Introduction to Integration Part 1: Anti-Differentiation

Save this PDF as:

Size: px
Start display at page:

Transcription

1 Mathematics Learning Centre Introuction to Integration Part : Anti-Differentiation Mary Barnes c 999 University of Syney

2 Contents For Reference. Table of erivatives New notation Introuction 2 2. How to use this book Objectives Assume knowlege Test yourself Solutions to Test yourself Definition of the Integral as an Anti-Derivative 5 4 Some Rules for Calculating Integrals 7 5 Integrating Powers of an Other Elementary Functions 9 6 Things You Can t Do With Integrals 3 7 Using the Chain Rule in Reverse 5 8 Applications 2

3 Mathematics Learning Centre, University of Syney For Reference. Table of erivatives Function (f()) Derivative ( f () i.e. (f())) n n n (n any real number) e e ln ( >0) sin cos tan cot sec csc sin tan cos sin sec 2 csc 2 sec tan csc cot ( 2 ) + 2 ( < ).2 New notation Symbol f() Meaning The inefinite integral of f() with respect to i.e. a function whose erivative is f(). Note that... acts like a pair of brackets aroun the function. Just as a left-han bracket has no meaning unless it is followe by a closing right-han bracket, the integral sign cannot stan by itself, but nees tocomplete it. The integral sign tells us what operation to perform an the tells us that the variable with respect to which we are integrating is. New terms Anti-erivative Primitive function Inefinite integral Meaning These are all ifferent ways of saying a function whose erivative is...

4 Mathematics Learning Centre, University of Syney 2 2 Introuction This booklet is intene for stuents who have never one integration before, or who have one it before, but so long ago that they feel they have forgotten it all. Integration is use in ealing with two essentially ifferent types of problems: The first type are problems in which the erivative of a function, or its rate of change, or the slope of its graph, is known an we want to fin the function. We are therefore require to reverse the process of ifferentiation. This reverse process is known as antfferentiation, orfining a primitive function, orfining an inefinite integral. The secon type are problems which involve aing up a very large number of very small quantities, (an then taking a limit as the size of the quantities approaches zero while the number of terms tens to infinity). This process leas to the efinition of the efinite integral. Definite integrals are use for fining area, volume, centre of gravity, moment of inertia, work one by a force, an in many other applications. This unit will eal only with problems of the first type, i.e. with inefinite integrals. The secon type of problem is ealt with in Introuction to Integration Part 2 - The Definite Integral. 2. How to use this book You will not gain much by just reaing this booklet. Have pencil an paper reay to work through the eamples before reaing their solutions. Do all the eercises. It is important that you try har to complete the eercises on your own, rather than refer to the solutions as soon as you are stuck. If you have one integration before, an want to revise it, you shoul skim through the tet an then o the eercises for practice. If you have any ifficulties with the eercises, go back an stuy the tet in more etail. 2.2 Objectives By the time you have worke through this unit, you shoul: Be familiar with the efinition of an inefinite integral as the result of reversing the process of ifferentiation. Unerstan how rules for integration are worke out using the rules for ifferentiation (in reverse). Be able to fin inefinite integrals of sums, ifferences an constant multiples of certain elementary functions. Be able to use the chain rule (in reverse) to fin inefinite integrals of certain epressions involving composite functions. Be able to apply these techniques to problems in which the rate of change of a function is known an the function has to be foun.

5 Mathematics Learning Centre, University of Syney Assume knowlege We assume that you are familiar with the following elementary functions: polynomials, powers of, an the trigonometric, eponential an natural logarithm functions, an are able to ifferentiate these. We also assume that you can recognise composite functions an are familiar with the chain rule for ifferentiating them. In aition you will nee to know some simple trigonometric ientities: those base on the efinitions of tan, cot, sec an csc an those base on Pythagoras Theorem. These are covere in sections of the Mathematics Learning Centre booklet Trigonometric Ientities. Other trigonometric ientities are not neee for this booklet, but will be neee in any course on integration, so if you are preparing for a course on integration you shoul work through the whole of Trigonometric Ientities as well as this booklet. Finally, knowlege of the inverse trigonometric functions, sin, cos, an tan an their erivatives woul be a help, but is not essential. 2.4 Test yourself To check how well you remember all the things we will be assuming, try the following questions, an check your answers against those on the net page.. Fin the erivatives of the following functions: i 0 i iv Fin f () for each of the functions f() given: i i iv f() =e f() =ln() f() =cos + sin f() =cot 3. Fin erivatives of: i (2 +) 2 sin 3 i e 2 iv 2 3 v cos( 3 ) vi ln(sin )

6 Mathematics Learning Centre, University of Syney 4 4. Simplify the following epressions: i tan csc sec 2 *5. Fin the erivatives of: i sin tan *Omit this question if you have not stuie inverse trigonometric functions. 2.5 Solutions to Test yourself. i (0 )=0 9 i iv ( )= ( 2 )= 2 2 = 2 ( )= ( )=( ) 2 = 2 (53 3 )= ( 2) 3 = i f () =e i iv f () = f () = sin + cos f () = csc 2 3. i +)2 = 2(2 +) 2=24(2 +) (sin 3) =cos 3 3=3cos3 i iv v vi (e2 )=e 2 2 =2e 2 ( )= 2 3 ((2 3) )=( )( 2 3) 2 2 = (cos(3 )) = sin( 3 ) 3 2 = 3 2 sin( 3 ) (ln(sin )) = cos = cot sin 4. i tan csc = sin = = sec cos sin cos Since sec 2 =+tan 2, sec 2 = tan 2 *5. i (sin )= 2 (tan )= ( 2 3) 2 If you ha ifficulty with many of these questions it may be better for you to revise ifferentiation an trig ientities before going on with this booklet.

7 Mathematics Learning Centre, University of Syney 5 3 Definition of the Integral as an Anti-Derivative If (F ()) = f() then f() = F (). In wors, If the erivative of F () isf(), then we say that an inefinite integral of f() with respect to is F (). For eample, since the erivative (with respect to ) of 2 is 2, wecan say that an inefinite integral of 2 is 2. In symbols: (2 )=2, so 2 = 2. Note that we say an inefinite integral, not the inefinite integral. This is because the inefinite integral is not unique. In our eample, notice that the erivative of 2 +3is also 2, so 2 +3is another inefinite integral of 2. In fact, if c is any constant, the erivative of 2 + c is 2 an so 2 + c is an inefinite integral of 2. We epress this in symbols by writing 2 = 2 + c where c is what we call an arbitrary constant. This means that c has no specifie value, but can be given any value we like in a particular problem. In this way we encapsulate all possible solutions to the problem of fining an inefinite integral of 2 in a single epression. In most cases, if you are aske to fin an inefinite integral of a function, it is not necessary to a the +c. However, there are cases in which it is essential. For eample, if aitional information is given an a specific function has to be foun, or if the general solution of a ifferential equation is sought. (You will learn about these later.) So it is a goo iea to get into the habit of aing the arbitrary constant every time, so that when it is really neee you on t forget it. The inverse relationship between ifferentiation an integration means that, for every statement about ifferentiation, we can write own a corresponing statement about integration. For eample, (4 )=4 3, so 4 3 = 4 + c.

8 Mathematics Learning Centre, University of Syney 6 Eercises 3. Complete the following statements: (i) (sin ) = cos, so cos = sin + c. () (5 ) =, so = (i) (e ) =, so = (iv) ( ) 2 =, so = (v) (vi) =, so =, so = = The net step is, when we are given a function to integrate, to run quickly through all the stanar ifferentiation formulae in our mins, until we come to one which fits our problem. In other wors, we have to learn to recognise a given function as the erivative of another function (where possible). Trytoothe following eercises by recognising the function which has the given function as its erivative. Eercises 3.2 i ( sin ) 3 2 i 2 iv sec 2 v vi ( 2 )

9 Mathematics Learning Centre, University of Syney 7 4 Some Rules for Calculating Integrals Rules for operating with integrals are erive from the rules for operating with erivatives. So, because (cf()) = c (f()), for any constant c, we have Rule (cf()) = c f(), for any constant c. For eample 0 cos =0 cos =0sin + c. It sometimes helps people to unerstan an remember rules like this if they say them in wors. The rule given above says: The integral of a constant multiple of a function is aconstant multiple of the integral of the function. Another way of putting it is You can move a constant past the integral sign without changing the value of the epression. Similarly, from we can erive the rule (f()+g()) = (f()) + (g()), Rule 2 (f()+g()) = f() + g(). For eample, (e +2) = e + 2 = e c. In wors, the integral of the sum of two functions is the sum of their integrals. We can easily eten this rule to inclue ifferences as well as sums, an to the case where there are more than two terms in the sum. Eamples Fin the following inefinite integrals: i ( sin ) (3 cos 2 e )

10 Mathematics Learning Centre, University of Syney 8 Solutions i ( sin ) = ( sin ) = cos + c. Note: We have written + sin as ( sin ) because ( sin ) isthe erivative of cos. (3 cos 2 e ) = 3 cos 2 e = 3sin 2 e + c. You will fin you can usually omit the first step an write the answer immeiately. Eercises 4 Fin the following inefinite integrals: i (cos + sin ) (e ) i ( ) iv (3 sec )

11 Mathematics Learning Centre, University of Syney 9 5 Integrating Powers of an Other Elementary Functions We can now work out how to integrate any power of by looking at the corresponing rule for ifferentiation: (n )=n n, so n n = n + c. Similarly ( ) n+ =(n +) n, so (n +) n = n+ + c. Therefore n = = = n + (n +)n (n +) n n + n + n+ + c. notice that when we cancel n+ (n +)isjust take n+ outsie the sign We shoul now look carefully at the formula we have just worke out an ask: for which values of n oes it hol? Remember that the ifferentiation rule (n )=n n hols whether n is positive or negative, a whole number or a fraction or even irrational; in other wors, for all real numbers n. We might epect the integration rule to hol for all real numbers also. But there is one snag: in working it out, we ivie by n +. Since ivision by zero oes not make sense, the rule will not hol when n +=0,that is, when n =. So we conclue that Rule 3 n = n + n+ + c for all real numbers n, ecept n =. When n =, n becomes =. We on t nee to worry that the rule above oesn t apply in this case, because we alreay know the integral of. Since (ln ) =, we have =ln + c.

12 Mathematics Learning Centre, University of Syney 0 Eamples Fin i i 3 2 Solutions i 3 = i = 2 = (3 + ) 4 + c = c. replacing n by 3inthe formula c = + c. replacing n by 2 inthe formula 2 = c = c. replacing n by = Eercises 5.. Fin anti-erivatives of the following functions: i 5 9 i 4 iv 2 v vi 3 v 2 vi i π 2. Fin the following integrals: i 3 i iv v vi v ( ) ( ) ( ) 2 ( ) ( ) 2 2 Hint: multiply out the epression Hint: ivie through by the enominator Hint: ivie through by the enominator

13 Mathematics Learning Centre, University of Syney At this stage it is very tempting to give a list of stanar integrals, corresponing to the list of erivatives given at the beginning of this booklet. However, you are NOT encourage to memorise integration formulae, but rather to become VERY familiar with the list of erivatives an to practise recognising a function as the erivative of another function. If you try memorising both ifferentiation an integration formulae, you will one ay mi them up an use the wrong one. An there is absolutely no nee to memorise the integration formulae if you know the ifferentiation ones. It is much better to recall the way in which an integral is efine as an anti-erivative. Every time you perform an integration you shoul pause for a moment an check it by ifferentiating the answer to see if you get back the function you began with. This is a very important habit to evelop. There is no nee to write own the checking process every time, often you will o it in your hea, but if you get into this habit you will avoi a lot of mistakes. There is a table of erivatives at the front of this booklet. Try to avoi using it if you can, but refer to it if you are unsure. Eamples Fin the following inefinite integrals: i (e ) (5 csc 2 +3sec 2 ) Solutions i (e ) = e = e c 2 = e c = e c. (5 csc 2 +3sec 2 ) = 5 ( csc 2 ) +3 = 5 cot +3tan + c. sec 2

14 Mathematics Learning Centre, University of Syney 2 Eercises 5.2 Integrate the following functions with respect to : i 0e 5 sin i ( 2 + +) 5 ( 2 ) + Hint: Multiply through by, an write with fractional eponents. iv v tan sin cos Hint: Divie through by + 2, an consult table of erivatives. Hint: Write tan as sin cos an simplify. vi tan 2 Hint: Remember the formula + tan 2 = sec 2. Youmay use the table of erivatives if you like. (If you are not familiar with inverse trig functions, omit parts i an iv.) Hint: In orer to get some of the functions above into a form in which we can recognise what they are erivatives of, we may have to epress them ifferently. Try to think of ways in which they coul be change that woul be helpful.

15 Mathematics Learning Centre, University of Syney 3 6 Things You Can t Do With Integrals It is just as important to be aware of what you can t o when integrating, as to know what you can o. In this way you will avoi making some serious mistakes. We mention here two fairly common ones.. We know that cf() = c f(), where c is a constant. That is, you are allowe to move a constant past the integral sign. It is often very tempting to try the same thing with a variable, i.e. to equate f() with f(). If we check a few special cases, however, it will become clear that this is not correct. For eample, compare the values of an. = 2 = c while These epressesions are obviously ifferent. = 2 2 = c. So the rule we trie to invent oes not work! It is unlikely that anyboy woul try to fin 2 in the way shown above. However, if aske to fin sin, one might very easily be tempte to write sin = cos + c. Although we o not yet know a metho for fining sin, wecan very easily show that the answer obtaine above is wrong. How? By ifferentiating the answer, of course! If we on t get back to sin, wemust have gone wrong somewhere. Notice that cos is a prouct, so we must use the prouct rule to ifferentiate it. ( cos + c) = ( sin )+( ) cos = sin cos. The first term is correct, but the secon term shouln t be there! So the metho we use was wrong. f() is not equal to f(). In wors, you cannot move a variable past the integral sign.

16 Mathematics Learning Centre, University of Syney 4 2. Again, we know that (f()+g()) = f() + g(). That is, the integral of a sum is equal to the sum of the integrals. It may seem reasonable to woner whether there is a similar rule for proucts. That is, whether we can equate f() g() with f() g(). Once again, checking a few special cases will show that this is not correct. Take, for eample, sin. Now sin = 2 2 ( cos )+c = 2 2 cos + c. But ( ) 2 2 cos + c = 2 2 ( sin )+( ) cos = 2 2 sin cos. prouct rule again! an this is nothing like the right answer! (Remember, it ought to have been sin.) So we conclue that f()g() isnot equal to f() g(). In wors, the integral of the prouct of two functions is not the same as the prouct of their integrals. The other important point you shoul have learne from this section is the value of checking any integration by ifferentiating the answer. If you on t get back to what you starte with, you know you have gone wrong somewhere, an since ifferentiation is generally easier than integration, the mistake is likely to be in the integration. Eercises 6 Eplain the mistakes in the following integrations, an prove that the answer obtaine in each case is wrong, by ifferentiating the answers given. i 2 e = 3 3 e + c ( 2 ) = ( 2 ) = sin + c You will learn how to integrate these functions later.

17 Mathematics Learning Centre, University of Syney 5 7 Using the Chain Rule in Reverse Recall that the Chain Rule is use to ifferentiate composite functions such as cos( 3 +),e 2 2, (2 2 +3), ln(3+). (The Chain Rule is sometimes calle the Composite Functions Rule or Function of a Function Rule.) If we observe carefully the answers we obtain when we use the chain rule, we can learn to recognise when a function has this form, an so iscover how to integrate such functions. Remember that, if y = f(u) an u = g() so that y = f(g()), (a composite function) y then = y u u. Using function notation, this can be written as y = f (g()) g (). In this epression, f (g()) is another way of writing y u an g () isanother way of writing u where u = g(). This last form is the one you shoul learn to recognise. where y = f(u) an u = g() Eamples By ifferentiating the following functions, write own the corresponing statement for integration. i sin 3 (2 +) 7 i e 2 Solution i sin 3 = cos 3 3, so cos 3 3 = sin 3 + c. i (2 +)7 = 7(2 +) 6 2, so ( e 2) = e 2 2, so 7(2 +)6 2 = (2 +) 7 + c. e 2 2 = e 2 + c.

18 Mathematics Learning Centre, University of Syney 6 Eercises 7. Differentiate each of the following functions, an then rewrite each result in the form of a statement about integration. i (2 4) 3 sin π i e 3 5 iv ln(2 ) v 5 3 vi tan 5 v ( 5 ) 4 vi sin( 3 ) i e cos 5 i tan ( 2 +) ln(sin ) The net step is to learn to recognise when a function has the forms f (g()) g (), that is, when it is the erivative of a composite function. Look back at each of the integration statements above. In every case, the function being integrate is the prouct of two functions: one is a composite function, an the other is the erivative of the inner function in the composite. You can think of it as the erivative of what s insie the brackets. Note that in some cases, this erivative is a constant. For eample, consier e 3 3. We can write e 3 as a composite function. 3isthe erivative of 3 i.e. the erivative of what s insie the brackets in e (3). This is in the form f (g()) g () with u = g() =3, an f (u) =e u. Using the chain rule in reverse, since (f(g())) = f (g()) g () wehave f (g()) g () = f(g()) + c. In this case e 3 3 = e 3 + c. If you have any oubts about this, it is easy to check if you are right: ifferentiate your answer! Now let s try another: cos( 2 +5) 2. cos( 2 +5)isacomposite function. 2 is the erivative of 2 +5,i.e. the erivative of what s insie the brackets.

19 Mathematics Learning Centre, University of Syney 7 So this is in the form f (g()) g () with u = g() = 2 +5an f (u) =cos u. Recall that if f (u) =cos u, f(u) =sin u. So, cos( 2 +5) 2 = sin( 2 +5)+c. Again, check that this is correct, byifferentiating. People sometimes ask Where i the 2 go?. The answer is, Back where it came from. If we ifferentiate sin( 2 +5)weget cos( 2 +5) 2. So when we integrate cos( 2 +5) 2 we get sin( 2 + 5). Eamples Each of the following functions is in the form f (g()) g (). Ientify f (u) an u = g() an hence fin an inefinite integral of the function. i (3 2 ) 4 6 sin( ) 2 Solutions i (3 2 ) 4 6 is a prouct of (3 2 ) 4 an 6. Clearly (3 2 ) 4 is the composite function f (g()). So g() shoul be is the other part. This shoul be the erivative of what s insie the brackets i.e. 3 2, an clearly, this is the case: (32 ) = 6. So, u = g() =3 2 an f (u) =u 4 giving f (g()) g () =(3 2 ) 4 6. If f (u) =u 4, f(u) = 5 u5. So, using the rule f (g()) g () = f(g()) + c we conclue (3 3 ) 4 6 = 5 (32 ) 5 + c. You shoul ifferentiate this answer immeiately an check that you get back the function you began with.

20 Mathematics Learning Centre, University of Syney 8 sin( ) 2 This is a prouct of sin( ) an 2. Clearly sin( )isacomposite function. The part insie the brackets is,sowewoul like this to be g(). The other factor 2 ought to be g (). Let s check if this is the case: g() = = 2,sog () = 2 2 = = So we re right! Thus u = g() = an f (u) =sin u giving f (g()) g () =sin( ) 2. Now, if f (u) =sin u, f(u) = cos u. So using the rule f (g()) g () = f(g()) + c we conclue sin( ) 2 = cos( )+c. Again, check immeiately by ifferentiating the answer. Note: The eplanations given here are fairly lengthy, to help you to unerstan what we re oing. Once you have graspe the iea, you will be able to o these very quickly, without neeing to write own any eplanation. Eample Integrate sin 3 cos. Solution sin 3 cos = (sin ) 3 cos. So u = g() =sin with g () =cos. An f (u) =u 3 giving f(u) = 4 u4. Hence sin 3 cos = 4 (sin )4 + c = 4 sin4 + c.

21 Mathematics Learning Centre, University of Syney 9 Eercises 7.2 Each of the following functions is in the form f (g()) g (). Ientify f (u) an u = g() an hence fin an inefinite integral of the function. i i (ln )2 iv e v sin( 3 ) 3 2 vi cos ( ) π π 2 2 v (7 8) 2 7 vi sin(ln ) i ( ) cos sin e tan sec 2 i e sec 2 (5 3) 5 i (2 ) 3 2 iv sin cos The final step in learning to use this process is to be able to recognise when a function is not quite in the correct form but can beput into the correct form by minor changes. For eample, we try to calculate We notice that 4 +is a composite function, so we woul like to have u = g() = 4 +. But this woul mean g () =4 3, an the integran (i.e. the function we are trying to integrate) only has 3.However, we can easily make it 4 3,asfollows: = 4 Note: The 4 an the 4 cancel with each other, so the epression is not change. So u = g() = 4 +, g () =4 3 An f (u) =u 2 f(u) = 2u So, = = ( 4 + ) c. 3 Note: We may only insert constants in this way, not variables. We cannot for eample evaluate e 2 by writing e 2 2, because 2 the in front of the integral sign oes not cancel with the which has been inserte in the integran. This integral cannot, in fact, be evaluate in terms of elementary functions.

22 Mathematics Learning Centre, University of Syney 20 The eample above illustrates one of the ifficulties with integration: many seemingly simple functions cannot be integrate without inventing new functions to epress the integrals. There is no set of rules which we can apply which will tell us how to integrate any function. All we can o is give some techniques which will work for some functions. Eercises 7.3 Write the following functions in the form f (g()) g () an hence integrate them: i cos 7 e 2 i 2 2 iv 2 (4 3 +3) 9 v sin( + 3) vi sin v ( 2 ) vi e 3 i tan 6 Hint: Write tan 6 in terms of sin 6 an cos 6.

23 Mathematics Learning Centre, University of Syney 2 8 Applications Applications of anti-ifferentiation arise in problems in which we know the rate of change of a function an want to fin the function itself. Problems about motion provie many eamples, such as those in which the velocity of a moving object is given an we want to fin its position at any time. Since velocity is rate of change of isplacement, we must anti-ifferentiate to fin the isplacement. Eamples. A stone is thrown upwars from the top of a tower 50 metres high. Its velocity in an upwars irection t secon later is 20 5t metres per secon. Fin the height of the stone above the groun 3 secons later. Solution Let the height of the stone above groun level at time t be h metres. We are given two pieces of information in this problem: i the fact that the tower is 50m high tells us that when t =0(that is, at the moment the stone leaves the thrower s han), h = 50, the fact that the velocity at time t is 20 5t tells us that h t =20 5t. We begin with the secon statement, which tells us about rate of change of a function. By anti-ifferentiating, we obtain h = (20 5t)t = 20t 5 2 t2 + c. () Note: it is vitally important not to forget the +c (the constant of integration) in problems like this. Now we can make use of the first statement, which is calle an initial conition (it tells us what things were like at the start) to fin a value for the constant c. By substituting h =50an t =0into the equation (), we obtain 50 = c. So h =20t 5 2 t (2) Finally, let us go back to the problem, an rea it again, to check eactly what we are aske to fin: Fin the height of the stone above the groun 3 secons later. To fin this, all we have to o is substitute t =3in the epression we have just erive. When t =3,h = =87.5, so the height of the stone 3 secons later is metres.

24 Mathematics Learning Centre, University of Syney 22 Let us look back at the structure of this problem an its solution. We are given information about the rate of change of a quantity, an we antfferentiate (i.e. integrate) to get a general epression for the quantity, incluing an arbitary constant. We are given information about initial conitions an use this to fin the value of the constant of integration. We now have a precise epression for the quantity, an can use that to answer the questions aske. 2. When a tap at the base of a storage tank is turne on, water flows out of the tank at the rate of 200e 5 t litres per minute. If the volume of water in the tank at the start is 000 litres, fin how much is left after the tap has been running for 0 minutes. Solution Let the volume of water in the tank t minutes after the tap is turne on be V litres. Since water is running out of the tank, V will be ecreasing, an so V must be t negative. V Hence = 200e 5 t t ( 200e an so V = t) 5 t ( = 200 ( 5) e 5 t ) t 5 = 000e 5 t + c. Now when t =0,V = 000, so 000 = c, hence c =0. So at any time t, V = 000e 5 t Thus when t = 0, V = 000e litres. Eercises 8. When a stone is roppe into smooth water, circular ripples sprea out from the point where it enters the water. If the area covere by ripples increases at a rate of 2πt square metres per secon, fin the total area of isturbe water t secons after the stone hits the water. What is the area covere by ripples after 3 secons? [Note: when t =0,the stone is just entering the water, so the area of isturbe water is 0.]

25 Mathematics Learning Centre, University of Syney A population of animals, uner certain conitions, has a growth rate given by 500π cos 2πt where t is the time in years. If the initial size of the her is 3000, fin the size of the population at time t. What are the maimum an minimum numbers in the her uring the course of a year? 3. During an eperiment, the height of a growing plant increase at a rate of t+4 cm per ay, where t represents the number of ays since the start of the eperiment. If the plant was 20 cm high at the beginning, what woul its height be after 2 ays? 4. An oral ose of a rug was aministere to a patient. t hours later, the concentration of the rug in the patient s bloo was changing at a rate give by 5e t e 0.2t. If none of the rug was present in the bloo at the time the ose was given, fin the concentration of the rug in the patient s bloo t hours later. How long after aministration will the concentration be greatest? 5. An object is propelle along the groun in such a way that its velocity after t secons is metres per secon. If it starts 2 metres from a fie point, an moves in a t+ straight line irectly towars the point, how long will it take to reach the point?

Lecture 13: Differentiation Derivatives of Trigonometric Functions

Lecture 13: Differentiation Derivatives of Trigonometric Functions Derivatives of the Basic Trigonometric Functions Derivative of sin Derivative of cos Using the Chain Rule Derivative of tan Using the

Lecture 17: Implicit differentiation

Lecture 7: Implicit ifferentiation Nathan Pflueger 8 October 203 Introuction Toay we iscuss a technique calle implicit ifferentiation, which provies a quicker an easier way to compute many erivatives we

CHAPTER 5 : CALCULUS

Dr Roger Ni (Queen Mary, University of Lonon) - 5. CHAPTER 5 : CALCULUS Differentiation Introuction to Differentiation Calculus is a branch of mathematics which concerns itself with change. Irrespective

Inverse Trig Functions

Inverse Trig Functions c A Math Support Center Capsule February, 009 Introuction Just as trig functions arise in many applications, so o the inverse trig functions. What may be most surprising is that

The Quick Calculus Tutorial

The Quick Calculus Tutorial This text is a quick introuction into Calculus ieas an techniques. It is esigne to help you if you take the Calculus base course Physics 211 at the same time with Calculus I,

Exponential Functions: Differentiation and Integration. The Natural Exponential Function

46_54.q //4 :59 PM Page 5 5 CHAPTER 5 Logarithmic, Eponential, an Other Transcenental Functions Section 5.4 f () = e f() = ln The inverse function of the natural logarithmic function is the natural eponential

MATH 125: LAST LECTURE

MATH 5: LAST LECTURE FALL 9. Differential Equations A ifferential equation is an equation involving an unknown function an it s erivatives. To solve a ifferential equation means to fin a function that

arcsine (inverse sine) function

Inverse Trigonometric Functions c 00 Donal Kreier an Dwight Lahr We will introuce inverse functions for the sine, cosine, an tangent. In efining them, we will point out the issues that must be consiere

f(x) = a x, h(5) = ( 1) 5 1 = 2 2 1

Exponential Functions an their Derivatives Exponential functions are functions of the form f(x) = a x, where a is a positive constant referre to as the base. The functions f(x) = x, g(x) = e x, an h(x)

The Inverse Trigonometric Functions

The Inverse Trigonometric Functions These notes amplify on the book s treatment of inverse trigonometric functions an supply some neee practice problems. Please see pages 543 544 for the graphs of sin

19.2. First Order Differential Equations. Introduction. Prerequisites. Learning Outcomes

First Orer Differential Equations 19.2 Introuction Separation of variables is a technique commonly use to solve first orer orinary ifferential equations. It is so-calle because we rearrange the equation

Here the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and

Lecture 9 : Derivatives of Trigonometric Functions (Please review Trigonometry uner Algebra/Precalculus Review on the class webpage.) In this section we will look at the erivatives of the trigonometric

2 HYPERBOLIC FUNCTIONS

HYPERBOLIC FUNCTIONS Chapter Hyperbolic Functions Objectives After stuying this chapter you shoul unerstan what is meant by a hyperbolic function; be able to fin erivatives an integrals of hyperbolic functions;

Hyperbolic functions (CheatSheet)

Hyperbolic functions (CheatSheet) 1 Intro For historical reasons hyperbolic functions have little or no room at all in the syllabus of a calculus course, but as a matter of fact they have the same ignity

Rules for Finding Derivatives

3 Rules for Fining Derivatives It is teious to compute a limit every time we nee to know the erivative of a function. Fortunately, we can evelop a small collection of examples an rules that allow us to

M147 Practice Problems for Exam 2

M47 Practice Problems for Exam Exam will cover sections 4., 4.4, 4.5, 4.6, 4.7, 4.8, 5., an 5.. Calculators will not be allowe on the exam. The first ten problems on the exam will be multiple choice. Work

n-parameter families of curves

1 n-parameter families of curves For purposes of this iscussion, a curve will mean any equation involving x, y, an no other variables. Some examples of curves are x 2 + (y 3) 2 = 9 circle with raius 3,

MOOCULUS. massive open online calculus C A L C U L U S T H I S D O C U M E N T W A S T Y P E S E T O N A P R I L 1 0,

MOOCULUS massive open online calculus C A L C U L U S T H I S D O C U M E N T W A S T Y P E S E T O N A P R I L 0, 2 0 4. 2 Copyright c 204 Jim Fowler an Bart Snapp This work is license uner the Creative

How to Avoid the Inverse Secant (and Even the Secant Itself)

How to Avoi the Inverse Secant (an Even the Secant Itself) S A Fulling Stephen A Fulling (fulling@mathtamue) is Professor of Mathematics an of Physics at Teas A&M University (College Station, TX 7783)

Calculating Viscous Flow: Velocity Profiles in Rivers and Pipes

previous inex next Calculating Viscous Flow: Velocity Profiles in Rivers an Pipes Michael Fowler, UVa 9/8/1 Introuction In this lecture, we ll erive the velocity istribution for two examples of laminar

Lagrangian and Hamiltonian Mechanics

Lagrangian an Hamiltonian Mechanics D.G. Simpson, Ph.D. Department of Physical Sciences an Engineering Prince George s Community College December 5, 007 Introuction In this course we have been stuying

Trigonometry CheatSheet

Trigonometry CheatSheet 1 How to use this ocument This ocument is not meant to be a list of formulas to be learne by heart. The first few formulas are very basic (they escen from the efinition an/or Pythagoras

Elliptic Functions sn, cn, dn, as Trigonometry W. Schwalm, Physics, Univ. N. Dakota

Elliptic Functions sn, cn, n, as Trigonometry W. Schwalm, Physics, Univ. N. Dakota Backgroun: Jacobi iscovere that rather than stuying elliptic integrals themselves, it is simpler to think of them as inverses

( ) = 3x 2, so this is not correct. If we multiply by 1/3 first to

Antiderivatives Today we begin a study of antiderivatives. Antiderivatives will be useful for evaluating integrals using the Fundamental Theorem, and for solving some initial value problems. Definition

Answers to the Practice Problems for Test 2

Answers to the Practice Problems for Test 2 Davi Murphy. Fin f (x) if it is known that x [f(2x)] = x2. By the chain rule, x [f(2x)] = f (2x) 2, so 2f (2x) = x 2. Hence f (2x) = x 2 /2, but the lefthan

APPLICATION OF CALCULUS IN COMMERCE AND ECONOMICS

Application of Calculus in Commerce an Economics 41 APPLICATION OF CALCULUS IN COMMERCE AND ECONOMICS æ We have learnt in calculus that when 'y' is a function of '', the erivative of y w.r.to i.e. y ö

Supporting Australian Mathematics Project. A guide for teachers Years 11 and 12. Calculus: Module 15. The calculus of trigonometric functions

Supporting Australian Mathematics Project 3 4 5 6 7 8 9 0 A guie for teachers Years an Calculus: Moule 5 The calculus of trigonometric functions The calculus of trigonometric functions A guie for teachers

Topic 2: The Trigonometric Ratios Finding Sides

Topic 2: The Trigonometric Ratios Fining Sies Labelling sies To use the Trigonometric Ratios, commonly calle the Trig Ratios, it is important to learn how to label the right angle triangle. The hypotenuse

Calculus Refresher, version 2008.4. c 1997-2008, Paul Garrett, garrett@math.umn.edu http://www.math.umn.edu/ garrett/

Calculus Refresher, version 2008.4 c 997-2008, Paul Garrett, garrett@math.umn.eu http://www.math.umn.eu/ garrett/ Contents () Introuction (2) Inequalities (3) Domain of functions (4) Lines (an other items

Proof of the Power Rule for Positive Integer Powers

Te Power Rule A function of te form f (x) = x r, were r is any real number, is a power function. From our previous work we know tat x x 2 x x x x 3 3 x x In te first two cases, te power r is a positive

10.2 Systems of Linear Equations: Matrices

SECTION 0.2 Systems of Linear Equations: Matrices 7 0.2 Systems of Linear Equations: Matrices OBJECTIVES Write the Augmente Matrix of a System of Linear Equations 2 Write the System from the Augmente Matrix

20. Product rule, Quotient rule

20. Prouct rule, 20.1. Prouct rule Prouct rule, Prouct rule We have seen that the erivative of a sum is the sum of the erivatives: [f(x) + g(x)] = x x [f(x)] + x [(g(x)]. One might expect from this that

Modelling and Calculus

Moelling an Calculus By Collin Phillips This material has been evelope as a joint project between the Mathematics Learning Centre MLC an the Learning Centre LC at the University of Syney. With literary

Example Optimization Problems selected from Section 4.7

Example Optimization Problems selecte from Section 4.7 19) We are aske to fin the points ( X, Y ) on the ellipse 4x 2 + y 2 = 4 that are farthest away from the point ( 1, 0 ) ; as it happens, this point

9.3. Diffraction and Interference of Water Waves

Diffraction an Interference of Water Waves 9.3 Have you ever notice how people relaxing at the seashore spen so much of their time watching the ocean waves moving over the water, as they break repeately

To differentiate logarithmic functions with bases other than e, use

To ifferentiate logarithmic functions with bases other than e, use 1 1 To ifferentiate logarithmic functions with bases other than e, use log b m = ln m ln b 1 To ifferentiate logarithmic functions with

Section 3.3. Differentiation of Polynomials and Rational Functions. Difference Equations to Differential Equations

Difference Equations to Differential Equations Section 3.3 Differentiation of Polynomials an Rational Functions In tis section we begin te task of iscovering rules for ifferentiating various classes of

Mathematics. Circles. hsn.uk.net. Higher. Contents. Circles 119 HSN22400

hsn.uk.net Higher Mathematics UNIT OUTCOME 4 Circles Contents Circles 119 1 Representing a Circle 119 Testing a Point 10 3 The General Equation of a Circle 10 4 Intersection of a Line an a Circle 1 5 Tangents

CURVES: VELOCITY, ACCELERATION, AND LENGTH

CURVES: VELOCITY, ACCELERATION, AND LENGTH As examples of curves, consier the situation where the amounts of n-commoities varies with time t, qt = q 1 t,..., q n t. Thus, the amount of the commoities are

Algebra. Exponents. Absolute Value. Simplify each of the following as much as possible. 2x y x + y y. xxx 3. x x x xx x. 1. Evaluate 5 and 123

Algebra Eponents Simplify each of the following as much as possible. 1 4 9 4 y + y y. 1 5. 1 5 4. y + y 4 5 6 5. + 1 4 9 10 1 7 9 0 Absolute Value Evaluate 5 and 1. Eliminate the absolute value bars from

SOME NOTES ON THE HYPERBOLIC TRIG FUNCTIONS SINH AND COSH

SOME NOTES ON THE HYPERBOLIC TRIG FUNCTIONS SINH AND COSH Basic Definitions In homework set # one of the questions involves basic unerstaning of the hyperbolic functions sinh an cosh. We will use this

Solving Problems Involving Line Plots

Lesson -A Common Core Lesson Overview Domain Measurement an Data Cluster Represent an interpret ata. Stanar.MD. Make a line plot to isplay a ata set of measurements in fractions of a unit ( _, _, _ ).

Inverse Trig Functions

Inverse Trig Functions Previously in Math 30 DEFINITION 24 A function g is the inverse of the function f if g( f ()) = for all in the omain of f 2 f (g()) = for all in the omain of g In this situation

Solutions to modified 2 nd Midterm

Math 125 Solutions to moifie 2 n Miterm 1. For each of the functions f(x) given below, fin f (x)). (a) 4 points f(x) = x 5 + 5x 4 + 4x 2 + 9 Solution: f (x) = 5x 4 + 20x 3 + 8x (b) 4 points f(x) = x 8

Core Maths C3. Revision Notes

Core Maths C Revision Notes October 0 Core Maths C Algebraic fractions... Cancelling common factors... Multipling and dividing fractions... Adding and subtracting fractions... Equations... 4 Functions...

1 Derivatives of Piecewise Defined Functions

MATH 1010E University Matematics Lecture Notes (week 4) Martin Li 1 Derivatives of Piecewise Define Functions For piecewise efine functions, we often ave to be very careful in computing te erivatives.

Exponential and Logarithmic Functions

Chapter 6 Eponential and Logarithmic Functions Section summaries Section 6.1 Composite Functions Some functions are constructed in several steps, where each of the individual steps is a function. For eample,

Logarithmic Functions and the Log Laws

Mathematics Learning Centre Logarithmic Functions and the Log Laws Christopher Thomas c 998 University of Sydney Mathematics Learning Centre, University of Sydney Logarithms. Introduction Taking logarithms

Differentiability of Exponential Functions

Differentiability of Exponential Functions Philip M. Anselone an John W. Lee Philip Anselone (panselone@actionnet.net) receive his Ph.D. from Oregon State in 1957. After a few years at Johns Hopkins an

Integral Regular Truncated Pyramids with Rectangular Bases

Integral Regular Truncate Pyramis with Rectangular Bases Konstantine Zelator Department of Mathematics 301 Thackeray Hall University of Pittsburgh Pittsburgh, PA 1560, U.S.A. Also: Konstantine Zelator

There are two different ways you can interpret the information given in a demand curve.

Econ 500 Microeconomic Review Deman What these notes hope to o is to o a quick review of supply, eman, an equilibrium, with an emphasis on a more quantifiable approach. Deman Curve (Big icture) The whole

6-4 : Learn to find the area and circumference of circles. Area and Circumference of Circles (including word problems)

Circles 6-4 : Learn to fin the area an circumference of circles. Area an Circumference of Circles (incluing wor problems) 8-3 Learn to fin the Circumference of a circle. 8-6 Learn to fin the area of circles.

4.4 The Derivative. 51. Disprove the claim: If lim f (x) = L, then either lim f (x) = L or. 52. If lim x a. f (x) = and lim x a. g(x) =, then lim x a

Capter 4 Real Analysis 281 51. Disprove te claim: If lim f () = L, ten eiter lim f () = L or a a lim f () = L. a 52. If lim a f () = an lim a g() =, ten lim a f + g =. 53. If lim f () = an lim g() = L

Kater Pendulum. Introduction. It is well-known result that the period T of a simple pendulum is given by. T = 2π

Kater Penulum ntrouction t is well-known result that the perio of a simple penulum is given by π L g where L is the length. n principle, then, a penulum coul be use to measure g, the acceleration of gravity.

y or f (x) to determine their nature.

Level C5 of challenge: D C5 Fining stationar points of cubic functions functions Mathematical goals Starting points Materials require Time neee To enable learners to: fin the stationar points of a cubic

Lecture L25-3D Rigid Body Kinematics

J. Peraire, S. Winall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L25-3D Rigi Boy Kinematics In this lecture, we consier the motion of a 3D rigi boy. We shall see that in the general three-imensional

Math 230.01, Fall 2012: HW 1 Solutions

Math 3., Fall : HW Solutions Problem (p.9 #). Suppose a wor is picke at ranom from this sentence. Fin: a) the chance the wor has at least letters; SOLUTION: All wors are equally likely to be chosen. The

Purpose of the Experiments. Principles and Error Analysis. ε 0 is the dielectric constant,ε 0. ε r. = 8.854 10 12 F/m is the permittivity of

Experiments with Parallel Plate Capacitors to Evaluate the Capacitance Calculation an Gauss Law in Electricity, an to Measure the Dielectric Constants of a Few Soli an Liqui Samples Table of Contents Purpose

Integration of Rational Expressions by Partial Fractions

Integration of Rational Epressions by Partial Fractions INTRODUTION: We start with a few definitions rational epression is formed when a polynomial is divided by another polynomial In a proper rational

GRE MATH REVIEW #5. 1. Variable: A letter that represents an unknown number.

GRE MATH REVIEW #5 Eponents and Radicals Many numbers can be epressed as the product of a number multiplied by itself a number of times. For eample, 16 can be epressed as. Another way to write this is

Chapter 2 Review of Classical Action Principles

Chapter Review of Classical Action Principles This section grew out of lectures given by Schwinger at UCLA aroun 1974, which were substantially transforme into Chap. 8 of Classical Electroynamics (Schwinger

FOURIER TRANSFORM TERENCE TAO

FOURIER TRANSFORM TERENCE TAO Very broaly speaking, the Fourier transform is a systematic way to ecompose generic functions into a superposition of symmetric functions. These symmetric functions are usually

Section P.9 Notes Page 1 P.9 Linear Inequalities and Absolute Value Inequalities

Section P.9 Notes Page P.9 Linear Inequalities and Absolute Value Inequalities Sometimes the answer to certain math problems is not just a single answer. Sometimes a range of answers might be the answer.

Mathematics Review for Economists

Mathematics Review for Economists by John E. Floy University of Toronto May 9, 2013 This ocument presents a review of very basic mathematics for use by stuents who plan to stuy economics in grauate school

M3 PRECALCULUS PACKET 1 FOR UNIT 5 SECTIONS 5.1 TO = to see another form of this identity.

M3 PRECALCULUS PACKET FOR UNIT 5 SECTIONS 5. TO 5.3 5. USING FUNDAMENTAL IDENTITIES 5. Part : Pythagorean Identities. Recall the Pythagorean Identity sin θ cos θ + =. a. Subtract cos θ from both sides

Mathematics 96 (3581) CA (Class Addendum) 3: Inverse Properties Mt. San Jacinto College Menifee Valley Campus Spring 2013

Mathematics 96 (358) CA (Class Addendum) 3: Inverse Properties Mt. San Jacinto College Menifee Valley Campus Spring 203 Name This class handout is worth a maimum of five (5) points. It is due no later

Modelling and Resolving Software Dependencies

June 15, 2005 Abstract Many Linux istributions an other moern operating systems feature the explicit eclaration of (often complex) epenency relationships between the pieces of software

DIFFRACTION AND INTERFERENCE

DIFFRACTION AND INTERFERENCE In this experiment you will emonstrate the wave nature of light by investigating how it bens aroun eges an how it interferes constructively an estructively. You will observe

Solutions to Examples from Related Rates Notes. ds 2 mm/s. da when s 100 mm

Solutions to Examples from Relate Rates Notes 1. A square metal plate is place in a furnace. The quick temperature change causes the metal plate to expan so that its surface area increases an its thickness

LIMIT COMPUTATION: FORMULAS AND TECHNIQUES, INCLUDING L HÔPITAL S RULE

LIMIT COMPUTATION: FORMULAS AND TECHNIQUES, INCLUDING L HÔPITAL S RULE MATH 153, SECTION 55 (VIPUL NAIK) Corresponding material in the book: Sections 11.4, 11.5, 11.6. What students should already know:

Data Center Power System Reliability Beyond the 9 s: A Practical Approach

Data Center Power System Reliability Beyon the 9 s: A Practical Approach Bill Brown, P.E., Square D Critical Power Competency Center. Abstract Reliability has always been the focus of mission-critical

Math 229 Lecture Notes: Product and Quotient Rules Professor Richard Blecksmith richard@math.niu.edu

Mat 229 Lecture Notes: Prouct an Quotient Rules Professor Ricar Blecksmit ricar@mat.niu.eu 1. Time Out for Notation Upate It is awkwar to say te erivative of x n is nx n 1 Using te prime notation for erivatives,

4. Important theorems in quantum mechanics

TFY4215 Kjemisk fysikk og kvantemekanikk - Tillegg 4 1 TILLEGG 4 4. Important theorems in quantum mechanics Before attacking three-imensional potentials in the next chapter, we shall in chapter 4 of this

Contents. 6 Graph Sketching 87. 6.1 Increasing Functions and Decreasing Functions... 87. 6.2 Intervals Monotonically Increasing or Decreasing...

Contents 6 Graph Sketching 87 6.1 Increasing Functions and Decreasing Functions.......................... 87 6.2 Intervals Monotonically Increasing or Decreasing....................... 88 6.3 Etrema Maima

Sections 3.1/3.2: Introducing the Derivative/Rules of Differentiation

Sections 3.1/3.2: Introucing te Derivative/Rules of Differentiation 1 Tangent Line Before looking at te erivative, refer back to Section 2.1, looking at average velocity an instantaneous velocity. Here

Solutions of Laplace s equation in 3d

Solutions of Laplace s equation in 3 Motivation The general form of Laplace s equation is: Ψ = 0 ; it contains the laplacian, an nothing else. This section will examine the form of the solutions of Laplaces

LIMITS AND CONTINUITY

LIMITS AND CONTINUITY 1 The concept of it Eample 11 Let f() = 2 4 Eamine the behavior of f() as approaches 2 2 Solution Let us compute some values of f() for close to 2, as in the tables below We see from

MODELLING OF TWO STRATEGIES IN INVENTORY CONTROL SYSTEM WITH RANDOM LEAD TIME AND DEMAND

art I. robobabilystic Moels Computer Moelling an New echnologies 27 Vol. No. 2-3 ransport an elecommunication Institute omonosova iga V-9 atvia MOEING OF WO AEGIE IN INVENOY CONO YEM WIH ANOM EA IME AN

Factoring Dickson polynomials over finite fields

Factoring Dickson polynomials over finite fiels Manjul Bhargava Department of Mathematics, Princeton University. Princeton NJ 08544 manjul@math.princeton.eu Michael Zieve Department of Mathematics, University

Integrating algebraic fractions

Integrating algebraic fractions Sometimes the integral of an algebraic fraction can be found by first epressing the algebraic fraction as the sum of its partial fractions. In this unit we will illustrate

The numerical values that you find are called the solutions of the equation.

Appendi F: Solving Equations The goal of solving equations When you are trying to solve an equation like: = 4, you are trying to determine all of the numerical values of that you could plug into that equation.

Negative Integral Exponents. If x is nonzero, the reciprocal of x is written as 1 x. For example, the reciprocal of 23 is written as 2

4 (4-) Chapter 4 Polynomials and Eponents P( r) 0 ( r) dollars. Which law of eponents can be used to simplify the last epression? Simplify it. P( r) 7. CD rollover. Ronnie invested P dollars in a -year

Exploration 7-2a: Differential Equation for Compound Interest

Eploration 7-2a: Differential Equation for Compoun Interest Objective: Write an solve a ifferential equation for the amount of mone in a savings account as a function of time. When mone is left in a savings

Version PREVIEW HW 04 hoffman (57225) 1. Consequently,

Version PREVIEW HW 04 hoffman (57225) 1 This print-out shoul have 12 questions Multiple-choice questions may continue on the next column or page fin all choices before answering CalCa02b 001 100 points

Computing Indefinite Integrals J. Douglas Child, PhD Rollins College Winter Park, FL

Computing Indefinite Integrals by J. Douglas Child, PhD Rollins College Winter Park, FL 003 TEXAS INSTRUMENTS INCORPORATED ii Computing Indefinite Integrals Important notice regarding book materials Teas

PROPERTIES OF MATRICES

PROPERIES OF MARICES ajoint... 4, 5 algebraic multiplicity... augmente matri... basis..., cofactor... 4 coorinate vector... 9 Cramer's rule... eterminant..., 5 iagonal matri... 6 iagonalizable... 8 imension...

CHAPTER 13. Definite Integrals. Since integration can be used in a practical sense in many applications it is often

7 CHAPTER Definite Integrals Since integration can be used in a practical sense in many applications it is often useful to have integrals evaluated for different values of the variable of integration.

Higher. Functions and Graphs. Functions and Graphs 18

hsn.uk.net Higher Mathematics UNIT UTCME Functions and Graphs Contents Functions and Graphs 8 Sets 8 Functions 9 Composite Functions 4 Inverse Functions 5 Eponential Functions 4 6 Introduction to Logarithms

10.1. Solving Quadratic Equations. Investigation: Rocket Science CONDENSED

CONDENSED L E S S O N 10.1 Solving Quadratic Equations In this lesson you will look at quadratic functions that model projectile motion use tables and graphs to approimate solutions to quadratic equations

Inverse Trig Functions

Inverse Trig Functions Trig functions are not one-to-one, so we can not formally get an inverse. To efine the notion of inverse trig functions we restrict the omains to obtain one-to-one functions: [ Restrict

Lesson Two. Pre Calculus Math 40S: Explained! 152

Lesson Two Pre Calculus Math 40S: Eplained! www.math40s.com 5 PART I MULTIPLICATION & DIVISION IDENTITLES Algebraic proofs of trigonometric identities In this lesson, we will look at various strategies

Witt#5e: Generalizing integrality theorems for ghost-witt vectors [not completed, not proofread]

Witt vectors. Part 1 Michiel Hazewinkel Sienotes by Darij Grinberg Witt#5e: Generalizing integrality theorems for ghost-witt vectors [not complete, not proofrea In this note, we will generalize most of

Measures of distance between samples: Euclidean

4- Chapter 4 Measures of istance between samples: Eucliean We will be talking a lot about istances in this book. The concept of istance between two samples or between two variables is funamental in multivariate

9. Operations with Radicals (9 1) 87 9. OPERATIONS WITH RADICALS In this section Adding and Subtracting Radicals Multiplying Radicals Conjugates In this section we will use the ideas of Section 9.1 in

Enrichment The Physics of Soccer Recall from Lesson 7-1 that the formula for the maximum height h h v 0 2 sin 2

7-1 The Physics of Soccer Recall from Lesson 7-1 that the formula for the maximum height h h v 0 2 sin 2 of a projectile is 2g, where is the measure of the angle of elevation in degrees, v 0 is the initial

Section 5.0A Factoring Part 1

Section 5.0A Factoring Part 1 I. Work Together A. Multiply the following binomials into trinomials. (Write the final result in descending order, i.e., a + b + c ). ( 7)( + 5) ( + 7)( + ) ( + 7)( + 5) (