Anna University B.Tech GI (R13) 7th Sem Decision Support System for Resource Management Detailed Syllabus

Decision Support System for Resource Management Syllabus for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.

Decision Support System for Resource Management B.Tech (R13) seventhsem is as follows

OBJECTIVES:

• To impart the knowledge of Expert Systems, fuzzy logic and operation research
  techniques for Geoinformatics Engineering.

UNIT I : STRUCTURE              [9 hours]
Definition – Features, needs, components – characteristics – players – Structure and phases of building ES – Types – Rule based, Frame based & Hybrid – Design, Planning, monitoring.

UNIT II : KNOWLEDGE ACQUISITION      [9 hours]
Knowledge Acquisition stages – Representation schemes, Rule, Semantic network, frames and logic – Inference Techniques – Types of Reasoning deductive, inductive, adductive, analogical and non-monotonic – conflict resolution – types of inference: forward and backward chaining – search techniques

UNIT III : RULE BASED EXPERT SYSTEMS     [9 hours]
Evolution – Architecture – Examples – backward and forward chaining – rules and meta rules – rule based systems – Case studies: MYCIN, PROSPECTOR

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[TOTAL: 45 PERIODS]

OUTCOMES: At the end of the course the student will be able to understand

• The structure of knowledge based system and its implementation
• The concepts of rule based expert system and fuzzy based systems
• The scope and applications of operation research techniques in geoinformatics

TEXTBOOKS:

• Peter Jackson, “Introduction to Expert systems”, Pearson Education, 2004.
• Turban E., “Expert Systems and Applied Artificial Intelligence”, Macmillan, 2004.

REFERENCES:

• Donald A.Waterman., “A Guide to Expert systems”, Pearson Education, 2001.
• Durkin.J., “Expert Systems Design and Development”, Prentice Hall, 1994
• Dan.W.Patterson, “Introduction to Artificial Intelligence and Expert systems”,Prentice Hall, 2003.
• Ermine.J.I, “Expert Systems: Theory and Practice”, Prentice Hall, 2003

For all other B.Tech GI 7th sem syllabus go to Anna University B.Tech GEOINFORMATICS ENGINEERING (GI) 7th Sem Course Structure for (R13) Batch.All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.

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