- •Lecture 1.
- •§1. Determinants and their properties
- •Is the minor of .
- •§2. Matrices and operations on them. Inverse matrix
- •Definition 4. (Definition of a matrix)
- •§3. Systems of linear equations
- •Vector Addition and Multiplication of a vector by a scalar
- •2 The inner, vector and mixed product of vectors
- •Inner Product and its Properties
- •Lecture 2.
- •Vectors. The elementary operations over vectors. The scalar, vector and mixed product of vectors.
- •§1. The elementary operations over vectors
- •Vector Product and its Properties
- •The vector product in coordinates. Consider vectors
- •Triple Product in Coordinates. Given three vectors , , and , let us express the triple product of these vectors in terms of their coordinates. Consider the triple product
- •The simplest problem of analytic geometry
- •Division of an interval in a given ratio. Suppose given an interval м1м2. Let us find the coordinates a of point м on the interval for which .
- •3. Second-Order Curves in the Plane Ellipse
- •Parabola
- •Lecture 4 Function. The function limit. Fundamental theorems on limits. Infinitely small and infinitely large quantities
- •1. Functions
- •2. The Theory of Limits
- •Infinitesimals and bounded functions.
- •3. Fundamental Theorems on Limits
- •4. Continuity of Functions
- •Lecture 5 The derivative of the function. Geometric and mechanical meaning of derivative. Table of derivatives. The differential of a function
- •1. The derivative of a function
- •Implicit Function Derivative
- •2. Differential of a function
- •3. Higher Derivatives
- •1. Properties of differentiable functions
- •L’Hospital’s Rule for Form
- •L’Hospital’s Rule for Form
- •Taylor’s formula
- •2. Monotonic conditions. Extremum of function
- •3. Convexity and concavity. Point of inflection
- •4. Asymptotes
- •5. General Scheme for the Investigation of the Graph of a Function
- •1. Concept of functions of several variables
- •2. Partial derivatives. Total differential
- •3. Differentiation of composite and implicit functions. Tangent and surface normal
- •Implicit function of two variables
- •4. Partial derivatives and higher order differentials
- •5. Extrema of functions of two variables
- •Lecture 8 Antiderivative. Indefinite integral and its properties. Table of integrals. Main methods of integration
- •1. Antiderivative and indefinite integral
- •2. Main methods of integration
- •Integration by substitution ( or change of variable )
- •Integration by parts
- •3. Integration of fractional rational functions
- •I. Integrating Proper Rational Functions
- •II. Integrating Improper Rational Functions
- •4. Integration of irrational functions
- •5. Integration of trigonometric functions
- •1. Concept of definite integral
- •2. Main properties of definite integrals
- •Integration by substitution
- •Integration by Parts
- •3. Applications of definite integrals
- •The areas of plane figures
- •Lecture 11 Differential equations of the first and second order. Homogeneous and non-homogeneous linear differential equations. Linear differential equations with constant coefficients
- •1. Problems that lead to differential equations
- •2. Equations with separable variables
- •3. Bernoulli’s equation
- •4. The equations that allow lower-order
- •5. Homogeneous equation
- •1. Numerical series
- •6. Types of series:
- •2. The convergence of the sum of the series
- •Integral
- •3. Alternating series
- •4. Power series
- •Main concept. Definition of probability
- •2. Properties of probability
- •Lecture 15. Elements of Mathematical Statistics. Random variables, their types. Distribution laws of random variables
- •1. Random variables, their types
- •2. Distribution laws of random variables
Triple Product in Coordinates. Given three vectors , , and , let us express the triple product of these vectors in terms of their coordinates. Consider the triple product
.
The vector product equals
.
Taking its inner product with , we obtain
;
this is a third – order determinant expanded along the last line, i.e.,
.
Thus, the triple product of three vectors equals the third – order determinant of the composed of the coordinates of these vectors.
LECTURE 3
The simplest problem of analytic geometry. The equation of the line in the plane. The curves of the second order. Canonical equation of second order curves. Economic interpretation of the curves of the second order
The simplest problem of analytic geometry
C
a2
onsider
the Cartesian
rectangular coordinate system in the
plane. Taking the projection of any point М1
on the x
and y
coordinate
we obtain two numbers x=a1
and y=b1.
Take two numbers a2
and b2
plot a2
on the x-axis
and b2
on the y-axis
. Having drawn two straight lines
parallel to the coordinate axes through these points we find obtain a
point M2
in their intersection.
y
M2(a2;b2)
M1(a1;b1)
b2
x
0
a1
|
Thus, there is a one–to–one correspondence between points in the plane and pairs of numbers. |
Analytic geometry (all of its statements, theorems, and formulas) can be constructed on the basis elementary school mathematics. But we use tools of vector algebra in derivations and proofs.
The distance between two points. Let us find the distance between two points М1 and М2 in the plane.
y
d M2(x2;,y2)
M1(x1;y1)
0 x
Compose the vector
.
The length of this vector is defined by
.
This is the distance between the two given points.
Division of an interval in a given ratio. Suppose given an interval м1м2. Let us find the coordinates a of point м on the interval for which .
Compose the vectors
and
.
y
M2(x2,y2)
M(x,y)
M1(x1,y1)
0 x
It is known from vector algebra that the condition for two vectors to be collinear is the proportionality of their respective coordinates:
.
From the first fraction we obtain
;
;
.
This gives the x coordinate; y is found in a similar way:
;
.
To obtain a formula for the midpoint of the interval, we take =1:
;
.
2. Straight Lines in the Plane
The equation of a straight line with a slope.
Given a straight line, we denote the angle between this line and the x–axis by and the interval cut out by the line on the x-axis by b.
у
М(х;у)
y-b
B
b
N
0 x
Definition 1. The slope tangent of the angle between a straight line and the x–axis is called the slope of the line and denoted by
k=tan.
Suppose that k is the slope of a line and b is its y–intercept. Let us write an equation of this line.
Take a point M(x;y)
and consider the triangle BMN
, where
for any point М
of the straight line under consideration. We obtain
,
where
and
,
whence
.
Thus, the equation of a straight line with a slope has the form
.
The equation of a straight line with given slope passing through a given point. Suppose that a straight line passes through a point М0(x0,y0) and has slope k.
By analogy with the equation of a straight line
with a slope consider the triangle М0MN;
we have
for any point М on the under
consideration or
.
Thus, the required equation is
y – y0 = k(x–x0).
The equation of a straight line passing through two points. Suppose that a straight line passes through two points М1(х1;у1) and М2(х2;у2).
Take a point M(x,y) on the line and consider the vectors
and
.
These two vectors
и
lie on the same straight line and are collinear.
The collinearity condition is the proportionality of the perspective coordinates, i.e.,
This is the equation of a straight line passing through the two given points.
The general equation of a straight line and its analysis.
Definition 2. A first–order equation in variables x and y determines a straight line in the plane.
The
general equation has the form
,
where А and В are called the coefficients of the variables.
1.
If
the free term is С=0,
then the equation has the form
.
Since х=0 and y=0 satisfy this equation, it follows that the straight line passes through the origin.
2. If the coefficient of х is А=0, then the equation has the form
or
,
i.e., the line is parallel to the x–axis.
3. If the coefficient of y is B=0, then the equation has the form
,
and the line is parallel to the y–axis.
4. If А=С=0, then the line В у=0, (or у=0) coincides with the x–axis.
5. If В=С=0, then the line А х=0, (or х=0) coincides with the y–axis.
The
angle between two straight lines. Parallel and perpendicular lines.
Suppose
given two straight lines with slopes
and
.
It
is seen from the figure that the angle between the lines equals
=2–1.
Using the formula for the tangent of the difference between two
angels, we obtain
.
Replacing the tangents by the slopes k1 and k2, we obtain the following formula for the tangent of the angle between two straight lines:
.
(1)
(*) Suppose that the right lines are parallel,
i.e., the angle between them is
;
substituting it into formula (1), we obtain
.
This fraction vanishes, if k2–k1=0.
Thus, two straight lines are parallel if and only if their slopes are equal:
k2=k1.
(**) Suppose that two straight lines are
perpendicular; then the angle between them is
.
Substituting it in (1), we obtain
.
This fraction equals infinity when the denominator vanishes:
.
Consequently, the condition for two straight lines to be perpendicular is
.
The mutual arrangement of two straight lines. Given equations of two straight lines
and
.
Determine conditions on the coefficient, for these right lines to intersect, be parallel, or coincide.
1. To determine the mutual arrangement of lines, we must analyze the system of equations
If the lines intersect, then this system has a unique solution, and its principal determinant is nonzero:
;
;
.
Thus, if the straight lines intersect, then the coefficients must not be proportional.
2. Suppose that the straight lines are parallel, i.e., they have no common points, and the system of equations has no solution; then the principal determinant vanishes, and the auxiliary determinants are nonzero:
;
;
;
;
;
;
;
.
This is the parallelis condition.
3. When the straight lines coincide, i.e., have many common points, the system of equations has infinitely many solutions. In this case, the auxiliary and principal determinants are zero:
;
;
.
This is the condition for straight lines to coincide.
Distance d from the point M0(x0,y0)
to the line
is the length of the perpendicular from this point on the line.
The distance d is defined by:
.
