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COMPUTER MODELLING AND DECISION SUPPORT SYSTEMS
Sub Code: 08MBAIS437 IA Marks: 50
No. of Lecture Hrs / Week: 04 Exam Hours: 3 Hours
Total no. of Lecture Hours: 56 Exam Marks: 100
MODULE 1 (6 Hours)
System Models, Stochastic activities, Continuous and Discrete systems,
System modeling, Types of Models, Static – Physical & Mathematical,
Dynamic - Physical & Mathematical, Principles in Modeling
MODULE 2 (6 Hours)
System Study, Full Corporate Model, System analysis, System Design,
System Postulation, System simulation, Techniques of Simulation, Process of
Simulation, Simulation vs Analytical methods.
MODULE 3 (6 Hours)
Monte Carlo Method, Numerical Computation techniques for Continuous and
Discrete models, Distributed Lag models, Cob Web Models, Continuous
system simulation, Continuous system simulation languages, CSMP III,
MODULE 4 (6 Hours)
Analog simulation, Hybrid simulation, digital-Analog Simulation, real time
simulation, feedback system, interactive system, Exponential growth models,
Exponential decay models, Modified Exponential growth models, System
Dynamics diagrams, Multi segment models, Feedback in Socio- Economical
Systems
MODULE 5 (8 Hours)
Random number, Pseudo random number generation, tests for randomness,
Arrival pattern and service timings, poisson arrival pattern, exponential
distribution, normal distribution, queuing discipline, measures of queue,
simulation of telephone system. Simulation Of single server and two server
queuing
MODULE 6 (8 Hours)
Comparative features of Discrete Simulation languages – GPSS, SIMSCIPT,
SIMULA, Sample Programs, Simulation applications in Inventory
Management, Finance. Production Management, Analysis of Simulation
Output.
MODULE 7 (8 Hours)
Decision Support System: Characteristics of DSS, Decision making process,
Anatomy of DSS, knowledge based systems, Architecture of DSS, Hardware,
Software & User Interface for DSS, expert Systems for Decision Support,
Group Decision support system, Enterprise Support System.
MODULE 8 (8 Hours)
Data Warehousing – Need for data warehousing, data warehouse
components, Construction of data warehouse, data base for data warehouse,
database warehouse architecture, maintenance issues in data warehouse, Data
mining, tools for data mining, online analytical processing.
RECOMMENDED BOOKS:
1. System Simulation – Geoffrey Gordon, PHI
2. System Simulation with digital computer – Narsing Deo
3. Decision Support and Data Warehouse Systems – Efrem G Mallach
University Massachusetts Lowell, Tata Mcgrew Hill
4. Data Warehousing, Data Mining & OLAP- Berson Tata McGraw
Hill, 1/e
5. Decision Support System & Data Warehousing – B Ravindranath
For more details, visit http://www.vtu.ac.in
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