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Dynamic organization of multi-agent systems

P. Mathieu, J. C. Routier, Y. Secq
2002 Proceedings of the first international joint conference on Autonomous agents and multiagent systems part 1 - AAMAS '02  
Many models of organizations for multi-agent systems have been proposed so far.  ...  However the complexity implied by the design of social organizations in a given multi-agent system is often not mentioned.  ...  Beginning: multi-agent system is hierarchically organized, requests for sent by SU (see double dash lines) use the default hierarchical organization and SP1 is reached. b.  ... 
doi:10.1145/544838.544844 fatcat:m3qufgbgebgkvlckbpnuubhe34

Dynamic organization of multi-agent systems

P. Mathieu, J. C. Routier, Y. Secq
2002 Proceedings of the first international joint conference on Autonomous agents and multiagent systems part 1 - AAMAS '02  
Many models of organizations for multi-agent systems have been proposed so far.  ...  However the complexity implied by the design of social organizations in a given multi-agent system is often not mentioned.  ...  Beginning: multi-agent system is hierarchically organized, requests for sent by SU (see double dash lines) use the default hierarchical organization and SP1 is reached. b.  ... 
doi:10.1145/544741.544844 dblp:conf/atal/MathieuRS02 fatcat:l6ipktumzvbrpjwpnriszrvgla

A ROBUST ORGANIZATIONAL POLICY FOR TASK AND RESOURCE ALLOCATION: A NOVEL FRAMEWORK

SHUEB ALI KHAN, VINIT KUMAR SHARMA
2019 INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY  
Examples are hierarchical organization, contract net protocol, social reasoning mechanism, and the use of matchmaker agents.  ...  These policies allow the problem solving roles of the agents to change dynamically but do not adapt to variations in computational load on the multi-agent system.  ...  Self-Agents Container In addition to this, the multi-agent system organization would facilitate cooperative problem solving among agents within an organization, and allows the multi-agent system- To adapt  ... 
doi:10.34218/ijcet.10.2.2019.004 fatcat:37g53sqxirbhhp2cb2fsijdjhi

The Future of Energy Markets and the Challenge of Decentralized Self-management [chapter]

Frances Brazier, Elth Ogston, Martijn Warnier
2012 Lecture Notes in Computer Science  
Overlay structures (as defined within p2p research) define such adaptive communication structures, multi-agent research provides interaction patterns.  ...  Communication structures between systems, e.g., hierarchical or clustered organizations, can emerge, organizations between and within which systems can choose to cooperate and coordinate their actions,  ...  Distributed self-management of individual appliances: communication and aggregation Virtual organizations of agents define communication structures between agents, e.g., hierarchical organizations [4]  ... 
doi:10.1007/978-3-642-31809-2_9 fatcat:pempovw2ord75c2cbdk6njr7iu

Roles and Hierarchy in Multi-agent Organizations [chapter]

Emmanuel Adam, René Mandiau
2005 Lecture Notes in Computer Science  
However, it is essential to interact with agents according to theirs roles: most of multi-agent methods and platforms are based on the roles management.  ...  Holonic Multi-Agent organisations are particular pyramidal organisations where agents of a layer (having the same coordinator) are able to communicate and to negotiate directly between them.  ...  Conclusion Our works use the holonic concept to understand and analyse human organizations and design multi-agent system particularly adapted to the studied human organizations.  ... 
doi:10.1007/11559221_55 fatcat:qcfto4ibnjcvbltk6qbs3t4p6a

A New Organization Model for Self-Organizing Multi-Agent Systems Based on Self-Adaptation Features

Amin Rahmanzadeh
2014 International Journal of Intelligent Information Systems  
Finally we have proposed a model to improve Self-Organized organizations of Multi-Agent systems.  ...  Altogether, we have tried to analyze and compare some of main proposed models for Multi-Agent systems' organization.  ...  . • Matrix Organizations: in a strict hierarchical organization, the structure is like a tree in which an agent or a group of agents report to one manager that provides these agents with goals, direction  ... 
doi:10.11648/j.ijiis.s.2014030601.13 fatcat:iokrvukjlnhybjrk3mrxlxcbri

Hierarchical Organizations and a Supporting Software Architecture for Floating Car Data

Robrecht Haesevoets, Danny Weyns, Tom Holvoet, Wouter Joosen, Paul Valckenaers
2008 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops  
We propose a number of reusable organization abstractions and a software architecture to support a multi-agent approach applied to floating car data.  ...  The abstractions are based on the idea of hierarchical organizations which are used as units of data aggregation. In this approach, an agent is deployed on each vehicle.  ...  This is reflected in a more lightweight software architecture, and an adapted organization model with support for hierarchical organizations.  ... 
doi:10.1109/sasow.2008.30 dblp:conf/saso/HaesevoetsWHJV08 fatcat:n4jrj4rexfgdfpl5rp3tuzrqp4

Adaptive Team-Based Multi-Agent Organizational Model: A Case in Rescue Systems

Afsaneh Fatemi, Kamran Zamanifar, Naser Nematbakhsh
2011 International Journal of Computer Science & Information Technology (IJCSIT)  
In this paper, we addressed the problem of modelling complex cooperative multi-agent organizations.  ...  Adaptation via reorganization makes the model appropriate for dynamic environments.  ...  Based on this model, in order to introduce a multi-agent organization we try to define structural model (that shows organization designing), activity model (that shows the entire functionality of organization  ... 
doi:10.5121/ijcsit.2011.3212 fatcat:4iqiypzpqzctvpj7se4pntsej4

Engineering Hierarchical Complex Systems: An Agent-Based Approach. The Case of Flexible Manufacturing Systems [chapter]

Gildas Morvan, Daniel Dupont, Jean-Baptiste Soyez, Rochdi Merzouki
2012 Studies in Computational Intelligence  
It relies on concepts that have been developed in the multi-agent-based simulation (MABS) literature: level, influence and reaction.  ...  In the conclusion, we discuss the main perspective of this work: the definition of a generic meta-model for holonic multi-agent systems (HMAS).  ...  Holonic multi-agent systems (HMAS) can be viewed as a specific case of multi-level multi-agent-systems (MAS), the most obvious aspect being the loosely hierarchical organization of levels.  ... 
doi:10.1007/978-3-642-27449-7_4 fatcat:2svonnvqkzcn5g5i2ddnjsik74

Robustness Analysis of Holonic Multi-Agent Systems: Application to Traffic Signals Control

2018 Tehnički Vjesnik  
Holonic Multi-Agent Systems (HMASs) present a suitable organization, especially in large-scale systems. The idea behind HMASs is a division of a system into smaller sub-systems in a recurrent way.  ...  Multi-Agent Systems (MASs) provide a powerful tool to model distributed systems.  ...  Figure 1 A holonic organization Therefore, a holonic multi-agent system has a hierarchical and flexible structure.  ... 
doi:10.17559/tv-20161221220842 fatcat:fetjpd23dfh7xk2m3f3vwoayxa

Boosting-Based Learning Agents for Experience Classification

Po-chun Chen, Xiaocong Fan, Shizhuo Zhu, John Yen
2006 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology  
The capability of learning from experience is of critical importance in developing multi-agent systems supporting dynamic group decision making.  ...  To further understand such a hierarchical learning concept, we implemented a learning component within the R-CAST agent architecture, with lower-level learners using the LogitBoost algorithm with decision  ...  In general, this hierarchical learning approach provides a systematic and flexible way for organizing learning-enabled agents.  ... 
doi:10.1109/iat.2006.44 dblp:conf/iat/ChenFZY06 fatcat:qmsjual7kveipobr7fixmfkslm

Analysis of Bullying in Cooperative Multi-agent Systems' Communications

Celia Gutierrez
2013 International Journal of Interactive Multimedia and Artificial Intelligence  
This platform follows the Adaptive Multi-agent Systems paradigm. Experimentation with ICARO-T includes two deployments: the equitative and the authoritative.  ...  Cooperative Multi-agent Systems frameworks do not include modules to test communications yet.  ...  In this vein, there is a relevant theory, called Adaptive Multi-Agent Systems (AMAS) [5] , [6] .  ... 
doi:10.9781/ijimai.2013.245 fatcat:ycozmmz3hrgpddbzyoc2hf4n4i

Distributed and Democratized Learning: Philosophy and Research Challenges [article]

Minh N. H. Nguyen, Shashi Raj Pandey, Kyi Thar, Nguyen H. Tran, Mingzhe Chen, Walid Saad, Choong Seon Hong
2020 arXiv   pre-print
Correspondingly, inspired by the societal groups of humans, the specialized groups of learning agents in the proposed Dem-AI system are self-organized in a hierarchical structure to collectively perform  ...  Accordingly, we introduce four underlying mechanisms in the design such as plasticity-stability transition mechanism, self-organizing hierarchical structuring, specialized learning, and generalization.  ...  (b) Self-organizing hierarchical structuring. the learning agents to attain higher performance in the fixed training environment.  ... 
arXiv:2003.09301v2 fatcat:r2wpohc4tjbfxntso44yhag3ly

A Self-Organizing and Holonic Model for Optimization in Multi-Level Location Problems

Sana Moujahed, Nicolas Gaud, David Meignan
2007 2007 5th IEEE International Conference on Industrial Informatics  
This model was efficiently applied to a multi-level distribution system.  ...  Multi-Level Location Problems are generally considered as complex. To deal with these problems we propose an approach based on Holonic MultiAgent Systems (HMAS).  ...  Researchers give several names for this type of problems: hierarchical, multi-level, multi-echelon, multi-stage.  ... 
doi:10.1109/indin.2007.4384921 fatcat:65evt7cedrc27h6grqshhkqspu

On the Advanced Methodology of Risk-Based System Resilience Analysis

Yuriy V. Kostyuchenko
2020 International journal of mathematical, engineering and management sciences  
The modern evolution of technological systems from Hierarchical branching structures purposed to centralized transfer and distribution of limited resources to multi-agent interconnected self-organized  ...  The model of multi-agent interconnected self-organized adaptive networking systems is proposed, the network topology is considered, a system functioning model including transient processes is analyzed.  ...  vs. multi-agent interconnected self-organized adaptive networking systems with reproducing and redistribution of resources between nodes.  ... 
doi:10.33889/ijmems.2021.6.1.017 fatcat:delgiuxptvgthhvnbz6omqb3yy
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