MindMap Gallery Advanced Mathematics Chapter 1 Limit
This is a mind map about limits in Chapter 1 of Advanced Mathematics, including functions, sequence limits, function limits, limit operation rules, etc.
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Functions, Limits and Continuity
function
Collections and variables
abbreviation for collection
The set of positive integers is denoted as N
The set of integers is denoted Z
The set of rational numbers is denoted Q
The set of real numbers is denoted R
The set of all complex numbers is denoted C
Area
The neighborhood is denoted as U(a, b) = (a-b, a b)
The centered neighborhood is recorded as U° (a, b) = (a-b, a) ∪ (a, a b)
The concept of mapping and functions
Mapping (understanding)
mapping
compound mapping
inverse mapping
summary
One person corresponds to one student number - single shot
If all are corresponding - surjection
Both injective and surjective—a one-to-one mapping
function
Common representations of functions
Absolute value function y=|x|
Rounding function y=[x]
Sign function y=
1,x>o
0,x=0
-1,x<0
Dirichlet function y=
1,x∈Q
0,x∈R-Q
Function properties
Boundedness
Suppose the domain of the function y=f(x) is D. If there is a positive number M, so that for any point x in a certain sub-interval of D, there is always |f(x)|<M (that is, -M<f( x)<M), then the function f(x) is said to be a bounded function on D, otherwise it is an unbounded function.
Whether a function is bounded or unbounded must indicate the interval considered, because the same function may be bounded on one interval but unbounded on another interval.
Only when there is both an upper bound and a lower bound can it be called bounded (the world is not unique)
Monotonicity
Parity
If f(-x)=f(x) is satisfied, it is an even function
If f(-x)=-f(x) is satisfied, it is an odd function
Judging parity after the four arithmetic operations of the parity function can be based on the four arithmetic operations of negative numbers.
cyclical
The Dirichlet function has no minimum positive period
Composite functions and inverse functions
Composite function
The essence of a composite function is to decompose a function into several simpler functions
Pay attention to the domain of the decomposed simple function and the original composite function
Inverse function
Assume A and B are sets of real numbers. The inverse mapping f -1→ of mapping f : A → B is called the inverse function of y = f (x), that is: if for each y∈B, there is a unique x∈A, Let y = f (x), then x is also a function of y, denoted as f -1, that is, x = f -1( y )
x = f -1( y ) is the inverse function of the function y = f ( x ); y = f ( x ) is the direct function of the inverse function x = f-1 ( y )
The inverse function is consistent with the monotonicity of the direct function (strictly monotonic increasing and decreasing)
Not all functions have inverse functions
There must be an inverse function for injective and one-to-one mapping
Basic operations of functions
elementary functions
Elementary functions are formed from basic elementary functions through finite-order four arithmetic operations and finite-order compounding, and the function can be expressed by an analytical expression
constant function
Power function
exponential function
Logarithmic function
Trigonometric functions
inverse trigonometric function
basic elementary functions
Commonly used functions in economics
Demand function - commonly understood as selling price
Cost function - the cost paid, usually the total cost
Revenue function - demand function ✖ supply function
Supply function - commonly understood as the quantity sold
Profit function - profit obtained
learn
Generally use substitution when solving problems
sequence limit
The definition of the limit of a sequence
For any ε>0, there exists N∈N+. When n>N, there is |Xn-a|<ε, which is called "N-ε language" (master the definition method to solve the problem)
Four steps for finding limits by definition method
limXn=a and the above are necessary and sufficient conditions
There is a limit - convergence
No limit - divergence
When n>N, there are at most N and a finite number of all Ans outside U(a,ε)
Properties of convergence functions
ultimate uniqueness
If the sequence converges, then its limit is unique
Boundedness of convergent sequences
Convergence must be bounded (all bounded)
Bounded does not necessarily mean convergence
Sign preservation property of convergent sequence
If lim(n→infinity)=a, a>0 (or a<0), then N>0 exists. When n>N, Xn>0 (or Xn<0).
It can be generally understood that if the limit value is greater than 0, then Xn after N are all greater than 0.
The relationship between a convergent sequence and its subsequences
If the sequence converges, then its subsequences must converge.
If both odd and even subsequences converge, then the sequence converges
A divergent sequence may also have convergent subsequences
Supplementary knowledge points
The original proposition is true, and the converse proposition is also true.
function limit
Definition of function limit
There is not much difference between the function limit and the sequence limit (the steps are the same when using the definition method to find the limit)
There is ε first and then x, and x is not unique
Note that there is a root sign when finding the limit. Determine its positive and negative and whether its left and right limits are equal.
Properties of function limits
The uniqueness of function limits
If a limit exists, then its limit must be unique
Local boundedness of function limits
If the limit exists, then in a certain decentered neighborhood of X0, the function is bounded
Local Sign Preservation of Function Limits
If the limit exists and A>0 (or A<0), then there is a certain decentered neighborhood of X0, and f(x)>0 (or A<0) exists in this decentered neighborhood.
The relationship between function limits and sequence limits
Also known as the reduction theorem and Heine's theorem, it is commonly understood that finding the limit of a function can be transformed into finding the limit of a sequence, and vice versa (here the exponential sequence is included in the function)
Infinity and infinitesimal
infinitesimal
definition
When writing infinitesimal quantities, pay attention to the changing trend of its independent variables.
Infinitely small is a variable with 0 as the limit. It is a function, not a number.
0 is the only constant that can be used as an infinitesimal quantity
The definition of infinitesimals also applies to the sequence of numbers
The relationship between limits and infinitesimal quantities
The necessary and sufficient condition for the function f(x) to take A as the limit is: f(x) can be expressed as the sum of A and an infinitesimal α
gigantic
Infinity is a variable and a function. A constant no matter how large it is cannot be used as an infinite quantity.
This also applies to infinite logarithmic sequences
When writing an infinite number, pay attention to the changing trend of its independent variables.
The limit of a function is equal to infinity. It is just a symbol. The essence is that the limit does not exist.
The horizontal asymptote is y=a, see if there is a limit y when x-->infinity.
The vertical asymptote is x=a, see if y is infinite when x->a.
The relationship between infinitesimal and infinite
If f(x) is infinite, then one-third of f(x) is infinitesimal
extreme algorithm
infinitesimal algorithm
Multiplication of finite infinitesimals is still infinitesimal
Bounded within a small range is called a bounded quantity
A bounded quantity multiplied by an infinitesimal quantity is still an infinitesimal quantity
The sum of a finite number of infinitesimals is still infinitesimal
Four extreme arithmetic rules
lim[f(x)±g(x)]=limf(x)±g(x)=A±B
lim[f(x)*g(x)]=limf(x)*g(x)=A*B
limf(x)/g(x)=limf(x)/limg(x)=A/B(B≠0)
lim[f(x)]nth power=[limf(x)]nth power
Several methods of finding limits
Use four arithmetic operations
direct substitution method
rationalize the numerator or denominator
Find the highest times
Utilize two important limit formulas
Equivalent to infinitesimal
approximation
common points
Limit existence criterion and two important limits
Limit Existence Criterion I (Pinch Theorem)
If the limit of a function that is smaller than it is equal to that of a function that is larger than it, then the limit of this function is also it (clamped in approximation)
Limit Existence Criterion II (Monotone Bounded Criterion)
A monotonic bounded sequence must have a limit
infinitesimal comparison
infinitesimal concept
Suppose α(x) and β(x) are two infinitesimal quantities of the same limit process
If limα(x)/β(x)=0, then α(x) is called the higher-order infinitesimal of β(x), recorded as α(x)=o(β(x))
If limα(x)/β(x)=infinite, then α(x) is called the lower-order infinitesimal of β(x), and is recorded as β(x)=o(α(x))
If limα(x)/β(x)=A, then α(x) is said to be infinitesimal of the same order as β(x), recorded as β(x)=O(α(x)) [it is equivalent when it is 1 infinitesimal
If in a certain limit process, α(x) is the same-order infinitesimal quantity of βk-th power (x) (k>0), then α(x) is said to be the k-order infinitesimal quantity of β(x).
Equivalent infinitesimal properties
In multiplication and division operations for finding limits, infinitesimal factors can be replaced by their equivalent infinitesimal quantities, but they should be used with caution in addition and subtraction operations.
Continuity of function
The concept of continuous functions
There are two elements to determine whether this point is continuous
The limit value at this point is equal to its function value
The left limit and the right limit at this point are equal
function break point
Discontinuities of the first kind
Discontinuity points can be removed (the limit value is not equal to the function value)
Jump discontinuity point (the left and right limits are not equal)
Same point
There are left and right limits
Type II discontinuities
no left or right limits
Operations of continuous functions and continuity of elementary functions
Four consecutive arithmetic operations
Assume that the functions f(x) and g(x) are both continuous at x0
f(x)±g(x) is continuous at point x0
f(x)*g(x) is continuous at point x0
f(x)/g(x) is continuous at point x0 (g(x)≠0)
Continuity of inverse and composite functions
The direct function is continuous, and the inverse function is also continuous.
The basic elementary function is continuous, and the composite function formed by its composition is also continuous.
Elementary function continuity
The basic elementary functions of its components are all continuous, so when finding the limit of an elementary function at a point within its definition interval, you only need the corresponding function value.
Properties of continuous functions on closed intervals
Maximum value theorem
If a function is continuous on a closed interval, then it obtains the maximum and minimum values on the closed interval
boundedness theorem
A continuous function on a closed interval must be a bounded function on the interval
zero point theorem
It is continuous on the closed interval [a,b], and f(a) and f(b) have different signs, then there is at least one point ξ(a<ξ<b) in the open interval (a,b), so that f( ξ)=0
Intermediate value theorem
Assume that the function f(x) is continuous on the closed interval [a,b], then on [a,b] it can take any value between its maximum value M and its minimum value m