
description 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. © Springer International Publishing Switzerland 2015.
format Conference Paper
author Mahmoud, M.A.
Ahmad, M.S.
Yusoff, M.Z.M.
Idrus, A.
spellingShingle Mahmoud, M.A.
Ahmad, M.S.
Yusoff, M.Z.M.
Idrus, A.
Automated multi-agent negotiation framework for the construction domain
author_facet Mahmoud, M.A.
Ahmad, M.S.
Yusoff, M.Z.M.
Idrus, A.
author_sort Mahmoud, M.A.
title Automated multi-agent negotiation framework for the construction domain
title_short Automated multi-agent negotiation framework for the construction domain
title_full Automated multi-agent negotiation framework for the construction domain
title_fullStr Automated multi-agent negotiation framework for the construction domain
title_full_unstemmed Automated multi-agent negotiation framework for the construction domain
title_sort automated multi-agent negotiation framework for the construction domain
publishDate 2017
_version_ 1644493737575841792
score 13.214268