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Mathematics
Suraj More 7709685533
04/05/2018 Suraj - 7709685533 1
Mathematics
1.Functions and Their Applications
2. Derivatives and Application of Derivatives
3. Interest and Annuity
Statistics
4. Bivariate Linear Correlation
5. Bivariate Linear Regression
6. Time Series Analysis
7. Index Numbers
8. Discrete Probability Distribution
9. Normal Distribution
Functions and Their Applications
• Introduction
• Quantity of Commodity demanded / supplied in the market
• Its cost of Production
• The Taxes on its production
• Rate of interest in banks on car loans , housing loans , consumer loans
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Depedent and Independent Variable
• X is independent Variable Demand
• Y is Depedent Variable price
• Y= F (X ) x= f(y)
• Y is Double of X
• Y= 2 X
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MATHEMATICAL FUNCTIONS
1. Constant Function , y = k , for any value of X
2. Linear Function , y = 2𝑥
3. Power Function , y = 𝑥7
4. Step Function , Y = [X] , 0,1,2
5. Exponential Function , y= 3 𝑥
6. Logarithm Function , y = log 𝑥
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1. Constant Function
• The value of the function remains constant for different values of x
• Y=k for 𝑓 𝑥 = 𝐾
• Graph Straight line parallel to x axis
Catego…
704/05/2018 Suraj - 7709685533
Linear Function
• 𝑦 = 4𝑥 + 7 or 𝑓 𝑥 = 3𝑥 − 2
• Its Graph is a straight line
804/05/2018 Suraj - 7709685533
Power Function
• 𝑦 = 𝑥5 𝑜𝑟 𝑓 𝑥 = 𝑥7
• 𝑓 𝑥 = 𝑥 𝑛
• Where n is a positive Integer
• Graph is a curve
904/05/2018 Suraj - 7709685533
Step Function
• 𝑦 = 𝑥 = 0 , 𝑓𝑜𝑟 0 ≤ 𝑥 < 1
=1 , for 1≤ 𝑥 < 2
=2 , for 2≤ 𝑥 < 3
Graph of this function is like step
1004/05/2018 Suraj - 7709685533
Exponential Function
• 𝑦 = 𝑓 𝑥 = 𝑎 𝑥 𝑤ℎ𝑒𝑟𝑒 𝑎 𝑖𝑠 𝑐𝑜𝑛𝑠𝑡𝑎𝑛𝑡
• 𝑦 = 3 𝑥 or 𝑓 𝑥 =
1
2
𝑥
• If we take the base as e , it becomes y or 𝑓 𝑥 = 𝑒 𝑥
• e is an irrational Number 2.71828183
• The graph is a curve
1104/05/2018
Type equation here.
Suraj - 7709685533
6. Logarithm Function
• 𝑦 = 𝑓 𝑥 = log 𝑎 𝑥 where a>0 (≠ 1)
• 𝑦 = log 𝑎 𝑥=log 𝑒 𝑥/log 𝑒 𝑎
1204/05/2018 Suraj - 7709685533
Illustration 1
• A function is given as 𝑓 𝑥 = 5𝑥 − 3 , 𝑓𝑖𝑛𝑑 𝑖𝑡𝑠 𝑣𝑎𝑙𝑢𝑒 𝑎𝑡
𝑥 = 0,2, −3
Put x=0 , 𝑓 0 = 5 𝑥 0 − 3 = −3
Put x=2 , 𝑓 2 = 5 𝑥 2 − 3 = 7
Put x= -3 , 𝑓 −3 = 5 𝑥 − 3 − 3 = −18
1304/05/2018
13
X Y
0 -3
2 7
-3 -18
Suraj - 7709685533
Illustration 2
• A function is given as
• 𝑓 𝑥 = 2𝑥 + 3, 𝑓𝑜𝑟 − 2 ≤ 𝑥 < 0
= 𝑥 + 7 , 𝑓𝑜𝑟 0 ≤ 𝑥 < 3
= 4-3x , for 3≤ 𝑥 < 5
= 5+2x otherwise
Find 𝑓 −1 , 𝑓 2 , 𝑓 4 , 𝑓 −3 , 𝑓 6
Ans : 1 , 9 , -8 , -1 , 17
04/05/2018 Suraj - 7709685533 14
Illustration 3
• If 𝑓 𝑥 = 𝑘𝑥 + 8 , 𝑓 −2 = 4 , 𝑓𝑖𝑛𝑑 𝑡ℎ𝑒 𝑣𝑎𝑙𝑢𝑒 𝑜𝑓 𝐾 .
• Hence find 𝑓 1.3 , 𝑓 −2.1
• Ans : K=2 , 𝑓 1.3 = 10.6
• 𝑓 −2.1 = 3.8
1504/05/2018 Suraj - 7709685533
Exercise
• Find values of the following functions at
• X=0,2,-3,1.6,-1
• 𝑓 𝑥 = 7𝑥 + 9
• 𝑓 𝑥 = 7
• 𝑓 𝑥 = 𝑥2
1604/05/2018 Suraj - 7709685533
ECONOMIC FUNCTIONS
1. Demand Function
2. Supply Function
3. Total Revenue Function
4. Average Revenue Function
5. Total Cost Function
6. Average Cost Function
7. Profit Function
1704/05/2018 Suraj - 7709685533
Economic Functions : 1. Demand Function
The function relates the price P of a commodity with its Demand D
Demand function is the demand D expressed as a function of its price
P i.e.
D = 𝑓 𝑃
Demand function 𝑝 = 𝑔 𝐷 price is a decreasing function of
demand 𝑝 = 12 − 5𝐷 , 𝑃 = 2 − 𝐷2 𝑜𝑟 𝑝 =
7
𝐷
, 𝑒𝑡𝑐
1804/05/2018 Suraj - 7709685533
Supply Function
• Price incresses Supply Increases
• Increasing function
• 𝑝 = 𝑔 𝑥
• 𝑝 = 4 + 3𝑠 , 𝑝 = 2 + 3𝑠 + 𝑠2
• Demand Equals Supply
• Equillbrium point , equillbrium quantity
1904/05/2018 Suraj - 7709685533
Total Revenue Function
• The function represents the amount which can be obtained by selling
D Units ( market Demand ) at the price p . Thus the Total Revenue
function (R) can be expressed as
• R= p. D
2004/05/2018 Suraj - 7709685533
Average Revenue Function
• Average revenue function is nothing but a price P
• 𝐴𝑅 =
𝑅
𝐷
= 𝑝
• Total Revenue per Unit
2104/05/2018 Suraj - 7709685533
Total Cost Function
• Total cost of producing x Units of a commodity
• It is denoted by C
• C is a function of X
• Total cost usually consists of two parts 1. fixed cost 2. variable cost
• 𝑐 = 20 + 3𝑥 𝑜𝑟 𝑐 = 2𝑥2 + 7𝑥 + 50
2204/05/2018 Suraj - 7709685533
Average Cost Function
• The cost of Production per unit is called Average Cost (AC)
And is expressed as
𝐴𝐶 =
𝐶
𝑥
2304/05/2018 Suraj - 7709685533
7. Profit Function
• It is the Difference Between Revenue and cost
• If R= Total Revenue
• And C= Total Cost
• 𝑝𝑟𝑜𝑓𝑖𝑡 = 𝑅 − 𝐶
• If R>C , there will be a profit
• If R<C , there will be a loss
• If R=C , there will be no profit and loss
2404/05/2018 Suraj - 7709685533
Illustration 4
• The demand for a commodity is given by 𝑝 = 7 − 𝐷
And the supply by 𝑝 = 3 + 3𝐷
At equilibrium point
Demand = Supply
Ans : the equilibrium price is 6 and quantity is 1
2504/05/2018 Suraj - 7709685533
Illustration 5
• If the total cost function is 𝐶 = 4 + 3𝑥 + 𝑥2
find the cost when
𝑥 𝑖𝑠 10 𝑢𝑛𝑖𝑡𝑠 , 𝑎𝑙𝑠𝑜 𝑓𝑖𝑛𝑑 𝑎𝑣𝑒𝑟𝑔𝑎𝑟𝑒 𝑐𝑜𝑠𝑡 𝑤ℎ𝑒𝑛 𝑥 𝑖𝑠 4 𝑢𝑛𝑖𝑡𝑠
• Solution : 𝐶 = 4 + 3𝑥 + 𝑥2
• 𝐴𝐶 =
𝐶
𝑥
=
4
𝑥
+ 3 + 𝑥
Now to find C when x=10
𝐶 = 4 + 3 𝑥 10 + 102
= 134
Now AC when x=4,
𝐴𝐶 =
4
4
+ 3 + 4 = 8
04/05/2018 26Suraj - 7709685533
Illustration 6
• If the Demand function is p=10-2D , find total revenue and average
revenue when D is 3 Units .
Solution :
𝑝 = 10 − 2𝐷
𝑅 = 𝑝. 𝐷 = 10 − 2𝐷 . 𝐷 = 10𝐷 − 2𝐷2
𝐴𝑅 =
𝑅
𝐷
=
10𝐷−2𝐷2
𝐷
=10-2D
Now R at D=3 , 𝑅 = 10𝑥3 − 2𝑥32
= 12
AR at D=3
𝐴𝑅 = 10 − 2𝑥3 = 4
04/05/2018 27Suraj - 7709685533
Illustration 7
• The total cost function is C=500+15x and the total revenue function is
R=700+5x . Find the point at which there will be no profit , no loss i.e.
break even point
Solution : For break even point , profit =0
R=C
700 + 5𝑥 = 500 + 15𝑥 𝑜𝑟 200 = 10𝑥
x= 20
So the break even point is X=20
04/05/2018 28Suraj - 7709685533
Illustration 8 :
• A manufacturer has put ₹ 30,000 as initial cost and a variable cost of
₹ 20 per unit for production of batteries . If each battery can be sold at
₹ 40 , find total cost , total revenue , profit functions , Also find the
number of batteries to be produced to achieve the break – even point
Of no profit , no loss
Solution :
04/05/2018 29Suraj - 7709685533
Solution :
• The total cost function C consists of two parts , the fixed cost and the
variable cost
𝐶 = 30000 + 20𝑥
The revenue function R is given by
R=40X
The profit function is given by
Profit = Revenue – cost
= 40𝑥 − 30000 − 20𝑥 = 20𝑥 − 30000
For break even point , profit =0
20𝑥 − 30000 = 0 𝑜𝑟 𝑥 = 1500
Hence , the required no. of batteries to be produced for break – even point is 1500
04/05/2018 30Suraj - 7709685533
Illustration 9
• A company manufactures notebooks . The weekly total cost function
is given by C=15X+3000
1) If each notebook is sold at ₹ 25, what is minimum quantity that
needs to be produced to ensure no loss
2) If the selling Price of a notebook is increased by 20 %, what would
be the minimum quantity that needs to be produced and sold to
ensure no loss
3) If it is known in advance that at least 400 notebooks can be sold per
week , find the selling price to ensure the company , no loss
04/05/2018 31Suraj - 7709685533
Solution
1) Here , total revenue R = 25 X
Total cost C = 15X+3000
for no loss ( break – even point ) R = C
25 X = 15 X + 3000 or 10 X = 3000
X= 300
The minimum quantity produced and sold of the notebooks to ensure
no loss is 300
04/05/2018 32Suraj - 7709685533
2) Selling price is increased by 20 %
New selling price = 25+20%of25= ₹ 30
New R=30 X
For break – even point , new R= C
30𝑥 = 15𝑥 + 3000 𝑜𝑟 15𝑥=3000
𝑥 = 200
So 200 notebooks should be produced and sold
04/05/2018 33Suraj - 7709685533
3) Let us assume the selling price of a notebook as p and x=400 ( given )
, so , R=400p
𝐶 = 15𝑥 + 3000 = 15𝑥400 + 3000 = 9000
For no loss, R=C
400p=9000 or p=22.5
Hence the 400 notebooks can be sold at ₹ 22.5 to have no loss
04/05/2018 34Suraj - 7709685533

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1. functions and their applications

  • 2. Mathematics 1.Functions and Their Applications 2. Derivatives and Application of Derivatives 3. Interest and Annuity
  • 3. Statistics 4. Bivariate Linear Correlation 5. Bivariate Linear Regression 6. Time Series Analysis 7. Index Numbers 8. Discrete Probability Distribution 9. Normal Distribution
  • 4. Functions and Their Applications • Introduction • Quantity of Commodity demanded / supplied in the market • Its cost of Production • The Taxes on its production • Rate of interest in banks on car loans , housing loans , consumer loans 404/05/2018 Suraj - 7709685533
  • 5. Depedent and Independent Variable • X is independent Variable Demand • Y is Depedent Variable price • Y= F (X ) x= f(y) • Y is Double of X • Y= 2 X 504/05/2018 Suraj - 7709685533
  • 6. MATHEMATICAL FUNCTIONS 1. Constant Function , y = k , for any value of X 2. Linear Function , y = 2𝑥 3. Power Function , y = 𝑥7 4. Step Function , Y = [X] , 0,1,2 5. Exponential Function , y= 3 𝑥 6. Logarithm Function , y = log 𝑥 604/05/2018 Suraj - 7709685533
  • 7. 1. Constant Function • The value of the function remains constant for different values of x • Y=k for 𝑓 𝑥 = 𝐾 • Graph Straight line parallel to x axis Catego… 704/05/2018 Suraj - 7709685533
  • 8. Linear Function • 𝑦 = 4𝑥 + 7 or 𝑓 𝑥 = 3𝑥 − 2 • Its Graph is a straight line 804/05/2018 Suraj - 7709685533
  • 9. Power Function • 𝑦 = 𝑥5 𝑜𝑟 𝑓 𝑥 = 𝑥7 • 𝑓 𝑥 = 𝑥 𝑛 • Where n is a positive Integer • Graph is a curve 904/05/2018 Suraj - 7709685533
  • 10. Step Function • 𝑦 = 𝑥 = 0 , 𝑓𝑜𝑟 0 ≤ 𝑥 < 1 =1 , for 1≤ 𝑥 < 2 =2 , for 2≤ 𝑥 < 3 Graph of this function is like step 1004/05/2018 Suraj - 7709685533
  • 11. Exponential Function • 𝑦 = 𝑓 𝑥 = 𝑎 𝑥 𝑤ℎ𝑒𝑟𝑒 𝑎 𝑖𝑠 𝑐𝑜𝑛𝑠𝑡𝑎𝑛𝑡 • 𝑦 = 3 𝑥 or 𝑓 𝑥 = 1 2 𝑥 • If we take the base as e , it becomes y or 𝑓 𝑥 = 𝑒 𝑥 • e is an irrational Number 2.71828183 • The graph is a curve 1104/05/2018 Type equation here. Suraj - 7709685533
  • 12. 6. Logarithm Function • 𝑦 = 𝑓 𝑥 = log 𝑎 𝑥 where a>0 (≠ 1) • 𝑦 = log 𝑎 𝑥=log 𝑒 𝑥/log 𝑒 𝑎 1204/05/2018 Suraj - 7709685533
  • 13. Illustration 1 • A function is given as 𝑓 𝑥 = 5𝑥 − 3 , 𝑓𝑖𝑛𝑑 𝑖𝑡𝑠 𝑣𝑎𝑙𝑢𝑒 𝑎𝑡 𝑥 = 0,2, −3 Put x=0 , 𝑓 0 = 5 𝑥 0 − 3 = −3 Put x=2 , 𝑓 2 = 5 𝑥 2 − 3 = 7 Put x= -3 , 𝑓 −3 = 5 𝑥 − 3 − 3 = −18 1304/05/2018 13 X Y 0 -3 2 7 -3 -18 Suraj - 7709685533
  • 14. Illustration 2 • A function is given as • 𝑓 𝑥 = 2𝑥 + 3, 𝑓𝑜𝑟 − 2 ≤ 𝑥 < 0 = 𝑥 + 7 , 𝑓𝑜𝑟 0 ≤ 𝑥 < 3 = 4-3x , for 3≤ 𝑥 < 5 = 5+2x otherwise Find 𝑓 −1 , 𝑓 2 , 𝑓 4 , 𝑓 −3 , 𝑓 6 Ans : 1 , 9 , -8 , -1 , 17 04/05/2018 Suraj - 7709685533 14
  • 15. Illustration 3 • If 𝑓 𝑥 = 𝑘𝑥 + 8 , 𝑓 −2 = 4 , 𝑓𝑖𝑛𝑑 𝑡ℎ𝑒 𝑣𝑎𝑙𝑢𝑒 𝑜𝑓 𝐾 . • Hence find 𝑓 1.3 , 𝑓 −2.1 • Ans : K=2 , 𝑓 1.3 = 10.6 • 𝑓 −2.1 = 3.8 1504/05/2018 Suraj - 7709685533
  • 16. Exercise • Find values of the following functions at • X=0,2,-3,1.6,-1 • 𝑓 𝑥 = 7𝑥 + 9 • 𝑓 𝑥 = 7 • 𝑓 𝑥 = 𝑥2 1604/05/2018 Suraj - 7709685533
  • 17. ECONOMIC FUNCTIONS 1. Demand Function 2. Supply Function 3. Total Revenue Function 4. Average Revenue Function 5. Total Cost Function 6. Average Cost Function 7. Profit Function 1704/05/2018 Suraj - 7709685533
  • 18. Economic Functions : 1. Demand Function The function relates the price P of a commodity with its Demand D Demand function is the demand D expressed as a function of its price P i.e. D = 𝑓 𝑃 Demand function 𝑝 = 𝑔 𝐷 price is a decreasing function of demand 𝑝 = 12 − 5𝐷 , 𝑃 = 2 − 𝐷2 𝑜𝑟 𝑝 = 7 𝐷 , 𝑒𝑡𝑐 1804/05/2018 Suraj - 7709685533
  • 19. Supply Function • Price incresses Supply Increases • Increasing function • 𝑝 = 𝑔 𝑥 • 𝑝 = 4 + 3𝑠 , 𝑝 = 2 + 3𝑠 + 𝑠2 • Demand Equals Supply • Equillbrium point , equillbrium quantity 1904/05/2018 Suraj - 7709685533
  • 20. Total Revenue Function • The function represents the amount which can be obtained by selling D Units ( market Demand ) at the price p . Thus the Total Revenue function (R) can be expressed as • R= p. D 2004/05/2018 Suraj - 7709685533
  • 21. Average Revenue Function • Average revenue function is nothing but a price P • 𝐴𝑅 = 𝑅 𝐷 = 𝑝 • Total Revenue per Unit 2104/05/2018 Suraj - 7709685533
  • 22. Total Cost Function • Total cost of producing x Units of a commodity • It is denoted by C • C is a function of X • Total cost usually consists of two parts 1. fixed cost 2. variable cost • 𝑐 = 20 + 3𝑥 𝑜𝑟 𝑐 = 2𝑥2 + 7𝑥 + 50 2204/05/2018 Suraj - 7709685533
  • 23. Average Cost Function • The cost of Production per unit is called Average Cost (AC) And is expressed as 𝐴𝐶 = 𝐶 𝑥 2304/05/2018 Suraj - 7709685533
  • 24. 7. Profit Function • It is the Difference Between Revenue and cost • If R= Total Revenue • And C= Total Cost • 𝑝𝑟𝑜𝑓𝑖𝑡 = 𝑅 − 𝐶 • If R>C , there will be a profit • If R<C , there will be a loss • If R=C , there will be no profit and loss 2404/05/2018 Suraj - 7709685533
  • 25. Illustration 4 • The demand for a commodity is given by 𝑝 = 7 − 𝐷 And the supply by 𝑝 = 3 + 3𝐷 At equilibrium point Demand = Supply Ans : the equilibrium price is 6 and quantity is 1 2504/05/2018 Suraj - 7709685533
  • 26. Illustration 5 • If the total cost function is 𝐶 = 4 + 3𝑥 + 𝑥2 find the cost when 𝑥 𝑖𝑠 10 𝑢𝑛𝑖𝑡𝑠 , 𝑎𝑙𝑠𝑜 𝑓𝑖𝑛𝑑 𝑎𝑣𝑒𝑟𝑔𝑎𝑟𝑒 𝑐𝑜𝑠𝑡 𝑤ℎ𝑒𝑛 𝑥 𝑖𝑠 4 𝑢𝑛𝑖𝑡𝑠 • Solution : 𝐶 = 4 + 3𝑥 + 𝑥2 • 𝐴𝐶 = 𝐶 𝑥 = 4 𝑥 + 3 + 𝑥 Now to find C when x=10 𝐶 = 4 + 3 𝑥 10 + 102 = 134 Now AC when x=4, 𝐴𝐶 = 4 4 + 3 + 4 = 8 04/05/2018 26Suraj - 7709685533
  • 27. Illustration 6 • If the Demand function is p=10-2D , find total revenue and average revenue when D is 3 Units . Solution : 𝑝 = 10 − 2𝐷 𝑅 = 𝑝. 𝐷 = 10 − 2𝐷 . 𝐷 = 10𝐷 − 2𝐷2 𝐴𝑅 = 𝑅 𝐷 = 10𝐷−2𝐷2 𝐷 =10-2D Now R at D=3 , 𝑅 = 10𝑥3 − 2𝑥32 = 12 AR at D=3 𝐴𝑅 = 10 − 2𝑥3 = 4 04/05/2018 27Suraj - 7709685533
  • 28. Illustration 7 • The total cost function is C=500+15x and the total revenue function is R=700+5x . Find the point at which there will be no profit , no loss i.e. break even point Solution : For break even point , profit =0 R=C 700 + 5𝑥 = 500 + 15𝑥 𝑜𝑟 200 = 10𝑥 x= 20 So the break even point is X=20 04/05/2018 28Suraj - 7709685533
  • 29. Illustration 8 : • A manufacturer has put ₹ 30,000 as initial cost and a variable cost of ₹ 20 per unit for production of batteries . If each battery can be sold at ₹ 40 , find total cost , total revenue , profit functions , Also find the number of batteries to be produced to achieve the break – even point Of no profit , no loss Solution : 04/05/2018 29Suraj - 7709685533
  • 30. Solution : • The total cost function C consists of two parts , the fixed cost and the variable cost 𝐶 = 30000 + 20𝑥 The revenue function R is given by R=40X The profit function is given by Profit = Revenue – cost = 40𝑥 − 30000 − 20𝑥 = 20𝑥 − 30000 For break even point , profit =0 20𝑥 − 30000 = 0 𝑜𝑟 𝑥 = 1500 Hence , the required no. of batteries to be produced for break – even point is 1500 04/05/2018 30Suraj - 7709685533
  • 31. Illustration 9 • A company manufactures notebooks . The weekly total cost function is given by C=15X+3000 1) If each notebook is sold at ₹ 25, what is minimum quantity that needs to be produced to ensure no loss 2) If the selling Price of a notebook is increased by 20 %, what would be the minimum quantity that needs to be produced and sold to ensure no loss 3) If it is known in advance that at least 400 notebooks can be sold per week , find the selling price to ensure the company , no loss 04/05/2018 31Suraj - 7709685533
  • 32. Solution 1) Here , total revenue R = 25 X Total cost C = 15X+3000 for no loss ( break – even point ) R = C 25 X = 15 X + 3000 or 10 X = 3000 X= 300 The minimum quantity produced and sold of the notebooks to ensure no loss is 300 04/05/2018 32Suraj - 7709685533
  • 33. 2) Selling price is increased by 20 % New selling price = 25+20%of25= ₹ 30 New R=30 X For break – even point , new R= C 30𝑥 = 15𝑥 + 3000 𝑜𝑟 15𝑥=3000 𝑥 = 200 So 200 notebooks should be produced and sold 04/05/2018 33Suraj - 7709685533
  • 34. 3) Let us assume the selling price of a notebook as p and x=400 ( given ) , so , R=400p 𝐶 = 15𝑥 + 3000 = 15𝑥400 + 3000 = 9000 For no loss, R=C 400p=9000 or p=22.5 Hence the 400 notebooks can be sold at ₹ 22.5 to have no loss 04/05/2018 34Suraj - 7709685533