A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis
Decision support consists of proposing tasks and projects by taking into account temporal constraints and the use of resources with the aim of finding a compromise solution between several alternatives. Indeed, on the one hand, centralized resolution systems and methods are generally inappropriate t...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Universidad Internacional de La Rioja (UNIR)
2019-12-01
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| Series: | International Journal of Interactive Multimedia and Artificial Intelligence |
| Subjects: | |
| Online Access: | http://www.ijimai.org/journal/node/2948 |
| _version_ | 1819079323285454848 |
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| author | Sofiane Khiat Hamdadou Djamila |
| author_facet | Sofiane Khiat Hamdadou Djamila |
| author_sort | Sofiane Khiat |
| collection | DOAJ |
| description | Decision support consists of proposing tasks and projects by taking into account temporal constraints and the use of resources with the aim of finding a compromise solution between several alternatives. Indeed, on the one hand, centralized resolution systems and methods are generally inappropriate to the real case because of the local unavailability of decision makers. On the other hand, the data of the decisional problem are generally poorly expressed in a negotiation environment. Other techniques and approaches treat the same decision-making problem and impose a distributed vision for coherent decisions. For this purpose, Multi-Agent Systems (MAS) allow modeling a distributed resolution of the group decision support problem. In this article, we propose a new model of a multi-criteria group decision support system based on a multi-agent system modeling a spatial problem. We consider that each decision maker is assimilated to an agent that has a decision-making autonomy, in which he interacts with other agents in the debate through a negotiation process in order to reach an acceptable compromise. In this study, we propose coordination mechanisms among agents to highlight the simulated negotiation. Therefore, the proposed system finds a solution before fixed deadlines’ time expire. We experiment the suggested negotiation model to solve the decisional problem of spatial localization in territory planning. |
| first_indexed | 2024-12-21T19:27:10Z |
| format | Article |
| id | doaj.art-163d325db47948f386919743e5f3f7cc |
| institution | Directory Open Access Journal |
| issn | 1989-1660 1989-1660 |
| language | English |
| last_indexed | 2024-12-21T19:27:10Z |
| publishDate | 2019-12-01 |
| publisher | Universidad Internacional de La Rioja (UNIR) |
| record_format | Article |
| series | International Journal of Interactive Multimedia and Artificial Intelligence |
| spelling | doaj.art-163d325db47948f386919743e5f3f7cc2022-12-21T18:52:47ZengUniversidad Internacional de La Rioja (UNIR)International Journal of Interactive Multimedia and Artificial Intelligence1989-16601989-16602019-12-01577110.9781/ijimai.2019.03.002ijimai.2019.03.002A Temporal Distributed Group Decision Support System Based on Multi-Criteria AnalysisSofiane KhiatHamdadou DjamilaDecision support consists of proposing tasks and projects by taking into account temporal constraints and the use of resources with the aim of finding a compromise solution between several alternatives. Indeed, on the one hand, centralized resolution systems and methods are generally inappropriate to the real case because of the local unavailability of decision makers. On the other hand, the data of the decisional problem are generally poorly expressed in a negotiation environment. Other techniques and approaches treat the same decision-making problem and impose a distributed vision for coherent decisions. For this purpose, Multi-Agent Systems (MAS) allow modeling a distributed resolution of the group decision support problem. In this article, we propose a new model of a multi-criteria group decision support system based on a multi-agent system modeling a spatial problem. We consider that each decision maker is assimilated to an agent that has a decision-making autonomy, in which he interacts with other agents in the debate through a negotiation process in order to reach an acceptable compromise. In this study, we propose coordination mechanisms among agents to highlight the simulated negotiation. Therefore, the proposed system finds a solution before fixed deadlines’ time expire. We experiment the suggested negotiation model to solve the decisional problem of spatial localization in territory planning.http://www.ijimai.org/journal/node/2948dssmulti-agent systemsmulti-criteria decision analysisspatio temporal modelingterritory planning |
| spellingShingle | Sofiane Khiat Hamdadou Djamila A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis International Journal of Interactive Multimedia and Artificial Intelligence dss multi-agent systems multi-criteria decision analysis spatio temporal modeling territory planning |
| title | A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis |
| title_full | A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis |
| title_fullStr | A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis |
| title_full_unstemmed | A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis |
| title_short | A Temporal Distributed Group Decision Support System Based on Multi-Criteria Analysis |
| title_sort | temporal distributed group decision support system based on multi criteria analysis |
| topic | dss multi-agent systems multi-criteria decision analysis spatio temporal modeling territory planning |
| url | http://www.ijimai.org/journal/node/2948 |
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