Wyniki wyszukiwania dla: multi-agent systems

• Machine Learning in Multi-Agent Systems using Associative Arrays

  Publikacja

  • P. Spychalski
  • R. Arendt

  - PARALLEL COMPUTING - Rok 2018

  In this paper, a new machine learning algorithm for multi-agent systems is introduced. The algorithm is based on associative arrays, thus it becomes less complex and more efficient substitute of artificial neural networks and Bayesian networks, which is confirmed by performance measurements. Implementation of machine learning algorithm in multi-agent system for aided design of selected control systems allowed to improve the performance...

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• History-based dynamic weight voting for multi-agent systems

  Publikacja

  • A. Opaliński

  - Journal of Applied Computer Science - Rok 2014

  Taking decision in multi-agent systems may involve voting. Two basic voting protocols are surveyed in the paper. Then, a new history-based dynamic weight voting is proposed. This voting protocol allows for identification of the agents which contribute to the correct system decision. The proposed solution is contrasted with majority voting and with weighted average voting, to show its advantages

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• Multi-agent systems registration and maintenance of address mapping without agent self-registation

  Publikacja

  • A. Opaliński

  - Journal of Applied Computer Science - Rok 2015

  Monitoring of dynamic multi-agent systems, here agents are allowed to appear and disappear, and can migrate between network nodes is a complex tasks. Applying the traditional monitoring methods is not effective, as little can be assumed in advance about such environments. It is necessary to track changes in addressing and availability of agents to create and maintain mapping between agents and their network addresses. The...

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• Adapting a General Tool to Monitoring Multi-Agent Systems Through Virtual Host Layer Extenstion

  Publikacja

  • A. Opaliński

  - Rok 2012

  Nagios is a free software for IT infrastructure monitoring. Out-of-the-box it is not suited for monitoring multi-agent systems, because agents may dynamically join and leave the system or change roles. But Nagios' flexible configuration makes extensions possible. This paper presents and verifies Nagios configuration and extensions for monitoring multi-agent systems.

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• Self-Organization in Multi-Agent Systems Based on Examples of Modeling Economic Relationships between Agents

  Publikacja

  • R. Krolikowski
  • M. Kopys
  • W. Jędruch

  - FRONTIERS IN ROBOTICS AND AI - Rok 2016

  The goal of the research was to observe and analyze self-organization patterns in Multi-Agent Systems (MAS) by modeling basic economic relationships between agents forming a closed loop of relations necessary for their survival. The paper describes a worked-out MAS including an example of a production cycle and used economic rules. A special focus is put on behavior rules and decision systems of an individual agent such as: product...

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• AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS

  Czasopisma

  ISSN: 1387-2532 , eISSN: 1573-7454

• Adapting a general tool to monitoring multi-agent systems through virtual host layer extenstion = Rozszerzenie typowego narzędzia o warstwę hosta wirtualnego w celu monitorowania systemów agentowych

  Publikacja

  • A. Opaliński

  - Studia Informatica Pomerania - Rok 2012

  Nagios to bezpłatne oprogramowanie do monitorowania infrastruktury IT. Nie jest ono dostosowane do monitorowania systemów agentowych, gdyż agenty mogą swobodnie podejmować lub zarzucać realizację działań, czy zmieniać pełnioną rolę. Bogate możliwości konfigurowania Nagios pozwalają poszerzyć jego możliwości. Artykuł przedstawia i weryfikuje konfigurację oraz rozszerzenie Nagios, umożliwiające monitorowanie systemów agentowych.

• Multi agent grid systems

  Publikacja

  • M. Wójcik

  - Rok 2012

  This chapter presents an idea of merging grid and volunteer systemswith multi agent systems. It gives some basics concerning multi agentsystem and the most followed standard. Some deliberations concerningsuch an existing systems were made in order to finally present possibilities of introducing agents into the Comcute system.

• An application of multi-agent system for ship’s power systems design

  Publikacja

  • R. Arendt
  • P. Spychalski

  - Rok 2016

  Design process of transport ship power system consists of structure (topology) and component elements selection. Compliance with the requirements for static components does not guarantee optimal dynamic characteristics of entire power system. Design steps are difficult to formalize and as a consequence to this reason expert and multi-agent systems are used for solving selected design issues. In the paper distributed multi-agent...

• Ontology management in the multi-agent system for the it evaluation

  Publikacja

  • A. Czarnecki
  • C. Orłowski

  - Rok 2008

  The team of researchers at the Gdańsk University of Technology is currently developing a model of the multi-agent system (MAS_IT) that would aid the IT managers to find the most appropriate technology to the goals assumed. The knowledge is to be provided by experts and stored in the facts and rules bases. The responsibility of the verification process-on the input and query stages-is given to the ontology, making it to some extend...