CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
Basic Calculus.docx
1. Basic Calculus
Function -A function (f) is a rule that assigns exactly one element y in
a set B to each element x in a set A.
The set of permissible values of x is called the domain of the function
and the set of all resulting value of y is called the range of the
function.
The symbol f(x) (read as “f of x”) denotes the particular value of y that
corresponds to the given value of x.
So if we write y = f(x), then x is the independent variable and y is the
dependent variable.
Given that f is the function defined by:
f(x) = 𝑥2
+ 3𝑥 − 4
Ex 1. Find: f(0), f(-2), f(3h), f(x+h), f(x)+f(h)
Ex 2. Find ((𝑥+ℎ)−𝑔(𝑥)) / ℎ where h≠0
a.) g(x) = 4𝑥2
−5𝑥+7
b.) g(x) = √(𝑥+9)
Ex 3. Let g be the function g(x)= 3x-2 if x<1
Find g(2), g(-4), g(1) x² if 1⦤x
Ex.
4. Trigonometric Functions
In mathematics, the trigonometric functions (also called circular
functions, angle functions) are functions of an angle.
They relate the angles of a triangle to the lengths of its sides.
Trigonometric functions are important in the study of triangles and
modeling periodic phenomena, among many other applications.
EX. Given
∅(x) = sin x
Find: a. ∅(π) b. ∅(5/4 π) c. ∅(2/3 π) d. ∅(- π/6)
Operations on Function
Given the two functions f and g:
(i)Sum, denoted by : f+g
defined by: (f+g)(x)=f(x)+g(x)
(ii)Difference, denoted by f-g
defined by: (f-g)(x)=f(x)-g(x)
(iii)Product, denoted by f.g
defined by: (f.g)(x)= f(x).g(x)
(iv)Quotient, denoted by f/g
defined by: (f/g) (x)= (f(x))/(g(x))
Ex. f(x) = 2x – 3 and g(x) = 𝑥2
+1
find: a.) f + g b.) f . g c.) g/f
Composite Functions
(f og)(x) = f(g(x)), the g function is inside of the f function
(g o f )(x) = g(f(x)), the f function is inside of the g function
Ex. f(x)=
5
𝑥−2
g(x)= 2x+1
Find: (f °g)(3)
Ex f(x)= 2x - 3 g(x) = cos x
Find: f °f g°g
f °g g °f