Cohesive Hybrid Intelligent Multi-Agent System Architecture
The paper is devoted to the development of architecture of a new class of intelligent system, namely a cohesive hybrid intelligent multi-agent system. This intelligent system is designed to model collective problem solving by an expert team at round-table. Like traditional hybrid intelligent multi-a...
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| Format: | Article |
| Language: | English |
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FRUCT
2020-04-01
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| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/fruct26/files/Lis.pdf |
| _version_ | 1818143737953386496 |
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| author | Sergey Listopad |
| author_facet | Sergey Listopad |
| author_sort | Sergey Listopad |
| collection | DOAJ |
| description | The paper is devoted to the development of architecture of a new class of intelligent system, namely a cohesive hybrid intelligent multi-agent system. This intelligent system is designed to model collective problem solving by an expert team at round-table. Like traditional hybrid intelligent multi-agent systems, this system integrates the advantages of the hybrid intelligent system concept and the multi-agent approach. The key difference of the proposed class of intelligent systems is the modeling of expert team cohesion, by coordinating goals, domain models and developing problem-solving protocol by agents. These mechanisms are especially relevant when a hybrid intelligent multi-agent system is built from agents developed by various independent teams. The paper presents the model of cohesive hybrid intelligent multi-agent system, its functional structure, and the architectures of its agents. |
| first_indexed | 2024-12-11T11:36:26Z |
| format | Article |
| id | doaj.art-2dd8ad92b1354694891424993051ff41 |
| institution | Directory Open Access Journal |
| issn | 2305-7254 2343-0737 |
| language | English |
| last_indexed | 2024-12-11T11:36:26Z |
| publishDate | 2020-04-01 |
| publisher | FRUCT |
| record_format | Article |
| series | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| spelling | doaj.art-2dd8ad92b1354694891424993051ff412022-12-22T01:08:44ZengFRUCTProceedings of the XXth Conference of Open Innovations Association FRUCT2305-72542343-07372020-04-0126126226910.23919/FRUCT48808.2020.9087438Cohesive Hybrid Intelligent Multi-Agent System ArchitectureSergey Listopad0Kaliningrad Branch of the Federal Research Center Computer Science and Control of the Russian Academy of Sciences, RussiaThe paper is devoted to the development of architecture of a new class of intelligent system, namely a cohesive hybrid intelligent multi-agent system. This intelligent system is designed to model collective problem solving by an expert team at round-table. Like traditional hybrid intelligent multi-agent systems, this system integrates the advantages of the hybrid intelligent system concept and the multi-agent approach. The key difference of the proposed class of intelligent systems is the modeling of expert team cohesion, by coordinating goals, domain models and developing problem-solving protocol by agents. These mechanisms are especially relevant when a hybrid intelligent multi-agent system is built from agents developed by various independent teams. The paper presents the model of cohesive hybrid intelligent multi-agent system, its functional structure, and the architectures of its agents.https://www.fruct.org/publications/fruct26/files/Lis.pdfcohesionhybrid intelligent multi-agent systemexpert team |
| spellingShingle | Sergey Listopad Cohesive Hybrid Intelligent Multi-Agent System Architecture Proceedings of the XXth Conference of Open Innovations Association FRUCT cohesion hybrid intelligent multi-agent system expert team |
| title | Cohesive Hybrid Intelligent Multi-Agent System Architecture |
| title_full | Cohesive Hybrid Intelligent Multi-Agent System Architecture |
| title_fullStr | Cohesive Hybrid Intelligent Multi-Agent System Architecture |
| title_full_unstemmed | Cohesive Hybrid Intelligent Multi-Agent System Architecture |
| title_short | Cohesive Hybrid Intelligent Multi-Agent System Architecture |
| title_sort | cohesive hybrid intelligent multi agent system architecture |
| topic | cohesion hybrid intelligent multi-agent system expert team |
| url | https://www.fruct.org/publications/fruct26/files/Lis.pdf |
| work_keys_str_mv | AT sergeylistopad cohesivehybridintelligentmultiagentsystemarchitecture |