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DAI Project Presentation

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by

Sunia Shoaib

on 25 December 2015

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Transcript of DAI Project Presentation

Application of Data Analysis Techniques
HONDA MOTORCYCLES
TECHNIQUES
COMPANY'S INTRODUCTION
CD-70 & INFLATION RATE
PHYSICAL &
VIRTUAL PRESENCE
CD-70 & PRIDOR
CD-70 &CG-125
GROUP 8-ALPHA PACK
REGRESSION ANALYSIS
CD-70 & DELUXE
TOTAL SALES & INFLATION + GASOLINE PRICES
CD-70
CG-125
THANK YOU :)

Data Mining
Regression Analysis
Forecasting Techniques
Decision Analysis
Optimization
Simulation



To understand and predict relationship between CD-70 (Y)
and the other motor bike models (X) displayed by HONDA show room.

OBJECTIVE:
CD-70 & GASOLINE PRICES
MULTIPLE REGRESSION

To understand and predict the relationship of total sales with inflation & gasoline prices.

Objective:
DELUXE
PRIDOR
SIMULATION
FORCASTING
DECISION ANALYSIS
SIMPLE MOVING AVERAGE
WEIGHTED MOVING AVERAGE PRIDOR
DECOMPOSITION DELUXE
TREND PROJECTION
CG-125
EXPONENTIAL SMOOTHING
MULTIPLE REGRESSION
OPTIMIZATION
PROBLEM 1: INVENTORY
Khawaja Autos is an Atlas Honda Showroom that sells bikes.
They want to maximize their profit, whereas their margin from each model of the bike is as follows:
(calculated by subtracting purchasing cost from selling price)


Total Showroom capacity is 70 bikes
Average sales of CD-70 is highest among all, and then come CG-125,
Pridor and Deluxe in the order. So giving them weightage that maximum they should be 40%, 30%, 20%, and 10% respectively.
According to the company policy, Khawaja Autos must keep even those bikes which have low sales; atleast 30% of the total inventory.

CONSTRAINTS


Maximize Profits by efficient Inventory:
3,410 X1 + 5,109 X2 + 4,400 X3 + 6,335 X4

Where;
X1 = CD-70
X2 = Cg-125
X3 = Pridor
X4 = Deluxe

OBJECTIVE FUNCTION

These results show that in order to get minimum service labor cost i.e. Rs. 2683/day, Khawaja Autos should keep 3 full-time employees, a 12pm part-timer, two 1pm part-timers and three 5pm part-timers.
ANALYSIS
Full transcript