MindMap Gallery Chapter 10 Infinite Series
Wu Zhongxiang’s course study notes, refer to the teacher’s course notes; very useful during final review ~ suitable for exam review!
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Chapter 10 Infinite Series
Confusing concepts
Parts and sequences, infinite series, bridges (limits)
The convergence of a series depends on whether the limit of partial sums exists (definition)
Commonly used series with known convergence and divergence properties (easy to forget)
p series
p≤1 diverge
p = 1 harmonic series
p>1 convergence
geometric series
q≥1 diverge
q<1 convergence
memory skills
Power series and Fourier series
computing skills
Orthogonality of systems of trigonometric functions
Functions with known power series expansions (must remember)
1/(1-x)、e^x、sinx
Same point
Complex quantity->Simple quantity superposition
difference
Application scope
Power series - numerical operations, analytical operations (derivatives and integrals)
Fourier series - the study of cyclically changing quantities
condition
Power series - f(x) is differentiable to any order
Fourier series - f(x) is continuous or has a finite number of discontinuities of the first kind
Power series (difficulty)
basic concept
definition
Sort by ascending power
Each term is a function of a power of x
convergence region
definition
All series convergence points
how to research
First find the convergence radius of the power series
Then study the convergence and divergence of the endpoints of the convergence interval
Abel's theorem
Point x0 converges, then all points within the symmetrical interval with the origin about point x0 converge absolutely.
Point x0 diverges, then all points outside the symmetrical interval about point x0 with the origin diverge
Possible cases of convergence
Convergence only at x=0
Convergent for any x∈(-∞, ∞)
Both convergence and divergence
Convergence radius
How to get it
Abel's theorem (coefficients of power series are not given)
Find the coefficients of the power series (note adding the absolute value)
Notice
Limit exists-->value of convergence radius
The value of the convergence radius--//cannot--->the left end limit exists
If the series is missing a term, the convergence radius R needs to take the root sign
inference
If the coefficients of two power series are the same, then their convergence regions are the same (convergence radius, convergence interval)
The convergence interval only considers the open interval, while the convergence domain needs to consider the endpoints of the convergence interval. Convergence interval
nature
properties of rational operations
analytical properties
premise
The sum function S(x) is within the convergence interval (-R, R)
nature
The sum function S(x) is continuous in this interval
The sum function S(x) is differentiable within this interval and can be differentiated item by item.
The sum function S(x) is integrable within this interval and can be integrated item by item.
The power series after term-by-term differentiation or term-by-term integration has the same convergence radius as the original power series.
The power series conditionally converges at point x=x0 -> this point must be an endpoint of the convergence interval of the power series
Power series expansion of functions
Research reasons
Power series and functions have good properties within their convergence region
Is it possible to expand a function into a power series?
research problem
Can it be expanded (is there a power series that can be equated with function f(x))
If it can be expanded, what is the formula for power series expansion (study first)
theorem
If f(x) can be expanded into a power series, then the power series can only be the Taylor series of f(x)
f(x)nth order Lagrangian remainder Rn(x)->0(n->∞)<->f(x) can be expanded into a Taylor series
Two methods
direct expansion method
Find the Taylor series expansion of f(x) at x=x0
Examine whether the n-order Lagrangian remainder = 0 (n->∞) is true
indirect expansion method
Using a function whose power series expansion is known, find the expansion of the given function
Taylor series and Taylor formula
Taylor formula
f(x) = sum of n terms Lagrangian remainder
Taylor series
infinite series
Remainder->0(n->∞), the sum of the first n terms of the infinite series converges to f(x) Explain that f(x) is the sum function corresponding to Taylor series (f(x) can be expanded into Taylor series)
Sum of power series
Derivatives term by term and integrals term by term based on existing formulas
Skill
Expand the power series you are looking for (write down a few to see), and compare the power series expansions of the existing sum functions
Compare with the existing formula to make up the existing formula (match the number)
Fourier series
important concepts
Fourier coefficients, Fourier series
Sine series, cosine series
Expansion of functions with period 2l (memory)
cycle extension
Fourier expansion
premise
Perform Fourier series expansion on the function f(x) with period 2l defined on any interval
For the convenience of research, generally only the interval [-l, l] that is symmetrical about the origin and has a length of 2l is taken for research, and the corresponding conclusions can be obtained based on the periodic continuation of the remaining intervals.
Expand steps
1. Calculate the coefficients and write the Fourier series F(x)
2. Determine the domain of f(x)=F(x) according to the convergence theorem
continuous points
F(x) = f(x)
discontinuity
F(x) = 1/2[f(x-0) f(x 0)] (point inside the interval)
F(x) = 1/2[f(a 0) f(b-0)](endpoint of interval [a,b])
Dirichlet Convergence Theorem
Convergence conditions
f(x) is continuous or has a finite number of discontinuities of the first kind
f(x) has at most a limited number of extreme points (does not oscillate infinitely)
Convergence value of Fourier series (sum function value)
continuous points
F(x) = f(x)
discontinuity
F(x) = 1/2[f(x-0) f(x 0)]
Interval (one period) endpoint
Expand to sine or cosine on [0,pi]
I. Calculate coefficients and write Fourier series
step
1. Make an odd or even continuation of the function f(x)
2. Expand the extended function into a Fourier series --> sine series/cosine series
3. Limit x to [0,pi], at this time F(x) is always equal to f(x)
How to do the questions
complete in one step
Expand to sine (odd function expansion method)
Expand to cosine (even function expansion method)
Limit x to [0,pi], at this time F(x) is always equal to f(x)
II. Determine the convergence value of Fourier series according to the convergence theorem (used for extended functions)
constant term series
The concept of series
sum of infinite numbers
Research methods (limited limit)
Partial sums of infinite series (finite)
Limits of Parts and Sequences (Limits)
Research Questions (Limits of Parts and Sequences)
Existence (core)
Convergence and divergence of infinite series
If present, value
sum of infinite series
core bridge
Study infinite series using limits of parts and sequences
properties of series
basic properties
Not ±existence = no; not±not = not necessarily (limited rational arithmetic rule)
Convergent series add parentheses and still converge and the sum remains unchanged (sequence limit and partial sequence limit)
(Necessary condition for series convergence) Series convergence-->series general formula un=0(n->∞)
Remove, add or change finite terms of the series -> does not affect the convergence of the series but changes the sum of the series
Pay attention to the negative proposition
Absolute convergence
Absolute value series converges--must->original series converges
Conditional convergence
The original series converges but the absolute value series does not.
in conclusion
The series composed of all positive terms (or negative terms) that converge conditionally must diverge
Supplementary conclusion P100 Example 4
convergence criteria for series
Same number series
Negative term series (proposing that the sign becomes a positive term)
positive series
Fundamental theorem
Series Convergence<-->Bounded on Partial and {Sn} Sequences
convergence method
Ratio method and root value method
General characteristics (Big Three)
Convenient but narrow scope of application
Comparative discrimination method and comparative method limit form
General characteristics
Wide range of application but inconvenient (need to find other series Vn)
Handling skills
Quick judgment (infinite number) for << power << refers to << factorial << power refers to
Commonly used series with known convergence properties
p series
geometric series
Sign change series
staggered series
Positive and negative terms appear alternately
Leibniz's criterion (sufficient conditions but not necessary conditions)
Arbitrary term series
There are both positive and negative terms (both infinite terms)
Convergence and divergence judgment method
1. absolute value series
2. Definition and properties