Adaptive Clustering through Multi-Agent Technology: Development and Perspectives

Mobile Agent Technology: Current Trends and Perspectives MOBILE AGENT TECHNOLOGY: CURRENT TRENDS AND PERSPECTIVES

New technologies are required to face new scenarios due to the fast spread of the Internet. The paper surveys the current trends of the emerging mobile agent technology. In a high-connected world, agents are the active entities, which roam across network nodes on behalf of their senders. We show some applications that can take advantages from the mobile agent approach. The paper presents the re...

Towards Adaptive Clustering in Self-monitoring Multi-agent Networks

A Decentralised Adaptive Clustering (DAC) algorithm for self-monitoring impact sensing networks is presented within the context of CSIRO-NASA Ageless Aerospace Vehicle project. DAC algorithm is contrasted with a Fixed-order Centralised Adaptive Clustering (FCAC) algorithm, developed to evaluate the comparative performance. A number of simulation experiments is described, with a focus on the sca...

Dynamic Ontology Co-construction based on Adaptive Multi-Agent Technology

Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining

A framework for Multi Agent Data Mining (MADM) is described. The framework comprises a collection of agents cooperating to address given data mining tasks. The fundamental concept underpinning the framework is that it should support generic data mining. The vision is that of a system that grows in an organic manner. The central issue to facilitating this growth is the communication medium requi...

مدلسازی احساسات در سیستمهای multi-agent یادگیرنده

این پایان نامه به بررسی نقش مثبت یا منفی احساسات روی کارایی عامل های یادگیرنده در یک محیط multi-agent می پردازد. در این راستا مدلی برای عامل های یادگیرنده دارای احساس معرفی می شود. برای بررسی نقش احساسات، یک محیط فرضی multi-agent شبیه سازی شده و حالت های گوناگونی در آن نظر گرفته می شوند. در حالت نخست، کارایی عامل هایی بررسی می شود که دارای احساس نیستند و فقط قابلیت یادگیری دارند. در دومین حالت...