当前课程知识点:微积分1(Calculus I) > Chapter 3 Applications of the Derivative > Monotonicity and Concavity > Monotonicity and Concavity
返回《微积分1(Calculus I)》慕课在线视频课程列表
Today we study the Calculus (I)
The topic is Monotonicity and Concavity
Now look at the question
How to determine
the monotonicity and concavity of some function
Our idea
is by the signs of the first derivative
and the second derivative of our function
Pay attention to the signs
What signs
Yes
the first derivative means f
the first prime
positive or negative
The second derivative may be positive
may be negative
means double prime
Now look at the definition
Let f be defined on an interval I
The I may be open interval
may be closed interval
and may be neither
We will say that Case 1
f is increasing function on I if
for every pair of number x1 and x2
If x1 less than x2
we can get
the corresponding two values less than too
At this time
the corresponding variables less than
values less than
means f is our increasing function
Case 2
f is decreasing on I if
for every pair of numbers x1 and x2
Corresponding
the two variables are less than
and the corresponding values
large than
f(x1) larger than f(x2)
At this time
f is decreasing function
Together
Case 3
f is strictly monotonic on the given interval I if
it is either increasing on I or decreasing on I
Remember increasing or decreasing
or strictly monotonic
Now look at the Theorem of Monotonicity
Theorem A
Let f be continuous function on an interval I
and differentiable at every interior point of I
Case 1
if f prime x is larger than 0
for all x interior to I
and then
f is increasing on I
Why
From the sign of the first derivative
f prime larger than 0
and f is increasing
Look at the figure
f corresponding prime large than 0
Look at Case 2
if f prime x less than 0
for all x interior to I
and then f is decreasing on I
From this figure
we can find
f prime less than 0
So remember prime larger than 0
means increasing
corresponding
f prime less than 0
corresponding decreasing function
Look at Definition of Concavity
Let f be differentiable
on an open interval I
We will say that f is concave up on I
if f prime is increasing on I
f prime
pay attention to not f
it is f prime increasing
at this time concave up
Corresponding
we will say that
f is concave down on I
if f prime is decreasing
means decreasing concave down
Try to understand the definition
Look at Theorem B
let f be twice differentiable on the open interval I
At this time
if f the second derivative
is larger than 0
for all x in I
and then f is concave up
f double prime larger than 0
corresponding concave up
Look at the figure
f prime is increasing
corresponding
double prime larger than 0
So from the Figure 1
try to understand the definition
In the similar way
we give another definition
f the second prime less than 0 for all x in I
And then
f is concave down on I
From the figure
we can find f prime x decreasing
corresponding double prime less than 0
So it is our
concave down and concave up
Larger than 0
concave up
less than 0
concave down
Try to use Theorem A and Theorem B
to do our Examples
Look at Example 1
If y equals e x power minus x minus 1
try to find
where f is increasing
means what numbers for x
f is increasing
and where f is decreasing
How to do
Try to find the corresponding first derivative signs
Now look at
the corresponding domain is
the real number system
means from minus infinity to positive infinity
y prime
y is given
corresponding prime
equals e x minus 1
What signs
Larger than 0 or less than 0
So we should know
on what values y prime equals 0
Because in this corresponding domain
y prime less than 0
y prime equals 0
means e 0 power minus 1 equals 0
So x less than 0
corresponding y prime less than 0
In the similar way
larger than 0
y prime larger than 0
So the function is
decreasing on minus infinity to 0
Pay attention to the 0
closed means our end point
Corresponding
increasing on
from 0 to positive infinity
Of course including the 0 point
Pay attention to
consider the signs of y prime
We will write the open interval
from minus infinity to 0
0 to positive infinity
Consider the sign of prime
If we give the conclusion
we should write
including the point
means closed point
So now look at Example 2
If f equals 2 x cube
minus 9 x square plus 12 x minus 3
try to find where f is increasing
and where it is decreasing
The similar idea
in Example 1
so try to find our domain
Yes it is a polynomial
So the domain is the real number system
means from minus infinity to positive infinity
f prime
f prime equals 6 x square minus 18 x plus 12
We can get the solution
f prime x write it in this form
6 time x minus 1
time x minus 2
By solving the equation
f prime x equals 0
We can get the two solutions
One point is 1
the other point is 2
Together from this
minus infinity to positive infinity
There are two special points
1 point and 2 point
In this corresponding domain
positive sign
This sign is minus
This sign is positive
So the domain is split
One two three
one two three
three domains
We can get the table
x between minus infinity to 1
and x between 1 and 2
x between the third domain
from 2 to positive infinity
We can get
the corresponding signs of f prime
Why
Because we have taken out
x equals 1
x equals 2
equals 0
Otherwise may be positive
may be negative
So we can get
the f prime signs
positive
negative and positive
If f prime is positive
according to our definition
corresponding
f increasing
corresponding decreasing
corresponding increasing
So we can get the following conclusion
The function is decreasing on
decreasing on this
In the open interval from 1 to 2
f prime negative
It is decreasing
Our solution is the function is
decreasing on closed
from 1 to 2
corresponding
increasing on minus infinity to 1
close the point
and 2 to positive infinity
close the 2 point
So now we look at Example 3
If y equals x cube
try to find where y is concave up
The new definition concave up
And where
it is concave down
concave down
Do you remember
definition concave up and concave down
Yes
f double prime
so now we know
the corresponding figure y equals x cube
Where
Yes in the red curve and blue curve
how to understand this
y is given
the first derivative
y prime equals 3 x square
y the second derivative equals 6 x
We consider y double prime
So
x less than 0
at this time
y double prime less than 0 too
So y is concave down on the corresponding domain
from minus infinity to 0
close the end point
Similarly
x is larger than 0
At this time
y double prime is larger than 0 too
So according to our definition
y is concave up
on the closed 0 to positive infinity
So pay attention to the point (0, 0)
it is the special point
The point (0, 0) is our
demarcation point from concaving up to concaving down
So we should consider this point
ok special point
So now we have our summary
The Monotonicity Theorem
let f be continuous on an interval I
and differentiable at every interior point of I
Case 1
f prime larger than 0 for all x
and then f is
Yes increasing on I
Corresponding
if f prime x less than 0 for all x
then x less than 0 means
f is decreasing on interval I
How about our Concavity Theorem
Let f be twice differentiable
on the open interval I
Twice means we can get
the second derivative of function f
Case 1
f the second derivative larger than 0
at this time
f is concave up on the given I
Corresponding
f the second derivative less than 0
f is concave down on I
Try to understand larger than 0
increasing
The first sign less than 0
decreasing
The second derivative
larger than 0 concave up
less than 0 concave down
Using the summary
try to finish our Question 1
Look at Question 1
If f(x) equals
double x cube minus 3 x square minus 12 x plus 7
find where f is increasing
and where it is decreasing
Do you remember the four steps
How to write it
Yes
f prime x equals this form
We try to find the points
f prime x equals 0
So we write it in this form
equals 6 time x minus 2 time x plus 1
d then we can find
the split points are minus 1 and 2
Corresponding domain
is split into 3 domains
First
from minus infinity to minus 1
Second
between minus 1 and 2
The third
from 2 to the positive infinity
We determine the signs
the corresponding different intervals
In this interval
the sign is positive
Between minus 1 and 2
negative
Another is positive
So we can make up the table
x between the 3 different intervals
f prime x
positive
negative
positive
According to our definition
we can determine
f(x) decreasing or increasing
f(x) increasing
decreasing
increasing
So we can get the corresponding conclusion
f(x) is increasing on
this interval and this interval
including the end points
means on minus infinity to minus 1
close the point
and from 2
include the point
to positive infinity
And f(x) is decreasing on minus 1 and 2
Now look at Question 2
If g(x) is given
try to find where g is increasing
and where g is decreasing
g prime x
try to get
Yes
g is u over v
u prime v minus u v prime over v square
So we can get corresponding g prime
It is our
the first derivative
From the denominator is positive at everywhere
ok
Determine the signs
we will consider the numerator
Numerator equals 0 means
corresponding split points are minus 1 and 1
And then we can get corresponding
this 3 corresponding intervals
minus 1 and 1
Determine the signs are negative
positive and negative
And then
we can get our conclusion
g(x) is increasing on closed interval minus 1 and 1
And then
g(x) is decreasing on
minus infinity to minus 1
and from 1 to positive infinity
So try to understand the question
The first step
get the g prime means the first derivative
Try to find the corresponding split points
How many split points
Maybe n
so the corresponding original interval
is divided into n plus 1 intervals
And then determine
which is our increasing interval
Which is our decreasing interval
Try to understand the question
So now class is over
See you next time
-Course Introduction
--Document
-Introduction to Limits
-Rigorous Study of Limits
--Document:Rigorous Study of Limits
-Limit Theorems
-Limits Involving Trigonometric Functions
--Limits Involving Trigonometric Function
--Document:Limits Involving Trigonometric Function
-Limits at Infinity, Infinite Limits
--Limits at Infinity, Infinite Limits
--Document:Limits at Infinity; Infinite Limits
-Continuity of Functions
--Document:Continuity of Functions
-Chapter Review
--Document: chapter 1 supplement
-Assignments for Chapter 1
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 1
--Discussion Topics of Chapter 1
-Homework and Answer of Chapter 1
-Homework 1
--Homework 1
-Two Problems with One Theme
-The Derivative
-Rules for Finding Derivatives
--Rules for Finding Derivatives
--Document: Rules for Finding Derivatives
--Supplement: Rulesfor Finding Derivatives
-Derivate of Trigonometric Functions
--Supplement: Derivatives of Trigonometric Functions
-The Chain Rule
-Higher-Order Derivative
--Document: Higher-Order Derivatives
--Supplement: Higher-Order Derivatives
-Implicit Differentiation
--Document: Implicit Differentiation
--Supplement: Implicit Differentiation
-Related Rates
-Differentials and Approximations
--Supplement: Differentials and Approximations
-Chapter Review
-Assignments for Chapter 2
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 2
--Discussion Topics of Chapter 2
-Homework and Answer of Chapter 2
-Homework 2
--Homework 2
-Maxima and Minima
--Supplement:Maxima and Minima
-Monotonicity and Concavity
--Document: Monotonicity and Concavity
--Supplement: Monotonicity and Concavity
-Local Extrema and Extrema on Open Intervals
--Local Extrema and Extrema on Open Intervals
--Document: Local Extrema and Extrema on Open Intervals
--Supplement: Local Extrema and Extrema on Open Intervals
-Practical Problems
--Document: Practical Problems
--Supplement: Practical Problems
-Graphing Functions Using Calculus
-The Mean Value Theorem for Derivatives
--The Mean Value Theorem for Derivatives
--Document: The Mean Value Therorem for Derivatives
--Supplement:The Mean Value Therorem for Derivatives
-Solving Equations Numerically
-Anti-derivatives
-Introduction to Differential Equations
-Chapter Review
--Supplement: Supplement for Chapter 3
-Assignments for Chapter 3
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 3
--Discussion Topics of Chapter 3
-Homework and Answer of Chapter 3
-Test 1
--Test 1
-Introduction to Area
--Supplement: Introduction to Area
-The Definite Integral
--Document: The Definite Integral
--Supplement: The Definite Integral
-The First Fundamental Theorem of Calculus
--The First Fundamental Theorem of Calculus
--Document: The First Fundamental Theorem of Calculus
--Supplement: The First Fundamental Theorem of Calculus
-The Second Fundamental Theorem of Calculus and the Method of Substitution
--The Second Fundamental Theorem of Calculus and the Method of Substitution
--Document: The Second Fundamental Theorem of Calculus and the Method of Substitution
--Supplement: The Second Fundamental Theorem of Calculus and the Method of Substitution
-The Mean Value Theorem for Integrals and the Use of Symmetry
--Supplement: The Mean Value Theorem for Integrals and the Use of Symmetry
-Numerical Integration
-Chapter Review
-Assignments for Chapter 4
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 4
--Discussion Topics of Chapter 4
-Homework and Answer of Chapter 4
-Homework 4
--Homework 4
-The Area of a plane region
--Document: The Area of a Plane Region
-Volumes of Solids: Slabs, Disks
--Volumes of Solids: Slabs, Disks
--Document: Volumes of Solids Disk Method
-Volumes of Solids of Revolution: Shells
--Volumes of Solids of Revolution: Shells
--Document: Volumes of Solids Shell Method
-Length of a plane curve
--Document: Length of a Plane Curve
-Work and Fluid Force
--此章节为自学模块
-Moments and Center of Mass
--此章节为自学模块
-Probability and Random Variables
--此章节为自学模块
-Chapter Review
--此章节为自学模块
-Assignments for Chapter 5
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 5
--Discussion Topics of Chapter 5
-Homework and Answer of Chapter 5
-Homework 5
--Homework 5
-The Natural Logarithm Function
--此章节为自学模块
-Inverse Functions
--此章节为自学模块
-The Natural Exponential Function
--此章节为自学模块
-General Exponential and Logarithm Function
--此章节为自学模块
-Exponential Growth and Decay
--此章节为自学模块
-First-Order Linear Differential Equations
--此章节为自学模块
-Approximations for Differential Equations
--此章节为自学模块
-The Inverse Trigonometric Functions and Their Derivatives
--此章节为自学模块
-The Hyperbolic Functions and Their Derivatives
--此章节为自学模块
-Chapter Review
--此章节为自学模块
-Basic Integration Rules
--Document: Basic Integration Rules
-Integration by parts
--Document: Integration by Parts
-Some Trigonometric Integrals
--Some Trigonometric Integrals
--Document: Some Trigonometric Integrals
-Rationalizing Substitutions
--Document: Rationalizing Substitutions
-Integration of Rational Functions Using Partial Fraction
--Integration of Rational Functions Using Partial Fraction
--Document: Integration of Rational Functions Using Partial Fractions
-Strategies for Integration
--此章节为自学模块
-Chapter Review
--此章节为自学模块
-Assignments for Chapter 7
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 7
--Discussion Topics of Chapter 7
-Homework and Answer of Chapter 7
-Homework 7
--Homework 7
-Indeterminate Forms of Type
--此章节为自学模块
-Other Indeterminate Forms
--此章节为自学模块
-Improper Integrals: Infinite Limits of Integration
--Improper Integrals: Infinite Limits of Integration
--"Improper Integrals Infinite Limits of Integration" Document
-Improper Integrals: Infinite Integrands
--Improper Integrals: Infinite Integrands
--"Improper Integrals Infinite Integrands" Document
-Chapter Review
--此章节为自学模块
-Assignments for Chapter 8
--Assignment 1
--Assignment 2
-Discussion Topics of Chapter 8
--Discussion Topics of Chapter 8
-Homework and Answer of Chapter 8
-Test 2
--Test 2