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12 results for “autonomous agents”
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Research ArticleOpen accessEvery word in the titleEnhancing Telecommunication Network Management with Autonomous Optimization Agents and Machine LearningDanny Adil Sibarani, Evaristus Didik MadyatmadjaThis study explores the integration of Machine Learning (ML) and Autonomous Optimization Agents (AOAs) in the management and optimization of Radio Access Networks (RAN). The research addresses the growing challenges posed by the need for skilled network experts capable of managing and analyzing large-scale network data, including Key Performance Indicators (KPIs) and thousands of network configuration parameters. To overcome these … …Journal of Computer Science, Vol. 21, Issue 2 · 4 Mar 2025 · 7,047 accessesView PDFCite
Research ArticleOpen accessIn the keywordsManaging a High Speed LAN using Distributed Artificial IntelligenceIbrahiem M. M-El-EmaryThis study is concerned with a practical application of distributed artificial intelligence for managing the high data rate bus structured local area computer network that uses deterministic multiple access protocol. In the selected network that is managed using distributed artificial intelligence, the dynamic sharing of the available bandwidth among stations is achieved by forming "train to which each station may … …Journal of Computer Science, Vol. 2, Issue 1 · 31 Jan 2006 · 6,989 accessesView PDFCite
Research ArticleOpen accessIn the abstractMulti-Agent Energy Allocation Optimization in Local Energy Communities: A Comparative StudyAmira Dhorbani, Dhaker Abbes, Benoît Robyns, Kahina Hassam OuariThe growing diversity of energy demands, combined with the integration of renewable and distributed energy systems, calls for more adaptive energy management strategies. This study presents a comparative simulation-based analysis of three energy management approaches applied to a local energy community: A Multi-Agent System (MAS), a centralized rule-based method, and a game-theory-based optimization using the Alternating Direction Method of Multipliers … …American Journal of Applied Sciences, Vol. 22, Issue 1 · 30 Dec 2025 · 3,389 accessesView PDFCite
Research ArticleOpen accessIn the abstractA Vision-Based Approach to Real-Time Trust Evaluation within Multiagent SystemsAlan Kruger, Sun YiAs robotic autonomy increases, single-agent systems are evolving into more complex multiagent systems that require more factors for successful implementation. In exchange for this complexity, applications such as autonomous delivery services and reconnaissance swarms become possible when they are infeasible with only one agent. By incorporating Trust into the multiagent system, the complexity of the agent-to-agent relationships can be managed … …Journal of Mechatronics and Robotics, Vol. 9, Issue 1 · 21 Mar 2025 · 7,944 accessesView PDFCite
Research ArticleOpen accessIn the abstractMulti-Criteria Trust Establishment for Multi-Agent Systems Based on Fuzzy LogicAbdullah Aref, Eman OmarMulti-Agent Systems (MASs) are increasingly accepted for modeling virtual complex distributed systems, such as virtual societies and smart grids, due to agents’ autonomy, flexibility and pro-activity. As autonomous, goal-driven agents can mislead others intentionally or accidentally by inaccurately reporting their competencies and abilities, the use of trust modeling deemed essential for successful interactions in MASs. The concept of trust is … …Journal of Computer Science, Vol. 16, Issue 11 · 4 Nov 2020 · 6,832 accessesView PDFCite
Research ArticleOpen accessIn the abstractAn Exception Management Model in Multi-Agents SystemsBelkacem Athamena, Zina HouhamdiMulti-Agents Systems (MAS) are modern approaches that need an additional investigation to improve their reliability and adaptability levels. Exception management is one way to reach this goal and this paper is dedicated to this specific subject. The purpose of this document is to examine the exception concept in MAS domain and to suggest a model adjusted to MAS challenges such … …Journal of Computer Science, Vol. 13, Issue 5 · 29 May 2017 · 7,450 accessesView PDFCite
Research ArticleOpen accessIn the abstractResearch on Security Protocol for Collaborating Mobile Agents in Network Intrusion Detection SystemsOlumide Simeon Ogunnusi, Shukor Abd RazakDespite the popularity of mobile agents in academic and commercial arena, the security issues associated with them have hindered their adoption on large scale distributed applications. However, researchers are making relentless effort to overcome the security impediments so that the interesting properties inherent in mobile agent application, especially in the field of intrusion detection, can be harnessed. Such properties include: … …American Journal of Applied Sciences, Vol. 10, Issue 12 · 7 Nov 2013 · 6,708 accessesView PDFCite
Research ArticleOpen accessIn the abstractEnhancing Security in E-Health Communications using Multi-Agent SystemRossilawati Sulaiman, Dharmendra Sharma, Wanli Ma, Dat TranProblem statement: In this study, we address the security needs in online communications, specifically in the e-health domain. We focus on how to provide different security strengths to different types of communications in e-health, where each communication transmits different types of information with different levels of sensitivity. Approach: The Multi-Agent System (MAS) approach is used to develop an agent-based system … …Journal of Computer Science, Vol. 8, Issue 5 · 17 Feb 2012 · 6,986 accessesView PDFCite
Research ArticleOpen accessIn the abstractAgent Technology Application Strategies in Personal and Team Software Process EnvironmentRusli Abdullah, Amir Mohamed Talib, Erizal Kamal MisranProblem statement: Modern system development emphasize on the use of standard and procedures to ensure the system develop meets user needs and of high quality. Standards such as Capability Maturity Model Integration (CMMI), Software Process Improvement and Capability determination (SPICE) and ISO/IEC 90003:2004 are introduced. Personal Software Process (PSP) focusing on improving the individual engineer tasks in software development activities … …American Journal of Economics and Business Administration, Vol. 3, Issue 2 · 27 May 2011 · 8,302 accessesView PDFCite
Research ArticleOpen accessIn the abstractStructured Integration Test Suite Generation Process for Multi-Agent SystemZina Houhamdi, Belkacem AthamenaProblem statement: In recent years, Agent-Oriented Software Engineering (AOSE) methodologies are proposed to develop complex distributed systems based upon the agent paradigm. The implementation for such systems has usually the form of Multi-Agent Systems (MAS). Testing of MAS is a challenging task because these systems are often programmed to be autonomous and deliberative and they operate in an open world, … …Journal of Computer Science, Vol. 7, Issue 5 · 7 May 2011 · 7,452 accessesView PDFCite