UNIT 1
INTRODUCTION TO ARTIFICIAL INTELLIGENCE
Introduction–Definition – Future of Artificial Intelligence – Characteristics of Intelligent Agents–Typical Intelligent Agents – Problem Solving Approach to Typical AI problems.
UNIT 2
PROBLEM SOLVING METHODS
Problem solving Methods – Search Strategies- Uninformed – Informed – Heuristics – Local Search Algorithms and Optimization Problems – Searching with Partial Observations – Constraint Satisfaction Problems – Constraint Propagation – Backtracking Search – Game Playing – Optimal Decisions in Games – Alpha – Beta Pruning – Stochastic Games.
UNIT 3
KNOWLEDGE REPRESENTATION
First Order Predicate Logic – Prolog Programming – Unification – Forward Chaining-Backward Chaining – Resolution – Knowledge Representation – Ontological Engineering-Categories and Objects – Events – Mental Events and Mental Objects – Reasoning Systems for Categories – Reasoning with Default Information.
UNIT 4
SOFTWARE AGENTS
Architecture for Intelligent Agents – Agent communication – Negotiation and Bargaining – Argumentation among Agents – Trust and Reputation in Multi-agent systems.
UNIT 5
APPLICATIONS
AI applications – Language Models – Information Retrieval- Information Extraction – Natural Language Processing – Machine Translation – Speech Recognitions.
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Muthuselvan, Parthiban, Ravikumar, Naga Saranya
Mr. S. Muthuselvan, M.E., (Ph.D.,) is presently working as Assistant Professor Gr. II, Department of Computer Science and Engineering, Aarupadai Veedu Institute of Technology (AVIT), Paiyanoor, Vinayaka Missions Research Foundation, Salem. He is pursuing Ph.D., in Computer Science and Engineering. His area of interest is not limited to Database Management System, Data Mining, Data Analytics, Internet of Things and Programming Techniques with the 14 years of academic experiences for both UG & PG level and 6 years of industry experiences. He is serving as a board of study member for Vinayaka Missions Research Foundation for more than five years for the board of Computer Science and Engineering. Also, he acted as external examiner for both theory and lab examinations for various universities. He served as reviewer for various international journals. He has published 33 research papers in several peer reviewed SCOPUS and Web of Science indexed in national and international journals with the high impact factors.
Dr. K. G. Parthiban designated as Principal of Dhaanish Ahmed Institute of Technology did B.E. in Electronics and Communication Engineering, M.E. in Process Control and Instrumentation Engineering and Ph.D. in Electrical & Electronics Engineering. A, Professor of Electronics and Communication Engineering is specialized in Bio Signal Processing with 18 Years of Teaching and Research. He has published more than 30 Research papers in National and International Journals and Conferences. He has published 6 books.
Dr. Ravikumar. D, Professor & Head of the Department in Electronics and Communication Engineering presently working in Kings Engineering College, Chennai. He graduated his Under Graduation Degree and Master Degree from Madras University and Anna University, and his doctorate degree in the Electronics and Communication Engineering from Vels University, India.
Dr. N. Naga Saranya currently designated as Associate Professor, Head- MCA in Meenakshi College of Engineering, Chennai. She joined Karpagam College of Engineering as Assistant Professor in June 2013. Before joining KCE, she was Research Scholar cum Lecturer in the Department of Computer Science of Karpagam University, Coimbatore. She has in Editorial Board member of International Conference Proceedings. She has also authored/co-authored around 25 Research papers in National/International Journals/Conferences. She is conducting Research in the field of Data Mining and Data Bases.
