Modeling a Multi-Agent System for Retrieving Information from Distributed Sources

Modeling a Multi-Agent System for Retrieving Information from Distributed Sources

This paper presents a multi-agent system called ISAME and designed for intelligent information retrieval from heterogeneous distributed sources. ISAME constitutes a virtual library that supplies a set of software agents with a simplified access to a set of dynamic information sources available under electronic formats, as well as services for facilitating and optimizing information retrieval. T...

An Online Q-learning Based Multi-Agent LFC for a Multi-Area Multi-Source Power System Including Distributed Energy Resources

This paper presents an online two-stage Q-learning based multi-agent (MA) controller for load frequency control (LFC) in an interconnected multi-area multi-source power system integrated with distributed energy resources (DERs). The proposed control strategy consists of two stages. The first stage is employed a PID controller which its parameters are designed using sine cosine optimization (SCO...

Multi-Agent Decision Tree Learning from Distributed Autonomous Data Sources

Distributed multi-agent Load Frequency Control for a Large-scale Power System Optimized by Grey Wolf Optimizer

This paper aims to design an optimal distributed multi-agent controller for load frequency control and optimal power flow purposes. The controller parameters are optimized using Grey Wolf Optimization (GWO) algorithm. The designed optimal distributed controller is employed for load frequency control in the IEEE 30-bus test system with six generators. The controller of each generator is consider...

An Architecture Based on Mobile Agents for Retrieving Information from Distributed Sources

Nowadays, the demand of information can be divided on several distributed systems, where it needs a reconstitution of response by a managing entity. Further, an exchanges data in a distributed application requires interaction between various entities through the network. The “client/server” model where exchanges are given by sending messages through the network is the most used model. This mode...