Modeling & Simulation Division Activities A. Quantitative

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Transcript Modeling & Simulation Division Activities A. Quantitative

A.Quantitative Modelling & Simulation:
Objectives:
To:
- Create awareness on modelling
techniques; it’s benefits and the
way to use them
- Provide training and consultancy
on OR, statistical and other
quantitative techniques
- Make available the state-of-the-art
modelling infrastructure facilities for
use by the planner(s) and
administrator(s)
at the centre,
state and district level
- Development of indigenous software
packages, and application
development
using sectorial
integrated databases
Domain Area of Application:
Core Management Techniques:
- PRE-PROCESSING OF LARGE STATISTICAL
INFORMATION
- STATISTICAL ANALYSES AND MODELLING
- OPTIMIZATION TECHNIQUES
- PROJECT MANAGEMENT
- SYSTEM DYNAMICS
- FORECASTING TECHNIQUES:
• TIME SERIES MODELS
• ECONOMETRIC MODELS
• NEURAL NETWORK BASED MODELS
DATA WAREHOUSING, OLAP AND DATA
MINING(INCLUDING TEXT)
Generalized Applications:
• Forecasting and Monitoring Based on
ARIMA/Box-Jenkins Methodology
• Generalized Decision Support System for
Transportation and Distribution Planning
System using Multi-objective Criterion
• A Decision Support System(DSS) for
Multi-Criteria Transportation and
Distribution Problems
• Forecast consultant for Final Forecasting
Technique Selection
• Optimization algorithms(Linear and Goal
Programming) using product form of
inverse approach
• Optimal distribution of funds for different
sectors of Indian economy using multiobjective goal programming approach
• Generalized ARIMA algorithm developed
based on Box and Jenkins
• Web based Agriculture/Food price
monitoring system for District level
markets
• Generalized Multi criterion Transportation
& Distribution system based on GP for
movement of all products(Fertilizer, Food
grains, Coal Steel, etc.)
B. DATAWAREHOUSING, OLAP AND
DATA MINING
• Data Warehouse/OLAP/Data Mining
System for central sector projects
- Projects Costing Rs.20 crores and above
User: Ministry of Statistics & Programme
Implementation