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Last+minute+revision(+Final)+(1) (1).pptx
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12. Note for argument (or amplitude):
● If θ is argument of z then 2n𝜋 + θ ; where n is integer, is also
an argument
● The value of argument which lies in (-𝜋, 𝜋] is called principal
value of argument or amplitude .
● Argument of purely imaginary number is
● Argument of purely real number is 0 or 𝜋
● If z = 0 then arg(z) is not defined.
13. Polar form
Z = r (cos θ + i sin θ)
Euler form
Z = reiθ
Representation of Complex Number in Polar and Euler Form
Z = x + i y
Note: If we know |z| & arg(z) then we can write z
Euler’s form is very efficient in handling big and bad powers of a
complex number
14.
15. Consider, z3 = 1
Roots of this equation are called cube roots of
unity.
z3 = 1
z3 - 1 = 0
(z - 1) (z2 + z + 1) = 0
Cube Roots of Unity
16. Note:
Roots of z2 + z + 1 = 0 are 𝜔 & 𝜔2 and roots of z2 - z + 1 = 0 are -𝜔
& -𝜔2
1. 𝜔3 = 1
2. 1 + 𝜔 + 𝜔2 = 0
3. 𝜔3k + 𝜔3k+1 + 𝜔3k+2 = 0; k ∊ z
4. z3 - 1 = (z - 1) (z - 𝜔) (z - 𝜔2)
Properties of ω
20. Key Points for AP
1. Common terms of two AP’s, form an AP.
2. If a1, a2, a3 ➝ AP, then
(i) ka1, ka2, ka3 ➝ AP &
(ii) a1 ± k, a2 ± k, a3 ± k ➝ AP
3. Sum of the terms equidistant from beginning & end is same
4. Assuming terms: 3 terms ➝
4 terms ➝
5 terms ➝
Note:
1. nth odd number is 2n-1
2. Sum of first n odd numbers is n2
21. Key Points for GP
1. If a1, a2, a3 ➝ GP, then for k ≠ 0
(i) ka1, ka2, ka3 ➝ GP
(ii) (a1)k, (a2)k, (a3)k ➝ GP
2. If a, b, c, d ➝ GP, then a ± b, b ± c, c ± d ➝ GP
3. Product of terms equidistant from beginning and end is same
4. Assuming terms: 3 terms ➝
4 terms ➝
5 terms ➝
22. Arithmetic Mean
Arithmetic Mean
AM of Numbers AM’s between two numbers
1) ‘A1’ is called one AM between a & b
if a, A1, b ➝ AP
2) A1 & A2 are called two AM’s
between a & b if a, A1, A2, b ➝ AP
23. GM’s between two numbers
1) G1 is called one GM between a & b
if a, G1, b ➝ GP
2) G1, G2 are called two GM’s
between a & b if a, G1, G2, b ➝ GP
Geometric Mean
Geometric Mean
GM of Numbers (+ve numbers)
24. Sequence of the following form is called A.G.P.
a , (a + d) r , (a + 2d) r2 , . . . , (a+(n - 1)d) rn-1
Eg:
(a) 1 , 3x , 5x2 , 7x3 , . . .
(b) 1 , 40 , 700 , 10000 , . . .
Arithmetic - Geometric Progression
25. (observe that equality holds if a’s
are equal)
For any given +ve numbers:
Relation Between AM and GM
AM ≥ GM
AM = GM; if all the terms are equal.
AM > GM; otherwise
26. Note:
3 Hints to use AM ≥ GM
(1) If min value of some expression is asked
(2) Terms involved in expression are +ve.
(3) Product of terms involved in expression is good.
30. 1. Sine of supplementary angles are same.
2. Cosines of supplementary angles are negative of
each other.
3. sin(-θ) = -sinθ and cos(-θ) = cosθ
Remarks
31. Compound Angles
1. sin(A + B) = sinA cosB + cosA sinB
2. sin(A - B) = sinA cosB - cosA sinB
3. cos(A + B) = cosA cosB - sinA sinB
4. cos(A - B) = cosA cosB + sinA sinB
33. Remark
1. sin 2θ and cos 2θ can be expressed in terms of tanθ as
2. sin(A + B) × sin(A - B) = sin2A - sin2B
cos(A + B) × cos(A - B) = cos2A - sin2B = cos2B - sin2A
34. List of most commonly used formulae and expressions.
35. a sin θ + b cos θ
Expressing in terms of cosine only.
Expressing in terms of sine only.
36. Transformation of product into sum and difference
2 sin A cos B = sin(A + B) + sin(A - B)
2 cos A sin B = sin(A + B) - sin(A - B)
2 cos A cos B = cos(A + B) + cos(A - B)
2 sin A sin B = cos(A - B) - cos(A + B)
Transformation Formulae
52. Results:
under some good condition
under some good condition
under some good condition
under some good condition
Note
These good conditions are not required rather these formula also are of
least importance.
54. Results
(a) nCr + nCr+1 = n+1Cr+1
(c) nCx = nCy ⇒ x = y or x + y = n
55. There are two particular cases which are used very frequently.
(a) (1 + x)n = nC0 + nC1x + nC2x2 +....+ nCnxn
(b) (1 - x)n = nC0 - nC1x + nC2x2 - nC3x3 +....+ (-1)n nCnxn
(1) (1 + x)n -1 is divisible by x
(1) (1 + x)n -1 - nx is divisible by x2
Note:
56. (x + y)n = nC0xn + nC1xn-1y +….+ nCn-1xyn-1 + nCnyn
General term, Tk+1 = nCkxn-kyk
General Term of Binomial Expansion
Binomial Theorem for any Index
Let ‘n’ be a rational number & ‘x’ be a real number such that |x| < 1, then:
60. Primarily chapter PnC is all about:
(1) Selection
(2) Selection and arrangement
(3) Distribution
61. Various varieties of selections
1. Selecting number of objects required
2. Selecting such that few particular objects are included or
excluded in selection.
3. Geometrical countings.
4. Total selections
62. Eg
Arrangement of alike objects
Number of ways of arranging p elements in a row if out of ‘p’ objects
‘m’ are alike & ‘n’ are alike & rest are distinct, is given by
63. While distributing the distinct objects, always see the number
of options that a given object to be distributed has
Remark:
Number of ways to distributing ‘n’ distinct objects among ‘m’
persons is mn
Result:
Distribution of Distinct Objects
64. Distribution of alike objects:
Result: No. of ways of distributing n identical
objects among r persons is
66. Centroid
It is the point of concurrence of the medians of a triangle.
F E
D
G
A (x1, y1)
C (x3, y3)
B (x2, y2)
67. Incentre
It is the point of concurrence of the internal angle
bisectors of a triangle.
c b
a
I
A (x1, y1)
C (x3, y3)
B (x2, y2)
68. Orthocentre
It is the point of concurrence of the altitudes of a triangle.
H
A (x1, y1)
B (x2, y2) C (x3, y3)
E
F
D
69. Circumcentre
It is the point of concurrence of the perpendicular
bisector of the sides of a triangle.
A
B C
O
E
D
F
(x3, y3)
(x, y)
(x1, y1)
(x2, y2)
70. In any scalene triangle,
Note :
Result
G
H
O
In an equilateral triangle, G, I, O and H, all coincide.
71. Angle between two Lines
where θ is the acute angle
between the two lines
72. Some Formulae
Distance of a Point from a Line
Special case : Distance of origin from is
(x1, y1)
eg : Distance of (1, 2) from 3x - 4y + 2 = 0 is .
73. Distance between two Parallel Lines
Eg : Distance between x + y + 2 = 0 and x + y + 4 = 0 is
74. Foot of Perpendicular from a Point to a Line
(x1, y1)
Eg : Foot of perpendicular of (2, 3) on x + 2y - 1 = 0 is given by
76. Note
Any line through intersection point of L1 = 0 and L2 = 0 (that is a
member of their family) has equation of the form
Given any two lines L1 = 0 and L2 = 0, all the lines passing
through their point of intersection constitutes family of lines
of L1 = 0 and L2 = 0.
Family of Lines
78. Some Basic Geometrical Results
(a) Perpendicular from the centre to a chord of the circle
bisects the chord or we may say, perpendicular bisector
of chord, passes through the centre of the circle.
79. Some Basic Geometrical Results
(b) Secant theorem
(i)
(ii)
T
P A
A’
B’
B
B
B’
A’
A
P
P
B
A
PA × PB = PA × PB
PA × PB = PT2
80. (x - x1)2 + (y - y1)2 = r2
Centre : (x1, y1)
Radius : r
x2 + y2 + 2gx + 2fy + c = 0
Centre : (-g, -f)
Radius :
Note:
Diametric form : (x - α1)(x - α2) + (y - β1)(y - β2) = 0
where (α1, β1) & (α2, β2) are endpoints of diameter
Equations of a Circle
81. 1. Circle touching X - axis
2. Circle touching Y - axis
X
(a, 0)
Y
(0, b)
Some Special Circles
82. 5. Circle touching both axes
X
Y
X
Y
O
O
(0, 2b)
(2a, 0)
X
Y
O
6. Circle passing through origin and cutting both axes
83. r
Whenever a circle makes an intercept
on a line, always refer to this figure.
AB is the intercept made by circle on
the line y = mx + c
A
y = mx + c
Intercepts made by a Circle
84. A
B
Y
Intercepts made by a Circle on axes
(1) Intercept made by x2 + y2 + 2gx + 2fy + c = 0 on the X - axis.
A B
X
(2) Intercept made by x2 + y2 + 2gx + 2fy + c = 0 on the Y - axis.
85. As of now, that we are doing circles, so we have
(1) S ≡ x2 + y2 + 2gx + 2fy + c
Some Standard Notations
(2) For a point (x1, y1) : Value of S at (x1, y1) is
represented by S1 , that is
S1 = x1
2 + y1
2 + 2gx1 + 2fy1 + c
(3) For a point (x1, y1):
If we replace in S, then we get T, that is T
86. Find distance ‘d’ of centre of circle from given line
d < r
line cuts circle
d = r
line is tangential to
circle
d > r
line does not meet
circle
Position of a Line with respect to a Circle
87. Slope form Tangent at a Point on
a Circle
Parametric form
slope = m (x1, y1) P(θ)
Various Equations of Tangents of a Circle
T = 0
T = 0
88. Equations of tangents to x2 + y2 = r2, having slope m, are
given by .
Result
Note:
Equations of tangents to (x − x1)2 + (y − y1)2 = r2, with
slope m, are given by
90. S + 𝜆L = 0
(1)
S = 0 L = 0
Family of Circles
(2)
S = 0
S’ = 0
Note: S - S’ = 0 is the equation of common chord
91. L = 0
A (x1, y1)
(3) Family of circles tangent to a given line L=0 at a
given point A (x1, y1) :
(x − x1)2 + (y − y1)2 + 𝜆L = 0
92. (2) Equation of chord with given midpoint P(x1, y1)
(1) Equation of CoC (chord of contact) with respect to P(x1, y1)
P (x1, y1) Its equation is given by T = 0
S = 0
P (x1, y1) Its equation given by T = S1
S = 0
Chords of a Circle
93. Result : Length of CoC (chord of contact) with respect
to P(x1, y1) Length of chord of contact T1 T2 =
Chords of a Circle
96. Remark
Depending upon the value of e, we get different conics.
(i) e = 1 gives parabola
(ii) e > 1 gives hyperbola
(iii) 0 < e < 1 gives ellipse
97. Given a general second degree equation in x and y, it
represents a pair of lines or different conics depending
upon the coefficients. Consider the equation ax2 + 2hxy +
by2 + 2gx + 2fy + c = 0 … (A)
1. Δ = 0 ⇒ equation (A) represents a pair of lines.
2. Δ ≠ 0
(i) and h2 − ab < 0 ⇒ equation (A) represents an ellipse.
(ii) and h2 − ab = 0 ⇒ equation (A) represents a parabola.
(iii) and h2 − ab > 0 ⇒ equation (A) represents a hyperbola.
Identifying the Conic
98. x = −a
LR = 4a
X
Y
O
Z (−a, 0) S (a, 0) S (−a, 0)
x = a
LR = 4a
X
Y
O Z (a, 0)
(1) y2 = 4ax (2) y2 = −4ax
Standard Parabolas having vertex at origin.
(3) x2 = 4ay (4) x2 = −4ay
LR = 4a
y = −a
X
Y
O
Z (0, −a)
y = a
LR = 4a
X
Y
S (0, −a)
Z (0, a)
O
103. Two hyperbolas, such that the transverse and conjugate
axes of one, are the conjugate and transverse axes of the
other, respectively, are called conjugate hyperbolas.
Conjugate Hyperbolas
Result
If e1 and e2 are the eccentricities of two conjugate
hyperbolas, then
104. If a = b, that is lengths of transverse and conjugate axes
are equal, then the hyperbola is called rectangular or
equilateral.
Eg. The hyperbola x2 − y2 = a2 is a rectangular hyperbola.
Rectangular Hyperbola
Remark
1. Eccentricity of an equilateral hyperbola is always .
2. ax2 + 2hxy + by2 + 2gx + 2fy + c = 0 represents a
rectangular hyperbola if Δ ≠ 0 and a + b = 0.
106. General Method
Solve line with conic to get a quadratic equation.
D > 0 ⇒ line cuts the conics
D = 0 ⇒ line is tangent to conics
D < 0 ⇒ line does not meet conics
Position of a Line with respect to a Conic
107. Various equations of tangents to y2 = 4ax
Slope form Tangent at a point Parametric form
Y
X
O
y2 = 4ax
Y
X
O
P(t)
y2 = 4ax
T = 0 ⇒ ty = x + at2
slope = m Y
X
O
(x1, y1)
y2 = 4ax
T = 0
Equations of Tangents of a Conic
108. Note
(1) Slope of tangent to y2 = 4ax
at P(t) is
(2) Parametric tangent of x2 = 4ay can be obtained by interchanging x
and y in corresponding formula for y2 = 4ax. It does not happen in
equation of tangent having given slope m.
Equations of Tangents of a Parabola
ty = x + at2
109. Note
(3) Point of intersection of tangents to y2 = 4ax at P(t1) and
Q(t2) is
(a t1 t2, a(t1 + t2)) (at1t2, a(t1 + t2)) P(t1)
Q(t2)
Equations of Tangents of a Parabola
110. For Hyperbola :
Slope form
Equations of Tangents of an Ellipse and Hyperbola
Hence, tangent of slope m is given by
For Ellipse : Tangent is
For Hyperbola : Tangent is
111. Focal Chord
Any chord passing through the focus of a conic is called a
focal chord.
We should be remembering some results related to focal
chords of parabola.
Focal Chords
112. Result
(1) For y2 = 4ax, if P(t1) and Q(t2) are the endpoints of a focal
chord then t1t2 = − 1.
(2) Tangents at endpoints of a focal chord are perpendicular
and hence intersect on directrix.
(3) Length of a focal chord of y2 = 4ax, making an angle α
with the X-axis, is 4a cosec2 α.
113. For parabola y2 = 4ax:
Normal at P(t) is given by
y + tx = 2at + at3
Normal having given slope ‘m’ is given by
y = mx − 2am − am3
114. Equation of normal at P(x1, y1) on
P(x1, y1)
Equations of Normals of an Ellipse
116. The formulae for the equation of the chord of contact and a
chord with given midpoint remain the same for all conics, that
is
Chord of Contact : T = 0
Chord with given mid point : T = S1
Chords of a Conic
119. We have indeterminate forms,
(Here 0 is denoting a function tending to zero, similarly ∞ & 1
are denoting functions tending to ∞ & 1 respectively).
Methods for Evaluating Limits
120. (a) L Hospital Rule:
(b) Factorization Method:
(c) Rationalization Method:
This is normally used when either numerator or denominator
or both involve square roots.
(d) Method of evaluating algebraic limit when x tends to
infinity Just take biggest terms in numerator & denominator
common
(e) Trigonometric limits: We have standard results
121. (f) Logarithmic limits:
We have standard result
(g) Exponential limits:
We have standard result
(h) Form (1)∞
We have standard result
122. Method of Evaluating Algebraic Limit
When x ➝ ∞ or − ∞
Just take biggest terms in numerator & denominator common
130. Whenever the function under consideration has one of the
following traits, always check RHL & LHL for existence of
limit.
(a) It has , [.], {.} or mod
(b) Its piecewise defined
(c) It has and
Note:
131. Try to observe
(a) is ______; here [.] ⟶ GIF
(b) is ______; here [.] ⟶ GIF
(c) is ______; here [.] ⟶ GIF
(d) is ______; here {.} ⟶ FPF
132. A function is said to be continuous at x = a
In simple words limit at x = a is f(a).
Continuity at a point
Normally, we have 2 varieties:
(1) Function is given, and we need to check continuity.
(2) Function is given to be continuous and we need to find
some constant(s).
133. Now, let me tell you the simplest way of checking
continuity of composite functions.
138. We need to study
Equation of tangent and normal having given slope
Equation of tangent and normal at a given point on the curve
Equation of tangent and normal through external point.
Tangents and Normals
139. m1 = f’(x1)
m2 = g’(x1)
Where (x1, y1) is point of intersection of two curves
⇒ Condition of orthogonality: m1m2 = -1
Angle of Intersection between two curves
140. PT = Length of tangent
PN = Length of normal
TG = Length of subtangent
GN = Length of subnormal = |y1 m|
Where,
θ
P(x1, y1)
T G N
Length of tangent, normal, subtangent and subnormal
141. Mean value Theorems
Rolle’s theorem
If y = f(x) is a function such that:
(i) its continuous in [a, b]
(ii) its differentiable in (a, b)
(iii) f(a) = f(b)
then there exists c ∈ (a, b) such that f’(c) = 0 i.e., f’(x) = 0 has at least
one root in (a, b)
142. Lagrange Mean value theorem
If a function y = f(x) satisfies
(i) f(x) is continuous in [a, b]
(ii) f(x) is differentiable in (a, b)
Then there exist such that
143. Definition:
f(x) is said to be strictly increasing over an interval [a, b] if:
x2 > x1 ⇒ f(x2) > f(x1), ∀ x1, x2 ∈ [a, b]
While it is said to be increasing (or non-decreasing) if:
x2 > x1 ⇒ f(x2) ≥ f(x1), ∀ x1, x2 ∈ [a, b]
Increasing and Decreasing functions
144. For a differentiable function:
(1) f’(x) ≥ 0 ⇒ f(x) is strictly increasing
(provided the points for which f’ (x) = 0 do not form an interval)
(2) f’(x) ≤ 0 ⇒ f(x) is strictly decreasing
(provided the points for which f’(x) = 0 do not form an interval)
Interval of Increase and Decrease
145. Note:
(i) f(x) is monotonic in [a, c]
(ii) f(x) is not monotonic in [a, b]
(iii) f(x) is monotonic in [c, b]
(iv) f(x) is not monotonic in neighbourhood of x = c
146. This chapter is all about:
(1) Local maxima
(2) Local minima
(3) Global maxima
(4) Global minima
Maxima and Minima
147. It is collection of points where either f’ (x) = 0 or f’ (x) fails to
exist
Note:
It is to be noted that critical points are the interior points of an
interval.
Critical points are contenders for giving maxima and minima.
Critical Points
148. For a continuous function:
(a) If f’(x) changes sign about a critical point, then we have
maxima or minima there.
(b) If f’ (x) does not change sign about a critical point, then
function does not have maxima or minima there.
First Derivative Test
149. If f’(x) = 0 at x = a, then
(1) f”(a) > 0 ⇒ f(x) has local minima at x = a
(2) f”(a) < 0 ⇒ f(x) has local maxima at x = a
Remark
If f’(a) = 0 and also f”(a) = 0 then Double Derivative Test is
inconclusive.
Double Derivative Test
154. Some standard algebraic formats:
Format 1:
Working strategy: Just complete the square in denominator
Format 2:
Working strategy: Create derivative of quadratic, in the
numerator,
155. Remark: Whenever deg(Nr) ≥ deg (Dr) we use above
strategy
Format 3:
Working strategy: Use division algorithm to write P(x) in
terms of ax2 + bx + c
157. Choosing first and second function:
Take that function as first function which comes first in ILATE.
Integration by Parts
158. Remark:
Basically, function whose integration is easy, is taken as
second function.
If integrand contains only one function which cannot be
integrated directly (eg: ln x, sin-1 x etc) then we take second
function as “1” and try “By Parts”
Now lets see classic integral, which is very important
159. Second Fundamental Theorem of Calculus
Let f (x) be a continuous function defined in [a, b]
If F(x) is an anti-derivative or primitive of f (x), then
This is called the Second Fundamental Theorem of Calculus.
Remark
If f(x) is discontinuous at x = c, where a < c < b, then, we have
to write
162. Remark
(a) If f (UL − x) = f (x) or − f (x) , then we use prop (6)
(b) If f (UL − x) is something else, then we try using Prop (4)
For eg:
163. Definite Integration of Periodic Functions
1. where T is the period of the
function and n ∈ I, (i.e., f(x + T) = f(x)).
2.
3. where T is the period of the
function and m, n ∈ I.
4. where T is the period of the function
and n ∈ I.
168. Let’s look at the projection of a vector along another vector.
Note
is called projection vector (or component vector) of
along
Geometrical Significance of the Dot Product
169. Remark:
If are any three mutually perpendicular vectors
then Any vector can be expressed as
175. The magnitude of gives the volume of the
parallelepiped whose coinitial edges are
Geometrical Significance of the Box Product
Remark
The magnitude of gives the volume of the
tetrahedron whose coinitial edges are
176. For three vectors are
called vector triple products.
Theorem
1 2 3 1 3 2 1 2 3
(better remembered as 132 - 123)
Vector Triple Product
177. Note
Geometrically, is a vector which is perpendicular to
and lies in the plane of and .
Geometrical Significance of the Vector Triple Product
179. If vector parallel to a given line makes angles α, β & γ with x,
y & z axis respectively then the triplet (cos ⍺, cos β, cos 𝛾) are
called Direction cosine of line
and are generally denoted by (l, m, n). Z
X
Y
∝
β
𝜸
Note: Clearly,
Direction Cosine
180. Three numbers a, b, c proportional to DC (l, m, n) are known
as DR. Basically, if line is parallel to a vector
then DR of line are (a, b, c), or better to say DR ∝ (a, b, c)
Direct Ratios
181. Let be a general point on line
r
a
O
Line through a given point & Parallel to Given Vector
i.e.
pv of general
point on line
pv of given
point on line
Vector parallel
to line
This is parametric from of line
= + λ
182. Now, that we have equation of line in vector form, we can easily write
it in cartesian form also
Comparing, we get:
Here a, b, c are DR of line. Obviously, few can be zero also.
Remark:
183. Many times we will be required to assume a point on line. It
plays very critical role many times. So, lets see how to assume
a point on line & few examples on it
Assuming a Point on Line
184. A general point on this line is assumed as : ( x1 + aλ, y1 + bλ, z1 + cλ)
Eg: General point on
(a) is taken as (1 + λ, 2 - λ, 3 + 2λ)
(b) is taken as(1 + λ, -1, 2 + 3λ)
Consider a Line:
185. For skew line: For parallel line:
Shortest Distance Between Two Line is:
186. A( a )
R( r )
a
r
O
n
Plane through a fixed point & normal to a given vector:
Let be a general point on plane
This is the required vector form of plane
In particular if we use instead of then equation is
called normal form of plane.
Here is perpendicular distance of plane from origin
Remark:
Equations of Plane
187. For cartesian form: Let A & R be (x1, y1, z1,) & (x, y, z) respectively & DR
of be (a, b, c), then
Note:
In cartesian equation of plane the coefficients of x, y & z are DR of
⇒ ax + by + cz = ax1 + by1 + cz1
I.e. ax + by + cz + d = 0
General equation of a plane
a( x - x1 ) + b( y - y1 ) + c( z - z1 ) = 0
Equation of plane through (x1, y1, z1) &
having (a, b, c) as DR of normal vector
188. A ( a )
Equation of plane passing through & parallel to non-collinear
vectors
190. Equation of plane having x, y, & z intercepts as a, b & c
respectively is:
Intercept form:
Similar to family of lines in 2-D ( i.e. L1 + λL2 = 0 ) we have a
family of planes in 3D.
Any plane through line of intersection of P1 : a1x + b1y + c1z + d1
= 0 & P2 : a2x + b2y + c2z + d2 = 0 is of the form P1 + λP2 = 0 .
Remark:
191. Angle between two planes:
Angle between a plane and line:
Some Formulae
192. Distance of a point from plane, distance between two
parallel planes, foot of perpendicular, image of a point in
plane, bisector of acute and obtuse angle between two
planes all are generalisation of 2-D results for straight lines
Remark
193. (1) Distance of (x1, y1, z1) from ax + by + cz + d = 0
(2) Distance between two parallel planes
ax + by + cz + d1 = 0 and ax + by + cz + d2 = 0
M (x, y,
z)
P (x1, y1, z1)
ax + by + cz + d1 = 0
ax + by + cz + d2 = 0
194. (4) Image of a point (x1, y1, z1) in (ax + by + cz + d = 0)
(3) Foot of perpendicular of (x1, y1, z1) on ax + by + cz + d = 0
195. (5) Ratio in which plane ax + by + cz + d = 0 divides join of A and B
ax + by + cz + d = 0
(x2, y2, z2 )
B
197. Recall
(a) P( A ∪ B) = P(A) + P(B) - P(A ∩ B)
(b) P(A ∪ B ∪ C) = P(A) + P(B) + P(C) - P(A ∩ B) - P(B ∩ C) - P(C ∩ A)
+ P(A ∩ B ∩ C)
(a) P(Ac) = 1 - P(A)
(b) P(Ac ∩ Bc) = 1 - P(A ∪ B)
Remark
As we use Venn diagram for cardinality problems of sets, same way
Venn diagrams are used here in probability problems.
198. Probability of occurrence of event A given that event B has
already occurred is known as conditional probability.
Conditional Probability
199. Probability of occurrence of event A given that event B
has already occurred is known as conditional probability.
a c b
d
B
A
200. This is called multiplication theorem.
General:
Note: Multiplication theorem comes into play when order
matters.
Multiplication Theorem
201. Two events are independent if
Therefore two events are independent if
P(A ∩ B) = P(A) × P(B)
Note: If A & B are independent events then so are
Independent Events
203. Remark:
Whenever the outcome of an experiment is given &
probability of it being occurring through a particular path is
asked, then Baye’s theorem is applied. Paths are denoted
by Ei’s & outcome is denoted by A.
Baye’s Theorem
204. Random Variable:
Let S be the sample space associated with given experiment.
The real valued function ‘X’ whose domain is S is called a
random variable.
Probability Distribution Function:
If a random variable takes value x1, x2, …., xn with respective
probabilities P1, P2, …., Pn. Then
is called Probability Distribution Function of ‘x’.
Random Variable and its Probability Distribution
205. Remark
(a) Mean (or Expectation) of X i.e.
Here, Pi = P(X = xi)
(b) Variance of X i.e. V(X) = E(X2) - (E(X))2
206. Binomial distribution:
P(X = r) = nCr (p)r (q)n-r, where p + q = 1
Here, X is said to follow binomial distribution with parameters
‘n’ & ‘p’
Result
If X : B(n, p) then:
(a) E(X) = np
(b) V(X) = npq
