文章基本信息

标题：Optimized Multi Agent Coordination using Evolutionary Algorithm: Special Impact in Online Education
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作者：Subrat P Pattanayak ; Dr Sujata Dash ; Sanjay Sen 等
期刊名称：International Journal of Computer Science and Network
印刷版ISSN：2277-5420
出版年度：2012
卷号：1
期号：4
出版社：IJCSN publisher
摘要：Intelligent multi-agent systems are contemporary direction ofartificial intelligence that is being built up as a result ofresearchers in information processing, distributed systems,network technologies for problem solving. Multi agentcoordination is a vital area where agents coordinate amongthemselves to achieve a particular goal, which either can not besolved by a single agent or is not time effective by a singleagent. The agent’s role in education field is rapidly increasing.Information retrieval, students information processing system,Learning Information System, Pedagogical Agents are variedwork done by different agent technology. The novice usersspecifically are the most useful learners of an E-Tutoringsystem. A multi-agent system plays a vital role in this type ofE-tutoring system. Online Education is an emerging field inEducation System. To improve the interaction betweenlearners and tutors with personalized communication, weproposed an Optimized Multi Agent System (OMAS) bywhich a learner can get sufficient information to achieve theirobjective. This conceptual framework is based on the idea that,adaptiveness is the best match between a particular learnersprofile and its course contents. We also try to optimize theprocedure using evolutionary process so that style of thelearner and the learning methods with respect to the learner ismatched with high fitness value. The agent technology hasbeen applied in a varied type of applications for education, butthis system may work as a user friendly conceptual systemwhichcan be integrated with any e-learning software. Use ofthe GUI user interface can make the system moreenriched. When a particular request comes from thelearner, the agents coordinate themselves to get the bestpossible solution. The solution can be represented in ananimated way in front of the learner, so that the noviceusers those who are new to the system, can adopt it veryeasily and with ease
关键词：E-Learning; Multi Agents; Evolution;Procedure; adaptiveness; Distributed System