Newton's Backward Interpolation explained with example. History of interpolation along with it's advantages and disadvantages. Applications of interpolation in computer sciences.
Newton's Backward Interpolation explained with example. History of interpolation along with it's advantages and disadvantages. Applications of interpolation in computer sciences.
Integration is a part of Calculus.
This is just a short presentation on Integration.
It may help you out to complete your academic presentation.
Thank You
Drilling economics drilling engineeringSafen D Taha
presentation about the drilling economics. in this presentation we talked about drilling cost prediction , cost specification , authorization for expenditure , drilling optimization and drilling cost equation.
Heath and safety at work - petroleum engineering
Overview:
What is Health and Safety?
Some Important Definitions.
Important Aims of Health and Safety.
Health and Safety Responsibility.
Fluid Dynamics (Continuity Equation - Bernoulli Equation - head loss - Appli...Safen D Taha
Outline:
-Continuity Equation
-Types of flow rate
-Bernoulli Equation
-Applications of Bernoulli principle
-Bernoulli equation and head loss
-Properties of ideal and real fluid
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
2. 2
1.Integration ……………………………………………………… 3
2.Integration Rules
Examples ……………………………………………………… 3-9
3.Integration by Parts
Examples ……………………………………………………… 10-14
4.Integration by Substitution
Examples ……………………………………………………… 15-18
5.Reference ……………………………………………………… 19
Subject Page
3. 3
Integration
Integration can be used to find areas, volumes, central
points and many useful things. But it is often used to find
the area underneath the graph of a function like this:
Integration Rules
Rules Function Integral
Constant ∫a dx ax + C
Power Rule (n≠-1) ∫xn
dx Xn+1
/n+1 + C
Reciprocal ∫(1/x) dx ln|x| + C
Exponential ∫ex
dx ex
+ C
∫eg(x)
dx
1
𝑔′(𝑥)
eg(x)
+C
∫ax
dx ax
/ln(a) + C
∫ 𝑓′(𝑥)
𝑓(𝑥)
dx ln (f(x)) + C
Multiplication by constant ∫cf(x) dx c∫f(x) dx
Sum Rule ∫(f + g) dx ∫f dx + ∫g dx
Difference Rule ∫(f - g) dx ∫f dx - ∫g dx
4. 4
Examples:
Example 1: What is ∫x3
dx ?
The question is asking "what is the integral of x3
?"
We can use the Power Rule, where n=3:
∫xn
dx = xn+1
/n+1 + C
∫x3
dx = x4
/4 + C
Example 2: What is ∫√x dx ?
√x is also x0.5
We can use the Power Rule, where n=½:
∫xn
dx = xn+1
/n+1 + C
∫x0.5
dx = x1.5
/1.5 + C
Example 3: What is ∫e3x
dx ?
=
1
3
e3x
+ C
5. 5
Example 4: What is ∫6x2
dx ?
We can move the 6 outside the integral:
∫6x2
dx = 6∫x2
dx
And now use the Power Rule on x2
:
= 6 x3
/3 + C
Simplify:
= 2x3
+ C
Example 5: What is ∫2x4
3x5
dx ?
=∫2x4
dx +∫3x5
dx
= 2∫ x4
dx + 3∫ x5
dx
=
2x5
5
+
𝑥6
2
+ 𝑐
Example 6: What is ∫8z + 4z3
− 6z2
dz ?
Use the Sum and Difference Rule:
∫8z + 4z3
− 6z2
dz =∫8z dz + ∫4z3
dz − ∫6z2
dz
Constant Multiplication:
= 8∫z dz + 4∫z3
dz − 6∫z2
dz
Power Rule:
= 8z2
/2 + 4z4
/4 − 6z3
/3 + C
Simplify:
= 4z2
+ z4
− 2z3
+ C
6. 6
Example 7: What is ∫
5
3+5𝑥
dx ?
The derivative of the denominator is 5 which is the same as the numerator, hence
= ln (3 + 5x) + C
Example 8: What is ∫
𝑥
1+𝑥2
dx ?
The derivative of the denominator is 2x. This is not the same as the numerator but we can make
it the same by re-writing the function
𝑥
1+𝑥2
as
1
2
∗
2𝑥
1+𝑥2
, therefore
∫ (
𝑥
1+𝑥2
) dx =
1
2
∫
2𝑥
1+𝑥2
dx
=
1
2
ln (1 + x2) + C
7. 7
Function Integral
∫ln(x) dx x ln(x) − x + C
∫cos(x) dx sin(x) + C
∫cos(gx) dx
1
𝑔′(𝑥)
Sin( 𝑔𝑥)+ C
∫sin(x) dx -cos(x) + C
∫sin(gx) dx
−1
𝑔′(𝑥)
Cos( 𝑔𝑥) + C
∫1/cos2
(x) dx
∫1+tan2
(x) dx
Tan(x) + C
∫sec2
(x) dx tan(x) + C
∫tan(x) dx -ln|cos(x)| + C
∫csc2
(x) dx -cot(x) + C
∫cot(x) dx ln|sin(x)| + C
∫sec(x) dx ln|sec(x)+tan(x)| + C
∫csc(x) dx -ln|csc(x)+cot(x)| + C
∫sec(x)tan(x) dx Sec(x) + C
8. 8
Examples
Example 1: What is ∫cos (3x2
) dx ?
=
1
6
Sin(3x2) + C
Example 2: What is ∫ sin(- 5x) dx?
=
1
5
Cos(−5x) + C
Example 3: What is ∫cos x + x dx ?
Use the Sum Rule:
∫cos x + x dx = ∫cos x dx + ∫x dx
Work out the integral of each (using table above):
= sin x + x2
/2 + C
Example 4: What is ∫5cos3x3e7x
dx ?
∫5cos3xdx - ∫3e7x
dx
5∫cos3xdx - 3∫ e7x
dx
=
5
3
sin(3𝑥) −
3
7
e7x
9. 9
Example 5: What is ∫
cos 2𝑥
sin2 𝑥 cos2 𝑥
dx ?
=∫cos2 𝑥−sin2 𝑥
sin2 𝑥 cos2 𝑥
𝑑𝑥
=∫
cos2 𝑥
sin2 𝑥 cos2 𝑥
−
sin2 𝑥
sin2 𝑥 cos2 𝑥
)𝑑𝑥
=∫(
1
sin2 𝑥
−
1
cos2 𝑥
) 𝑑𝑥
=∫
dx
sin2 𝑥
− ∫
dx
cos2 𝑥
= - cot(x) – tan(x) + C
Example 6: What is ∫sec x(cos x + tan x dx ?
=∫(sec x cos x + sec x tan x) dx
=∫(1 + sec x tan x) dx
= x + sec x + C
10. 10
Integration by Parts
Integration by Parts is a special method of integration that is often useful when
two functions are multiplied together, but is also helpful in other ways.
∫u v dx = u∫v dx −∫u' (∫v dx) dx
u is the function u(x)
v is the function v(x)
As a diagram:
11. 11
Examples
Example 1: What is ∫x cos(x) dx ?
OK, we have x multiplied by cos(x), so integration by parts is a good choice.
First choose which functions for u and v:
u = x
v = cos(x)
So now it is in the format ∫u v
dx we can proceed:
Differentiate u: u' = x' = 1
Integrate v: ∫v dx = ∫cos(x) dx = sin(x)
Now we can put it together:
Simplify and solve: x sin(x) − ∫sin(x) dx
x sin(x) + cos(x) + C
Example 2: What is ∫ln(x)/x2
dx ?
First choose u and v:
u = ln(x)
v = 1/x2
Differentiate u: ln(x)' = 1/x
Integrate v: ∫1/x2
dx = ∫x-2
dx = −x-1
= -1/x
Now put it together:
Simplify:
−ln(x)/x − ∫−1/x2
dx
= −ln(x)/x − 1/x + C
=− (ln(x) + 1)/x + C
12. 12
Example 3: What is ∫ln(x) dx ?
But there is only one function! How do we choose u and v ?
Hey! We can just choose v as being "1":
u = ln(x)
v = 1
Differentiate u: ln(x)' = 1/x
Integrate v: ∫1 dx = x
Now put it together:
Simplify:
x ln(x) − ∫1 dx = x ln(x) − x + C
13. 13
Example 4: What is ∫ex
x dx ?
Choose u and v:
u = ex
v = x
Differentiate u: (ex
)' = ex
Integrate v: ∫x dx = x2
/2
Now put it together:
Well, that was a spectacular disaster! It just got more complicated.
Maybe we could choose a different u and v?
Example 5: ∫ex
x dx (continued)
Choose u and v differently:
u = x
v = ex
Differentiate u: (x)' = 1
Integrate v: ∫ex
dx = ex
Now put it together:
Simplify:
x ex
− ex
+ C
ex
(x−1) + C
14. 14
Example 6: ∫ex
sin(x) dx
Choose u and v:
u = sin(x)
v = ex
Differentiate u: sin(x)' = cos(x)
Integrate v: ∫ex
dx = ex
Now put it together:
∫ex
sin(x) dx = sin(x) ex
-∫cos(x) ex
dx
Looks worse, but let us persist! We can use integration by parts again:
Choose u and v:
u = cos(x)
v = ex
Differentiate u: cos(x)' = -sin(x)
Integrate v: ∫ex
dx = ex
Now put it together:
∫ex
sin(x) dx = sin(x) ex
- (cos(x) ex
−∫−sin(x) ex
dx)
Simplify:
∫ex
sin(x) dx = ex
sin(x) - ex
cos(x) −∫ ex
sin(x)dx
Now we have the same integral on both sides (except one is subtracted) ...
... so bring the right hand one over to the left and we get:
2∫ex
sin(x) dx = ex
sin(x) − ex
cos(x)
Simplify:
∫ex
sin(x) dx = ex
(sin(x) - cos(x)) / 2 + C
15. 15
Integration by Substitution
Integration by Substitution" (also called "u-Substitution" or "The Reverse Chain
Rule") is a method to find an integral, but only when it can be set up in a special
way.
Note that we have g(x) and its derivative g'(x)
Like in this example:
Here f=cos, and we have g=x2
and its derivative 2x
This integral is good to go!
When our integral is set up like that, we can do this substitution:
Then we can integrate f(u), and finish by putting g(x) back as u.
Like this:
16. 16
Examples
Example 1: ∫cos(x2
) 2x dx
We know (from above) that it is in the right form to do the substitution:
Now integrate:
∫cos(u) du = sin(u) + C
And finally put u=x2 back again:
sin(x2
) + C
So ∫cos(x2) 2x dx = sin(x2) + C
That worked out really nicely! (Well, I knew it would.)
But this method only works on some integrals of course, and it may need rearranging:
Example 2: ∫cos(x2
) 6x dx
Oh no! It is 6x, not 2x like before. Our perfect setup is gone.
Never fear! Just rearrange the integral like this:
∫cos(x2
) 6x dx = 3∫cos(x2
) 2x dx
(We can pull constant multipliers outside the integration, see Rules of Integration .)
Then go ahead as before:
3∫cos(u) du = 3 sin(u) + C
Now put u=x2
back again:
3 sin(x2
) + C
Done!
17. 17
Example 3: ∫x/(x2
+1) dx
Let me see ... the derivative of x2
+1 is 2x ... so how about we rearrange it like this:
∫x/(x2
+1) dx = ½∫2x/(x2
+1) dx
Then we have:
Then integrate:
½∫1/u du = ½ ln(u) + C
Now put u=x2
+1 back again:
½ ln(x2
+1) + C
Example 4: ∫(x+1)3
dx
Let me see ... the derivative of x+1 is ... well it is simply 1.
So we can have this:
∫(x+1)3
dx = ∫(x+1)3
· 1 dx
Then we have:
Then integrate:
∫u3
du = (u4
)/4 + C
Now put u=x+1 back again:
(x+1)4
/4 + C
18. 18
Example 5: ∫(5x+2)7
dx
If it was in THIS form we could do it:
∫(5x+2)7
/5 dx
So let's make it so by doing this:
1/5 ∫(5x+2)7
/5 dx
The 1/5 and 5 cancel out so all is fine.
And now we can have u=5x+2
And then integrate:
1/5 ∫u7
du = 1/5 u8
/8 + C
Now put u=5x+2 back again, and simplify:
(5x+2)8
/ 40 + C
Example 6: ∫−𝟐𝒙√ 𝟖 − 𝒙2 dx
-2x = -2x
∫−2𝑥√8 − 𝑥2 dx =
(8−𝑥2)3/2
3
2
=
2
3
(8 − 𝑥2)√8 − 𝑥2 + C
19. 19
Reference:
https://www.mathsisfun.com/calculus/integration-rules.html
DIFFERENTIAL AND INTEGRAL CALCULUS (WITH EXAMPLES AND
APPLICATIONS) BY GEORGE A. OSBORNE, S.B.
http://ncert.nic.in/ncerts/l/lemh201.pdf
Integral Calculus – Exercises
http://www.buders.com/UNIVERSITE/Universite_Dersleri/Math101/Arsi
v/integral_sorulari_ve_cozumleri.pdf
Calculas - by Gilbert Strang
Guide to Integration Mathematics 101 - Mark MacLean and Andrew
Rechnitzer