An intelligent agent model and a simulation for a given task in a specific environment
Dissertant
Thesis advisor
al-Shammari, Husayn Hadi Uwayyid
Comitee Members
Aqil, Misbah J.
Hassan, Muhammad M. al-Haj
University
Middle East University
Faculty
Faculty of Information Technology
Department
Computer Science Department
University Country
Jordan
Degree
Master
Degree Date
2011
English Abstract
This thesis presents An Intelligent Agent Model for a Given Task in a Specified Environment.
The methodology in this work is based on mixing algorithmic and function approaches to construct the intelligent agent model.
The thesis concentrates on building an intelligent agent model as a knowledge-based system interacting with dynamic environment to perform tasks.
The class structure used to represent the environment in the knowledge base depends on three types of knowledge representation forms: production rule, semantic net, and frames.
Each object in the environment is an instance of the class environment.
The Visual Basic.NET is used in the implementation, as an Object-Oriented programming language, because it offers a natural way of representing the real world in a computer.
Algorithms and functions are used for gaining knowledge from the state space of environment so as to build the task.
The intelligent agent model can understand the environment from any position and can detect many subtasks, arrange them in a queue for execution, and has the ability to make a decision at a high level of thinking.
The intelligent agent model is able to calculate the persistent changes in the external dynamic environment and any sudden change, such as observing the existence of any obstacle in the environment and avoiding it.
The intelligent agent is also able to learn and take the reasonable decision in the dynamic environment and automatically select action based on task characteristics.
Therefore, the intelligent agent can solve many different types of problems.
Main Subjects
Information Technology and Computer Science
No. of Pages
90
Table of Contents
Table of contents.
Abstract.
Abstract in Arabic.
Chapter One : Introduction.
Chapter Two : Terminology.
Chapter Three : Literature survey and related works.
Chapter Four : Design of the proposed model and knowledge base representation.
Chapter Five : The implementation of proposed model.
Chapter Six : Conclusion, discussion and future work.
References.
American Psychological Association (APA)
Abu Hadbah, Safa Yusuf. (2011). An intelligent agent model and a simulation for a given task in a specific environment. (Master's theses Theses and Dissertations Master). Middle East University, Jordan
https://search.emarefa.net/detail/BIM-694127
Modern Language Association (MLA)
Abu Hadbah, Safa Yusuf. An intelligent agent model and a simulation for a given task in a specific environment. (Master's theses Theses and Dissertations Master). Middle East University. (2011).
https://search.emarefa.net/detail/BIM-694127
American Medical Association (AMA)
Abu Hadbah, Safa Yusuf. (2011). An intelligent agent model and a simulation for a given task in a specific environment. (Master's theses Theses and Dissertations Master). Middle East University, Jordan
https://search.emarefa.net/detail/BIM-694127
Language
English
Data Type
Arab Theses
Record ID
BIM-694127
