Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Engineering Analysis 1 : Elementary Functions
Dr. Paul D. Ledger, Dr Rob Daniels, Dr Igor Sazonov
College of Engineering, Swansea University, UK
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Outline
1 Functions
2 Polynomial Functions
3 Rational Functions
4 Circular Functions
5 Exponential and Logarithmic Functions
6 Continuous and Discontinuous Functions
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Function Definitions
A function expresses how the dependent variable depends on the independent variable.
In engineering both variables involved usually have some physical meaning.
A function consists of two different sets of numbers X and Y and rule that assigns to each element x in the set X precisely one element y from the set Y. We denotes this by f : x → y or y = f (x). We say that x is the argument of f .
The set X is called the domain of the function. The set Y is called the codomain of the function.
Rule X Y
Note that there may be elements of Y that are not outputs of the function. The set of all images y = f (x), x in X is called the image set or range of f Hence the range is not always the same as the codomain.
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Function Properties
It is worth noting the following points In the definition of the function, each input gives rise to exactly one output. A function which has the special property that different inputs gives rise to different outputs is said to be one to one or injective. A function which has that has the special property that every element of its codomain is an output (ie whose range is the whole of its codomain) is said to be on to or surjective. A function which is both injective and surjective is called bijective. It is important to understand a functions properties in order to be able construct its inverse.
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Function Examples
2 x+3 x2
40 15 35
10 30
25 5
y y 20
0 15
10 -5 5
-10 0
-6 -4 -2 0 2 4 6 -6 -4 -2 0 2 4 6 x x
y = f (x) = 2x + 3 y = f (x) = x2
Domain is R Domain is R Codomain is R Codomain is R + Range is R Range is R = {y : y ∈ R, y ≥ 0} Function is injective and surjective ie Function is neither injective or is bijective surjective. ie not bijective.
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Inverse Functions
For certain y = f (x) it is possible to determine what values of x give rise to a value of y (ie construct its inverse).
In general if a function y = f (x) is bijective (ie injective and surjective)the inverse function x = f −1(y) can be constructed (often by simple rearrangement).
Sometimes, if it does not lead to ambiguity, we can interchange x and y and write the inverse function as f −1(x)
If a function is not bijective, we may need to change the domain and/or codomain to make it bijective. Example −1 y−b For the bijective function y = f (x) = ax + b with a 6= 0 its inverse is x = f (y) = a −1 x−b and we could write f (x) = a
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Function Examples
y = f (x) = x2
x2 x2
100 100
90 90
80 80
70 70
60 60
y 50 y 50
40 40
30 30
20 20
10 10
0 0
-10 -8 -6 -4 -2 0 0 2 4 6 8 10 x x
− + Domain is R Domain is R + + Codomain is R Codomain is R + + Range is R Range is R Function is injective and surjective ie Function is injective and surjective ie is bijective is bijective
√ √ x = f −1(y) = − y x = f −1(y) = y
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Outline
1 Functions
2 Polynomial Functions
3 Rational Functions
4 Circular Functions
5 Exponential and Logarithmic Functions
6 Continuous and Discontinuous Functions
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Polynomials
A polynomial function has the general form
n n−1 f (x) = anx + an−1x + ··· + a1x + a0
r where n is the a positive integer, ar is a real number called the coefficient of x , r = 0, 1, ··· , n.
The index n of the highest power of x occurring in f (x) is called the degree.
For n = 1 we obtain the linear function
f (x) = a1x + a0
for n = 2 we get the quadratic function
2 f (x) = a2x + a1x + a0
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Graphs of polynomial functions
100 2x-3 x2 -3x+4 x2-10 30 x2-5*x+20 -x2/2+2*x 20 50
10 y 0
0 -10
-20
-30 -50 -10 -5 0 5 10 -10 -5 0 5 10 x x 2 y = f (x) = a1x + a0 y = f (x) = a2x + a1x + a0
a0 is the intercept on y axis a0 is the intercept on y axis ∆f ∆y a controls the vertex. By completing a1 = ∆x = ∆x is the gradient 1 the square the vertex is a2− a a − a1 , − 1 4 0 2 . 2a2 4a2
a2 controls whether the quadratics opens upward (a2 > 0) or downwards (a2 < 0) and also the speed of increase of the quadratic PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Properties of polynomial functions
If two polynomials are equal for all values of the independent variable, then coefficients of the powers of the variable are equal. Thus if
n n−1 f (x) = anx + an−1x + ··· + a1x + a0 n n−1 g(x) = bnx + bn−1x + ··· + b1x + b0
and f (x) = g(x) for all x then ai = bi for i = 0, 1, ··· , n. Any polynomial with real coefficients can be expressed as a product of linear and irreducible quadratic factors (an irreducible quadratic factor is one that cannot be factored into the product of two linear terms with real coefficients).
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Find values of A, B and C to ensure that
x2 + 1 = A(x − 1) + B(x + 2) + C(x2 + 2)
for all values of x.
Solution We first gather the appropriate terms together on the right hand side
1x2 + 1 = Cx2 +( A + B)x +( −A + 2B + 2C)
By comparing and equating coefficients of x2, x1 and x0 we find
C = 1 A + B = 0 − A + 2B + 2C = 1
which lead to the result 1 1 A = B = − C = 1 3 3
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Find values of A, B and C to ensure that
x2 + 1 = A(x − 1) + B(x + 2) + C(x2 + 2)
for all values of x.
Solution We first gather the appropriate terms together on the right hand side
1x2 + 1 = Cx2 +( A + B)x +( −A + 2B + 2C)
By comparing and equating coefficients of x2, x1 and x0 we find
C = 1 A + B = 0 − A + 2B + 2C = 1
which lead to the result 1 1 A = B = − C = 1 3 3
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Example
Question factorise the polynomial x3 − 3x2 + 6x − 4 = 0
Solution The function f (x) = x3 − 3x2 + 6x − 4 is equal to zero when x = 1. We say that x = 1 is a zero of the function. Thus x − 1 must be a factor of f (x). We factor out x − 1 as follows
x3 − 3x2 + 6x − 4 =( x − 1)(x2 − 2x + 4)
To see if we can simplify this further, we need to find if g(x) = x2 − 2x + 4 has linear factors with real coefficients. To check this we check whether g(x) = 0 has real roots using 2 ± p4 − 4(4) x = 2 √ √ In this case we see that are no real roots as 4 − 16 = −12 is not defined. Therefore (x2 − 2x + 4) is an irreducible quadratic term and our factorised solution is
x3 − 3x2 + 6x − 4 = (x − 1)(x2 − 2x + 4)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question factorise the polynomial x3 − 3x2 + 6x − 4 = 0
Solution The function f (x) = x3 − 3x2 + 6x − 4 is equal to zero when x = 1. We say that x = 1 is a zero of the function. Thus x − 1 must be a factor of f (x). We factor out x − 1 as follows
x3 − 3x2 + 6x − 4 =( x − 1)(x2 − 2x + 4)
To see if we can simplify this further, we need to find if g(x) = x2 − 2x + 4 has linear factors with real coefficients. To check this we check whether g(x) = 0 has real roots using 2 ± p4 − 4(4) x = 2 √ √ In this case we see that are no real roots as 4 − 16 = −12 is not defined. Therefore (x2 − 2x + 4) is an irreducible quadratic term and our factorised solution is
x3 − 3x2 + 6x − 4 = (x − 1)(x2 − 2x + 4)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Outline
1 Functions
2 Polynomial Functions
3 Rational Functions
4 Circular Functions
5 Exponential and Logarithmic Functions
6 Continuous and Discontinuous Functions
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Rational functions
Rational functions have the general form
p(x) f (x) = q(x)
where p(x) and q(x) are polynomials. If the degree of p is less than the degree of q it is known as proper otherwise it is known as improper. An improper rational function can always be expressed as a polynomial plus a rational function, e.g.
x3 x = x − x2 + 1 x2 + 1 A proper rational function can always be expressed as a sum of simpler functions whose denominator are linear or quadratic irreducible factors, e.g.
x2 + 1 1 1 4x + 7 = + + (1 + x)(1 − x)(2 + 2x + x2) 1 + x 5(1 − x) 5(2 + 2x + x2)
these functions are called partial functions of the rational function and are often useful in the mathematical analysis of engineering systems.
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Method of partial fractions
1 Factorise q(x) fully into linear and irreducible quadratic factors, collecting together all like factors. 2 Each linear factor ax + b in q(x) will give rise to a fraction of the type
A ax + b Repeated linear factors (ax + b)n will give rise to n fractions
A A A A 1 + 2 + 3 + ··· + n ax + b (ax + b)2 (ax + b)3 (ax + b)n
Each irreducible quadratic factor ax2 + bx + c in q(x) will give rise to a fraction of the type Cx + D ax2 + bx + c Sum all fractions together. 3 If the degree of p(x) is n and the degree of q(x) is m and n ≥ m then the function is improper and an additional polynomial of the form B1 + B2x + ··· of degree n − m must be added.
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Method of partial fractions continued
p(x) 4 Put q(x) equal to the sum of all the factors involved. 5 Multiply both sides of the equation by q(x) to obtain an identity involving a polynomial on both the left and right hand side of the equals sign. 6 Compare the coefficients of like powers of x on both sides of the identity. Starting with highest and working towards the lowest power usually makes it easier. The coefficients are then easily found. 7 Check the result by using a test value for x.
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Express the following as a partial fraction 3x (x − 1)(x + 2) Solution We first write the rational fraction as a sum of simple fractions 3x A B = + (x − 1)(x + 2) (x − 1) (x + 2)
We then multiply both the top and bottom by (x − 1)(x + 2) and gather terms in x1 and x0. 3x = A(x + 2) + B(x − 1) = (A + B)x + (2A − B) comparing coefficients of powers of x gives
3 = A + B 0 = 2A − B
and gives A = 1 and B = 2 so that 3x 1 2 = + (x − 1)(x + 2) (x − 1) (x + 2)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Express the following as a partial fraction 3x (x − 1)(x + 2) Solution We first write the rational fraction as a sum of simple fractions 3x A B = + (x − 1)(x + 2) (x − 1) (x + 2)
We then multiply both the top and bottom by (x − 1)(x + 2) and gather terms in x1 and x0. 3x = A(x + 2) + B(x − 1) = (A + B)x + (2A − B) comparing coefficients of powers of x gives
3 = A + B 0 = 2A − B
and gives A = 1 and B = 2 so that 3x 1 2 = + (x − 1)(x + 2) (x − 1) (x + 2)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Express the following as a partial fraction
3x2 (x − 1)(x + 2) Solution In this case the numerator is the same degree as the denominator so we write
3x2 B C = A + + (x − 1)(x + 2) (x − 1) (x + 2) Multiplying both sides by (x − 1)(x + 2) and gathering similar terms yields
3x2 = A(x − 1)(x + 2) + B(x + 2) + C(x − 1) = Ax2 +( B + C + A)x +( −2A + 2B − C)
comparing coefficients of powers of x gives
3 = A 0 = B + C + A 0 = −2A + 2B − C
which results in A = 3, B = 1 and C = −4 and 3x2 1 4 = 3 + − (x − 1)(x + 2) (x − 1) (x + 2)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Example
Question Express the following as a partial fraction
3x2 (x − 1)(x + 2) Solution In this case the numerator is the same degree as the denominator so we write
3x2 B C = A + + (x − 1)(x + 2) (x − 1) (x + 2) Multiplying both sides by (x − 1)(x + 2) and gathering similar terms yields
3x2 = A(x − 1)(x + 2) + B(x + 2) + C(x − 1) = Ax2 +( B + C + A)x +( −2A + 2B − C)
comparing coefficients of powers of x gives
3 = A 0 = B + C + A 0 = −2A + 2B − C
which results in A = 3, B = 1 and C = −4 and 3x2 1 4 = 3 + − (x − 1)(x + 2) (x − 1) (x + 2)
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Outline
1 Functions
2 Polynomial Functions
3 Rational Functions
4 Circular Functions
5 Exponential and Logarithmic Functions
6 Continuous and Discontinuous Functions
PDL, RD, IS (CoE) WS 2016 Functions Polynomial Functions Rational Functions Circular Functions Exponential and Logarithmic Functions Continuous and Discontinuous Functions
Circular and trigonometric functions
There are two approaches to the definition of circular or trigonometric functions. The first trigonometry is a static approach is associated with the practical engineering approach of surveying.
B c Hypotenuse B a c a Opposite A θ C b CAb Adjacent Sine and Cosine rules for a general triangle
Rules for a right angled triangle a b c = = A B C c opposite sin sin sin sin θ = = a hypotenuse b adjacent a2 = b2 + c2 − 2bc cos A cos θ = = a hypotenuse b2 = a2 + c2 − 2ac cos B 2 2 2 c opposite c = a + b − 2ab cos C tan θ = = b adjacent
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Measurement of angles
For problems in trigonometry angles are measured in degrees.
In traditional measurements angles measured in degree are expressed in term of the sexagesimal system (degree, minutes and seconds) so that 35.36o becomes 35o2102200. This measurement system is still commonly employed in Surveying problems in Civil Engineering. On most scientific calculators there is a button which make this conversion straight forward.
For problems involving circular motion angles are measured in radians.
Recall that in 180 degrees there are π radians. This mean that for an angle α measured in degrees is πα/180 radians and an angle β measured in radians is 180β/π degrees.
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Circle properties
For an angle θ measured in radians then