Dr. Nestler - Math 11 - Some Definitions and Theorems from Calculus 1 and 2. lim

Size: px
Start display at page:

Download "Dr. Nestler - Math 11 - Some Definitions and Theorems from Calculus 1 and 2. lim"

Transcription

1 Dr. Nestler - Math 11 - Some Definitions and Theorems from Calculus 1 and 2 Definition. A function 0 is continuous at a number + if lim 0ÐBÑ œ 0Ð+Ñ. Extreme Value Theorem. A continuous function on a closed interval has an absolute maximum value and an absolute minimum value on that interval. Definition. The derivative of a function 0 at a number + is the number BÄ+ 0Ð+Ñœ lim 2Ä! 0Ð+ 2Ñ 0Ð+Ñ 0ÐBÑ 0Ð+Ñ 2 œ lim BÄ+ B + if this limit exists. Theorem & Definition. Suose 0 is continuous on Ò+ß,Ó. Divide Ò+ß,Ó into 8 subintervals ÒB ß B Ó of equal length? B, and choose a number A in ÒB ß B Ó for each 3 œ "ß á ß 8. 3 " " 3 Then lim 8 8Ä 3œ" 0ÐA Ñ? Bexists, and this number is called the definite integral of 0 from + 3 to,, and is denoted by, + 0ÐBÑ.B. B Fundamental Theorem of Calculus, Part I. If 0 is continuous on Ò+ß,Ó, then JÐBÑ œ + 0Ð>Ñ.> is an antiderivative of 0, meaning J ÐBÑ œ 0ÐBÑ for all Bin Ò+ß,Ó. Fundamental Theorem of Calculus, Part II. If J is any antiderivative of 0 on Ò+ß,Ó, then +, 0ÐBÑ.B œ JÐ,Ñ JÐ+Ñ. Mean Value Theorem for Differentiable Functions. If 0 is continuous on Ò+ß,Óand differentiable 0Ð,Ñ 0Ð+Ñ, + on Ð+ß,Ñ, then there exists at least one - in Ð+ß,Ñ such that œ 0 Ð-Ñ. That is, 0Ð,Ñ 0Ð+Ñ œ 0 Ð-ÑÐ, +ÑÞ " " Inverse Function Theorem. If C œ 0ÐBÑ is differentiable ith inverse 0, and 0 Ð0 Ð+ÑÑ Á!, " then 0 is differentiable at +, and " œ.0.0.b Bœ+ ".B Bœ0 " Ð+Ñ Shorthand:.B ".C œ.c.b

2 Dr. Nestler - Math 11 - Essential Trigonometric and Hyerbolic Identities Fundamental trigonometric identities: " " sin B cos B " sin B cos B cos B sin B tan B csc Bœ sec Bœ tan Bœ cot Bœ œ sin B cos Bœ" tan B "œsec B " cot Bœcsc B sinð BÑ œ sin B cosð BÑ œ cosðbñ Double-angle identities: sin B œ sin B cos B cos B œ cos B sin B œ " sin B œ cos B " Half-angle identities: " cos B " cos 2B 2 Bœ 2 sin Bœ cos Trigonometric derivatives:....b.b.b Ðsin BÑ œ cos B Ðcos BÑ œ sin B Ðtan BÑ œ sec B....B.B.B Ðsec BÑœsec Btan B Ðcsc BÑœ csc Btan B Ðcot BÑœ csc B Hyerbolic functions definitions and fundamental identities: B B B B sinh / / / / B cosh B cosh Bœ sinh Bœ tanh Bœ " " cosh B " cosh B sinh B sinh B tanh B sech Bœ csch Bœ coth Bœ œ cosh B sinh B œ " sinhð BÑ œ sinh B coshð BÑ œ coshðbñ Hyerbolic derivatives:....b.b.b Ðsinh BÑœcosh B cosh B œsinh B Ðtanh BÑœsech B....B.B.B Ðsech BÑ œ sech Btanh B csch B œ csch Bcoth B coth B œ csch B

3 Dr. Nestler - Math Surfaces A surface is a to-dimensional grah of an equation in BCD,,. 1. shere: 2. lane: 3. cylinder: a surface consisting of all lines ( rulings) that are arallel to a fixed line and assing through a fixed lane curve ( directrix) Examle: C D œ "' Bis arbitrary: cross-sections erendicular to the B-axis are circles of radius 4. Thm. The grah of an eqn. in 2 of the 3 variables BCD,, is a cylinder hose rulings are arallel to the axis of the missing variable. Examle: DœB Cross-sections erendicular to the C-axis are arabolas. 4. Excet for degenerate cases, a quadric surface is a grah of a quadratic equation in 3 variables EB FC GD HBC ICD JBD KB LC MD N œ! hich by translation and rotation can be ut into standard form EB FC GD N œ! or EB FC MD œ!. Traces in lanes arallel to the coordinate lanes are conic sections. Some degenerate examles: B œ!, B œ +, B C D œ!

4 Examle: B Examle: B C D +, - œ " Bœ! : trace in CD-lane is ellise Cœ! : trace in BD-lane is ellise Dœ! : trace in BC-lane is ellise The surface is called an ellisoid. C D +, - œ " Dœ! : trace in BC-lane is ellise Bœ! : trace in CD-lane is hyerbola Cœ! : trace in BD-lane is hyerbola C +, - Let Dœ5: B œ " 5 B C + 5 ", 5 " - - œ " Cross-sections arallel to the BC-lane are ellises. As l5l Ä, ellises get larger. The surface is called a hyerboloid of one sheet or an ellitic hyerboloid. The D-axis, corresonding to the minus sign in the equation, is the axis of the hyerboloid. Examle: B C D +, - œ " This is a hyerboloid of one sheet ith the C-axis as its axis. B C D Similarly, the grah of +, - œ " is a hyerboloid of one sheet ith the B-axis as its axis.

5 B C D +, - Examle: œ " Examle: B Dœ! : no trace in BC-lane Bœ! : trace in CD-lane is hyerbola Cœ! : trace in BD-lane is hyerbola The surface is called a hyerboloid of to sheets. The D-axis, corresonding to the lus sign in the equation, is the axis of the hyerboloid. C D +, - œ " The axis of this hyerboloid of to sheets is the B-axis, and there is no trace in the CD-lane. (Try letting B œ!.) Examle: B C D +, - œ! Dœ5: Cross-sections arallel to the BC-lane are ellises. Dœ - B +, C The surface is a ( double-naed) ellitic cone ith the D-axis as its axis. Examles: The grah of B C D +, - œ! is a cone ith the C-axis as its axis. The grah of B C D +, - œ! is a cone ith the B-axis as its axis.

6 Examle: B +, D œ! C Bœ! : trace is arabola Dœ C, oening u Cœ! : trace is arabola Dœ B + oening u Dœ5! : Cross-sections arallel to BC-lane are ellises. The surface is called an ellitic araboloid. The D-axis, corresonding to the minus sign, is the axis of the araboloid. B C +, Examle: D œ! Bœ!: trace is arabola oening u Cœ!: trace is arabola oening don Dœ5Á! : Cross-sections arallel to BC-lane are hyerbolas. The surface is called a hyerbolic araboloid. [Can do , 11-28, (classify only); Ch 12 T/F Quiz all 1-22; Ch 12 Revie 1-7, 11-13, 15-22, 24, 25, 27-36]

7

8

9 Dr. Nestler - Math 11 - Chater 13 - Vector-valued Functions and Sace Curves Introduction Defns. Let H be a set of real numbers. A vector-valued function < ith domain H assigns to each number > H a vector <Ð>Ñ. Write < ÀH ÄZ, $ < Ð>Ñ œ 0Ð>Ñ3 s 1Ð>Ñ4 s 2Ð>Ñ5 s œ Ø0Ð>Ñß 1Ð>Ñß 2Ð>ÑÙ. For > H, e dra <Ð>Ñas a osition vector ST, and call T the endoint of <Ð>Ñ. Examle: Find the domain of <Ð>Ñ œ ln >ß " & >ß. > $ Defns. A (sace) curve determined by < Ð>Ñ œ Ø0Ð>Ñß 1Ð>Ñß 2Ð>ÑÙ ith 0, 1 and 2 continuous on an interval Mis a set GœÖÐBßCßDÑ $ ÀBœ0Ð>Ñ, Cœ1Ð>Ñ, Dœ2Ð>Ñ, > M. The equations B œ 0Ð>Ñ, C œ 1Ð>Ñ and D œ 2Ð>Ñ are arametric equations for G. The orientation of the curve is the direction determined by increasing values of the arameter >. The curve is smooth if 0, 1 and 2 are continuous and not all zero excet ossibly at an endoint.

10 Examle: Describe and sketch the curve G determined by < Ð>Ñ œ Ø sin >ß & cos >ß $>Ù, >!. Thm. (Math 8, section 10.2,. 693) The arc length of a smooth lane curve G given by arametric equations B œ 0Ð>Ñ, C œ 1Ð>Ñ, > Ò+ß,Ó is P œ Ð0 Ð>ÑÑ Ð1 Ð>ÑÑ.>. +, Thm. If a smooth sace curve G given by < Ð>Ñ œ Ø0Ð>Ñß 1Ð>Ñß 2Ð>ÑÙ is traced exactly once as > increases from + to,, then the length of G is P œ Ð0 Ð>ÑÑ Ð1 Ð>ÑÑ Ð2 Ð>ÑÑ.>, +, and this value is indeendent of the choice of arametric equations for G. This result can be extended to ieceise-smooth curves.

11 Examle: Find the length of the curve defined by arametric equations B œ " >, C œ %>, D œ $ >, > Ò!ß Ó. Examle: Describe and sketch the curve given by $ <Ð>ÑœØ>ß>ß>Ù> Ò!ß%Ó,. [Can do , 2, 7-13, 21-26, 29; ]

12 Dr. Nestler - Math Curvature (lecture 1 of 2) For the rest of Chater 13, e assume that the curve G is smooth and simle (it does not intersect itself excet ossibly at its endoints). Definition. Suose the curve G is given by the vector-valued function < Ð>Ñ œ Ø0Ð>Ñß 1Ð>Ñß 2Ð>ÑÙ, > Ò+ß,Ó. The arc length function for G is > > =Ð>Ñ œ Ð0 Ð?ÑÑ Ð1 Ð?ÑÑ Ð2 Ð?ÑÑ.? œ ll< Ð?Ñll.?. + + Think of =Ð>Ñ as "the length so far.".= By the Fundamental Theorem of Calculus, =Ð>Ñ is differentiable and œ ll< Ð>Ñll. Definition. The unit tangent vector is given by " X Ð>Ñ œ < Ð>Ñ at oints here < Ð>Ñ Á!. ll< Ð>Ñll.> X indicates the orientation of the curve, and llx Ð>Ñll œ " for all >. Definition. The curvature of G at a oint is a nonnegative scalar given by the function OÐ=Ñ œ.x.=. That is, curvature is the magnitude of the rate of change of the unit tangent vector ith resect to arc length. This definition uses arametrization by arc length, hich is a natural, intrinsic feature of the curve. Therefore curvature is defined to be indeendent of choice of arametrization. Suose that G has a smooth arametrization <Ð>Ñ here the arameter > need not reresent arc.= length. Since.> œ ll< Ð>Ñll! for all >, =Ð>Ñ is an increasing function, and therefore one-toone. Since =Ð>Ñ is one-to-one ith a nonzero derivative, e can conclude by the Inverse.> " Function Theorem (. 404) that there exists a differentiable inverse function >Ð=Ñ, and œ. Thus OÐ>Ñ œ.x.= œ.=.=.>

13 Examle: Calculate the curvature of a circle of radius +! at an arbitrary oint. Put its center at Ð!ß!Ñ and use the arametrization < Ð>Ñ œ Ø+ cos >ß + sin >Ùß > Ò!ß 1Ó. < Ð>Ñ œ Ø + sin >ß + cos >Ù ll< Ð>Ñll œ XÐ>Ñ œ XÐ>Ñœ <Ð>Ñ ll< Ð>Ñll œ llx Ð>Ñll œ So OÐ>Ñ œ Examle: Calculate the curvature of a line at an arbitrary oint. Let G be a line through a oint ÐB! ßC! ßD! Ñand arallel to a vector Ø+ß,ß-Ù. Then G BœB! +> is given by arametric equations CœC!,> DœD ->! So G is traced by the vector-valued function < Ð>Ñ œ ØB +>ß C,>ß D ->Ù. Its derivative is the constant vector-valued function magnitude ll< Ð>Ñll œ +, -.!!! <Ð>ÑœØ+ß,ß-Ù, hich has constant The unit tangent vector at any oint on the line is therefore constant: <Ð>Ñ XÐ>Ñ œ œ ß ß ll< Ð>Ñll +, - +, - +, - +, -. Thus X llx Ð>Ñll Ð>Ñ œ!, and so the curvature at an arbitrary oint on the line is OÐ>Ñ œ œ ll< Ð>Ñll

14 Theorem. OÐ>Ñ œ ll< Ð>Ñ < Ð>Ñll ll< Ð>Ñll$ Proof: By definition, XÐ>Ñ œ <Ð>Ñ ll< Ð>Ñll, so < œ ll<.= llx œ X. Differentiate this equation using the roduct rule:.> < œ.=.= X X. Take the cross-roduct:.>.> < <.=. =.=.=. =.= œ X X X œ ÐX XÑ ÐX XÑ œ.>.>.>.>.>.>.=.> ÐX X Ñ Since llx Ð>Ñll is constant for all >, X ¼ X so ll<.= < ll œ llx X ll œ œ So llx ll œ.> llx ll llx ll sin.= 1.>.=.> llx ll ll< < ll ll< < ll œ.= ll< ll.> llx ll ll< ll ll< < ll ll< ll$ Finally, Oœ œ. Examle: Find the curvature of the tisted cubic $ < Ð>Ñ œ Ø>ß > ß > Ù. < Ð>Ñ œ Ø"ß >ß $> Ù, so < Ð>Ñ œ Ø!ß ß '>Ù. < < œ ll < < ll œ OÐ>Ñ œ ll< < ll ll< ll$ œ [Can do , 33a]

15 Dr. Nestler - Math Curvature (lecture 2 of 2) Curvature measures ho quickly a smooth, simle curve is bending. We defined curvature by O œ ll.x.= ll, the magnitude of the rate of change of the unit tangent vector ith resect to arc length. At each oint on a smooth, simle curve, there is a ell-defined nonnegative curvature value. We roved that if a curve is given by a vector-valued function <Ð>Ñ, then OÐ>Ñ œ llx Ð>Ñll ll< Ð>Ñll œ ll< Ð>Ñ < Ð>Ñll ll< Ð>Ñll$ Examle: Find the curvature of the circular helix defined by Bœ+ cos >, Cœ+ sin >, Dœ,> Ð+!Ñ at an arbitrary oint. < Ð>Ñ œ Ø+ cos >ß + sin >ß,>Ù < Ð>Ñ œ Ø + sin >ß + cos >ß,Ù < Ð>Ñ œ Ø + cos >ß + sin >ß!Ù < < œ ll< < ll œ ll< ll œ OÐ>Ñ œ

16 Secial case (42): Suose that G is a lane curve ith arametric equations B œ 0Ð>Ñ, C œ 1Ð>Ñ. Then G is defined in $ by vector function < Ð>Ñ œ Ø0Ð>Ñß 1Ð>Ñß!Ù <Ð>ÑœØ0ß1ß!Ù < Ð>Ñ œ Ø0 ß1 ß!Ù < < œ Oœ To hel remember this formula, notice that the numerator is the absolute value of this 0 1 determinant: 0 1 Examle: Find the curvature of the curve BÐ>Ñ œ > sin >, CÐ>Ñ œ " cos > at the oint 1 TÐ "ß"Ñ. T corresonds to the value > œ BÐ>Ñœ BÐ>Ñœ CÐ>Ñœ CÐ>Ñœ 1 OÐ Ñ œ An even more secial case: Suose that G is a lane curve ith equation C œ 1ÐBÑ. Then < ÐBÑ œ ØBß 1ÐBÑß!Ù ith arameter B, so OÐBÑ œ Examle: Find the curvature of the arabola C œ B at Ð!ß!Ñ, Ð"ß "Ñ and Ðß %Ñ.. C œb, C œêoðbñœ

17 Examle: Find the oints on the curve Cœ/ B at hich the curvature is a maximum. B B C œ / C œ / lc l " ÐC Ñ OÐBÑ œ œ To maximize the function OÐBÑ, e find its critical OÐBÑœ $ oints using single-variable calculus: B $ B B $ B " B B $ œ! Ð" / Ñ Ð / Ñ / Ð" / Ñ Ð / Ñ Ð" / Ñ B B $B / Ð" / Ñ $/ " / B & œ! B / / " / $B B & œ! " " B œ ln œ ln œ ln So the only critical oint is B œ B B / Ð" / Ñ œ! B / œ " B " / œ Using the 1st or 2nd derivative test, e can verify that O has a maximum at this critical oint. [Can do 27-32, 38, 39, 43-46]

18

19 Dr. Nestler - Math Differentiable Functions [art 1] Facts from Calculus 1: If a real-valued function (1) 0 is continuous at +, 0ÐBÑ is differentiable at a number +, then (2) the curve C œ 0ÐBÑ has a nonvertical tangent line at Ð+ß 0Ð+ÑÑ, and (3) a small change (increment) in 0 near + can be aroximated using a differential. Math 11 Goal: Define "differentiable" so that if a function 0ÐBßCÑ is differentiable at Ð+ß,Ñ, then (1) 0 is continuous at Ð+ß,Ñ, (2) the surface D œ0ðbßcñhas a nonvertical tangent lane at Ð+ß,ß0Ð+ß,ÑÑ, and (3) a small change (increment) in 0 near Ð+ß,Ñcan be aroximated using a differential. Consider the case Cœ0ÐBÑ. If? Bis an increment of B, let? Cœ0Ð+? BÑ 0Ð+Ñ. If 0 is differentiable at +, then 0 Ð+Ñ œ lim exists.? C? B C BÄ! B Given an increment? B, let % œ 0 Ð+Ñ, so % is a function of? Band lim % œ!. Rerite as:? C? B œ0ð+ñ %? C œ Ð0 Ð+Ñ % Ñ? B BÄ! Thus? C œ Ð0 Ð+Ñ % Ñ? B here % is a function of? B and % Ä! as? B Ä!. % It can be shon that, conversely, the existence of such a number 0Ð+Ñand function is equivalent to the definition of differentiability for 0ÐBÑ. Definitions. Let D œ 0ÐBßCÑ. An increment of 0 is? D œ 0ÐB? BßC? CÑ 0ÐBßCÑ. The function 0 is differentiable at a oint Ð+ß,Ñ in its domain if (1) the artial derivatives 0 Ð+ß,Ñ and 0 Ð+ß,Ñ exist, and B (2) an increment?d at Ð+ß,Ñcan be exressed in the form C? Dœ 0 Ð+ß,Ñ %? B 0Ð+ß,Ñ %? Chere % and % are functions of Band B " C "? C such that %, % Ä! as? Band? C aroach 0. "

20 Examle: Sho that, according to the definition, the function each oint Ð+ß,Ñ in the lane. 0ÐBßCÑ œ B C is differentiable at Theorem. If 0ÐBßCÑ is differentiable at +ß,, then 0 is continuous at Ð+ß,Ñ. Proof: Since 0 is differentiable, given increments? Band? C, an increment of 0 at Ð+ß,Ñ can be ritten? D œ 0Ð+? Bß,? CÑ 0Ð+ß,Ñ Let Bœ+? B, Cœ,? C. Then œ 0 Ð+ß,Ñ %? B 0 Ð+ß,Ñ %? C. B " C? D œ 0ÐBß CÑ 0Ð+ß,Ñ œ 0 Ð+ß,Ñ % ÐB +Ñ 0 Ð+ß,Ñ % ÐC,Ñ B " C No let ÐBß CÑ Ä Ð+ß,Ñ, so? Bß? C Ä!: lim 0ÐBß CÑ 0Ð+ß,Ñ œ! ÐBß CÑÄÐ+ß,Ñ So lim ÐBß CÑÄÐ+ß,Ñ 0ÐBßCÑ œ 0Ð+ß,Ñ, as desired.

21 Theorem. If 0 and 0 exist in an oen disk containing Ð+ß,Ñand are continuous at Ð+ß,Ñ, then 0 B is differentiable at +ß,. C Proof: Next lecture. See also Aendix F. Examle: Prove that 0ÐBßCÑ œ BC C B is differentiable on its domain. if, Examle: We can sho that the function 0ÐBßCÑ œ " B C! has first artial! otherise derivatives at the origin, but the function is not continuous there, and so it is not differentiable there. The next examle shos that the converse of the first theorem above is false. Examle: We can sho that the function Dœ0ÐBßCÑœ B C is continuous at the origin, but the function does not have first artial derivatives there, and so it is not differentiable there. [Can do "Exlain hy the function is differentiable at the given oint," 43, 44, 46]

22 Dr. Nestler - Math Differentiable Functions (Part 2) Thm. Let 0ÐBßCÑ be a function of to variables. If 0 and 0 exist in an oen disk containing a oint Ð+ß,Ñ and they are continuous at +ß,, then 0 is differentiable at +ß,. Proof: An increment of D œ 0ÐBß CÑ at Ð+ß,Ñ is? D œ 0Ð+? Bß,? CÑ 0Ð+ß,Ñ. We must sho that e can rite this in the form? Dœ 0 Ð+ß,Ñ %? B 0Ð+ß,Ñ %? C B C B " C here the functions %", % Ä! as? B,? CÄ!. We can rite the increment as a sum (*)? D œ 0Ð+? Bß,? CÑ 0Ð+ß,? CÑ 0Ð+ß,? CÑ 0Ð+ß,Ñ For simlicity, assume? B,? C!. Let 1B œ0ðbß,? CÑ, hich is the function 0ith the C-comonent of its domain restricted to the value,? C. For small enough? Band? C, the single-variable function 1ÐBÑ is differentiable on the interval Ò+ß +? BÓ, and 1 ÐBÑ œ 0 ÐBß,? CÑ. (The size of the increments? Band? C is determined by the size of the disk in hich the first artials of 0 exist.) By the Mean Value Theorem,? Ð+ß+ 1Ð+? BÑ 1Ð+Ñ œ 1 Ð?Ñ? B? BÑ. Thus the first art of the sum (*) is 0Ð+? Bß,? CÑ 0Ð+ß,? CÑ œ 0BÐ?ß,? CÑ? B B for some number Similarly, the function 2ÐCÑ œ 0Ð+ß CÑ is differentiable on Ò,ß,? CÓ for small enough increments, and 2 ÐCÑ œ 0C Ð+ß CÑ. By the Mean Value Theorem, 2Ð,? CÑ 2Ð,Ñ œ 2 Ð@Ñ? C for some Ð,ß,? CÑ. Thus the second art of the sum (*) above is 0Ð+ß, CÑ 0Ð+ß,Ñ œ 0 C?? C

23 Rerite (*) using (1) and (2):? Dœ0 Ð?ß,? CÑ? B 0Ð+ß@Ñ? C B C œ 0 Ð+ß,Ñ 0 Ð?ß,? CÑ 0 Ð+ß,Ñ? B 0 Ð+ß,Ñ 0 0 Ð+ß,Ñ? C. B B B C C C As? BÄ! and? CÄ!,?Ä+ and so % Ä! and % Ä! since 0, 0 are continuous at Ð+ß,Ñ. Thus 0 is differentiable at Ð+ß,Ñ. " B C Notes: 1. There is a stronger result that says if both first artial derivatives are defined in an oen disk containing the oint and if at least one of them is continuous at the oint, then the function must be differentiable at the oint. 2. The converse of the theorem is false. See the class homeage for an examle of a differentiable function ith discontinuous first artial derivatives.

24

25 Math 11 - Dr. Nestler - Revie of Definite Integrals from Math 7 (Calculus 1) Definitions. Suose a function 0 is continuous on a closed interval Ò+ß,Ó. Divide Ò+ß,Óinto 8 subintervals ÒB ß B Ó of equal length? B, and choose a number ( samle oint) A in 3 " 3 3 ÒB ßBÓfor each 3œ"ßáß8. The exression 0ÐAÑ? B is called a Riemann sum 3 " 3 3 3œ" for 0 on Ò+ß,Ó. If it exists, the number lim 0ÐA Ñ? Bis called the definite integral +, 8 8Ä 3œ" of 0 on Ò+ß,Ó, denoted by 0ÐBÑ.B, and e say 0 is integrable on Ò+ß,Ó. 8 3 Theorem. If 0 is continuous on Ò+ß,Ó, then 0 is integrable on Ò+ß,Ó., If 0 is continuous and nonnegative on Ò+ß,Ó, then + 0ÐBÑ.B equals the area under the grah of Cœ0ÐBÑ from + to,. Fundamental Theorem of Calculus: Each continuous function 0 on a closed interval Ò+ß,Ó has an, antiderivative J on Ò+ß,Ó, and + 0ÐBÑ.B œ J Ð,Ñ J Ð+Ñ.

26

27

28

29

30

31 Dr. Nestler - Math Indeendence Of Path $ Definitions. A region H in ( ) is oen if for each oint : H, there exists a disk (ball) centered at : contained in H. An oen region is connected if each air of oints in H can be joined by a ieceise-smooth curve lying in H. From no on, the domain H of a vector field is an oen, connected region. Theorem. If J is a continuous vector field on a region H, then line integrals of J in H are indeendent of ath if and only if J is conservative. Proof: ( É ) This imlication follos from the Fundamental Theorem of Line Integrals: if J œ f0 for a scalar function 0, then f0.< œ 0Ð< Ð,ÑÑ 0Ð< Ð+ÑÑ. G ( Ê ) Suose J ÐBß CÑ œ ØT ÐBß CÑß UÐBß CÑÙ, and line integrals of J in H are indeendent of ÐBß CÑ ath. Let ÐB ß C Ñ be a fixed oint in H. Define a scalar function by 0ÐBß CÑ œ J.<!! for ÐBß CÑ H. We ill sho that f0 œ J. ÐB ß C Ñ Given a oint ÐBß CÑ H, H contains a disk centered at ÐBß CÑ, since H is oen. Choose a oint ÐB" ß CÑ in the disk ith B" Á B, and let G consist of a ath G" from ÐB! ß C! Ñ to ÐB" ß CÑ folloed by the horizontal line segment from to. Then G ÐB ßCÑ ÐBßCÑ "!!

32 0ÐBßCÑœ J.< J.< ÐB œ J.< J " ßCÑ.< Differentiate both sides ith resect to B: G G ÐB ß C Ñ G "!! œ J.< J.< `0 ` ÐB" ßCÑ ` `B `B ÐB ß C Ñ `B `0 `B!! œ J.< ` `B On G, C is constant so.c is!. Rerite the revious equation using the comonent form of the line integral: `0 `B œ T.B U.C ` `B G ` œ TÐ>ßCÑ.> œ TÐBßCÑby the Fundamental Theorem of Calculus. `B B B " G G Similarly, e could sho `0 `C œuðbßcñ, using a vertical line segment instead of a horizontal one. Thus J œ ØT ß UÙ œ Ø0Bß 0CÙ œ f0, as desired.

33

34

35

36 Dr. Nestler - Math Proof of a secial case of the Stokes Theorem Suose the surface W is the grah of D œ 1ÐBßCÑ ith ÐBßCÑ in a lane region H, and 1 has continuous 2nd artials. If W is oriented uard, then the ositive orientation of G corresonds to the ositive orientation of its rojection G", the boundary of H. Let ØBÐ>Ñß CÐ>ÑÙ, > Ò+ß,Ó be a arametrization of G". Then BÐ>Ñß CÐ>Ñß 1 BÐ>Ñß CÐ>Ñ, > Ò+ß,Óis a arametrization of G. Let J œøtßußvùbe a vector field hose comonent functions have continuous 1st artials on a region containing W. Then, (1) J.< œ J Ð< Ð>ÑÑ < Ð>Ñ.> G +,.B `D.B `D +.>.> `B.> `C.> (2) œ.c T U V.C.>, `D.B `D + `B.> `C.> (3) œ T V U V.C.> (4) œ `D T V.B `D U V.C G " `B ` (5) œ `D U V ` `D T V `B `C `C `B.E H (6) œ U U V V V H `D ` D `D `D `D B D `B `B`C B`C D `B `C `D ` D `D `D `D T T V V V.E C D `C `C`B C `B D `C `B `D `D (7) œ ÐVC UDÑ `B ÐTD VBÑ `C ÐUB TCÑ.E H (8) œ ØV U ßT V ßU T Ù Ø `Bß `Cß"Ù.E H `C C D D B B C (9) œ curl J 8.W. W `D `D

37

38 Dr. Nestler - Math Conservative Vector Fields Theorem. Given a vector field J ith continuous first artial derivatives on a simly connected domain H, the folloing are equivalent: (1) J is conservative. (2) Line integrals of J are indeendent of ath. (3) G J.<œ! for all closed curves G. (4) The cross artial derivatives of J are equal. (5) J is irrotational. Proof: We roved (1) Í (2) Í (3) and (1) Í (4). (1) Ê (5): roved on in (5) Ê (3): This is a corollary of the Stokes Theorem. If G is a simle closed smooth curve in H, then an advanced theorem states that G is the boundary of a smooth oriented surface W in H. By the Stokes Theorem, J.< œ Ðcurl JÑ.W œ G!.W œ!. W W Note: Imlications (4) Ê (1) and (5) Ê (1) require the simle connectivity of the domain.

39

Engineering Mathematics (E35 317) Final Exam December 18, 2007

Engineering Mathematics (E35 317) Final Exam December 18, 2007 Engineering Mathematics (E35 317) Final Exam December 18, 2007 This exam contains 18 multile-choice roblems orth to oints each, five short-anser roblems orth one oint each, and nine true-false roblems

More information

Engineering Mathematics (E35 317) Final Exam December 15, 2006

Engineering Mathematics (E35 317) Final Exam December 15, 2006 Engineering Mathematics (E35 317) Final Exam December 15, 2006 This exam contains six free-resonse roblems orth 36 oints altogether, eight short-anser roblems orth one oint each, seven multile-choice roblems

More information

Engineering Mathematics (E35 317) Exam 3 November 7, 2007

Engineering Mathematics (E35 317) Exam 3 November 7, 2007 Engineering Mathematics (E35 317) Exam 3 November 7, 2007 This exam contains four multile-choice roblems worth two oints each, twelve true-false roblems worth one oint each, and four free-resonse roblems

More information

e) D œ < f) D œ < b) A parametric equation for the line passing through Ð %, &,) ) and (#,(, %Ñ.

e) D œ < f) D œ < b) A parametric equation for the line passing through Ð %, &,) ) and (#,(, %Ñ. Page 1 Calculus III : Bonus Problems: Set 1 Grade /42 Name Due at Exam 1 6/29/2018 1. (2 points) Give the equations for the following geometrical objects : a) A sphere of radius & centered at the point

More information

Short Solutions to Practice Material for Test #2 MATH 2421

Short Solutions to Practice Material for Test #2 MATH 2421 Short Solutions to Practice Material for Test # MATH 4 Kawai (#) Describe recisely the D surfaces listed here (a) + y + z z = Shere ( ) + (y ) + (z ) = 4 = The center is located at C (; ; ) and the radius

More information

Dr. Nestler - Math 2 - Ch 3: Polynomial and Rational Functions

Dr. Nestler - Math 2 - Ch 3: Polynomial and Rational Functions Dr. Nestler - Math 2 - Ch 3: Polynomial and Rational Functions 3.1 - Polynomial Functions We have studied linear functions and quadratic functions Defn. A monomial or power function is a function of the

More information

AP Calculus Testbank (Chapter 10) (Mr. Surowski)

AP Calculus Testbank (Chapter 10) (Mr. Surowski) AP Calculus Testbank (Chater 1) (Mr. Surowski) Part I. Multile-Choice Questions 1. The grah in the xy-lane reresented by x = 3 sin t and y = cost is (A) a circle (B) an ellise (C) a hyerbola (D) a arabola

More information

EXCERPTS FROM ACTEX CALCULUS REVIEW MANUAL

EXCERPTS FROM ACTEX CALCULUS REVIEW MANUAL EXCERPTS FROM ACTEX CALCULUS REVIEW MANUAL Table of Contents Introductory Comments SECTION 6 - Differentiation PROLEM SET 6 TALE OF CONTENTS INTRODUCTORY COMMENTS Section 1 Set Theory 1 Section 2 Intervals,

More information

Math 1AA3/1ZB3 Sample Test 3, Version #1

Math 1AA3/1ZB3 Sample Test 3, Version #1 Math 1AA3/1ZB3 Sample Test 3, Version 1 Name: (Last Name) (First Name) Student Number: Tutorial Number: This test consists of 16 multiple choice questions worth 1 mark each (no part marks), and 1 question

More information

You may have a simple scientific calculator to assist with arithmetic, but no graphing calculators are allowed on this exam.

You may have a simple scientific calculator to assist with arithmetic, but no graphing calculators are allowed on this exam. Math 131 Exam 3 Solutions You may have a simple scientific calculator to assist ith arithmetic, but no graphing calculators are alloed on this exam. Part I consists of 14 multiple choice questions (orth

More information

jf 00 (x)j ds (x) = [1 + (f 0 (x)) 2 ] 3=2 (t) = jjr0 (t) r 00 (t)jj jjr 0 (t)jj 3

jf 00 (x)j ds (x) = [1 + (f 0 (x)) 2 ] 3=2 (t) = jjr0 (t) r 00 (t)jj jjr 0 (t)jj 3 M73Q Multivariable Calculus Fall 7 Review Problems for Exam The formulas in the box will be rovided on the exam. (s) dt jf (x)j ds (x) [ + (f (x)) ] 3 (t) jjt (t)jj jjr (t)jj (t) jjr (t) r (t)jj jjr (t)jj

More information

Math 131 Exam 4 (Final Exam) F04M

Math 131 Exam 4 (Final Exam) F04M Math 3 Exam 4 (Final Exam) F04M3.4. Name ID Number The exam consists of 8 multiple choice questions (5 points each) and 0 true/false questions ( point each), for a total of 00 points. Mark the correct

More information

Part I consists of 14 multiple choice questions (worth 5 points each) and 5 true/false question (worth 1 point each), for a total of 75 points.

Part I consists of 14 multiple choice questions (worth 5 points each) and 5 true/false question (worth 1 point each), for a total of 75 points. Math 131 Exam 1 Solutions Part I consists of 14 multiple choice questions (orth 5 points each) and 5 true/false question (orth 1 point each), for a total of 75 points. 1. The folloing table gives the number

More information

Math 131, Exam 2 Solutions, Fall 2010

Math 131, Exam 2 Solutions, Fall 2010 Math 131, Exam 2 Solutions, Fall 2010 Part I consists of 14 multiple choice questions (orth 5 points each) and 5 true/false questions (orth 1 point each), for a total of 75 points. Mark the correct anser

More information

0.1 Practical Guide - Surface Integrals. C (0,0,c) A (0,b,0) A (a,0,0)

0.1 Practical Guide - Surface Integrals. C (0,0,c) A (0,b,0) A (a,0,0) . Practical Guide - urface Integrals urface integral,means to integrate over a surface. We begin with the stud of surfaces. The easiest wa is to give as man familiar eamles as ossible ) a lane surface

More information

d) Find the equation of the circle whose extremities of a diameter are (1,2) and (4,5).

d) Find the equation of the circle whose extremities of a diameter are (1,2) and (4,5). ` KUKATPALLY CENTRE IPE MAT IIB Imortant Questions a) Find the equation of the circle whose centre is (-, ) and which asses through (,6) b) Find the equation of the circle assing through (,) and concentric

More information

Dr. H. Joseph Straight SUNY Fredonia Smokin' Joe's Catalog of Groups: Direct Products and Semi-direct Products

Dr. H. Joseph Straight SUNY Fredonia Smokin' Joe's Catalog of Groups: Direct Products and Semi-direct Products Dr. H. Joseph Straight SUNY Fredonia Smokin' Joe's Catalog of Groups: Direct Products and Semi-direct Products One of the fundamental problems in group theory is to catalog all the groups of some given

More information

, the parallel cross sections are equilateral triangles perpendicular to the y axis. h) The base of a solid is bounded by y

, the parallel cross sections are equilateral triangles perpendicular to the y axis. h) The base of a solid is bounded by y Worksheet # Math 8 Name:. Each region bounded by the following given curves is revolved about the line indicated. Find the volume by any convenient method. a) y, -ais; about -ais. y, ais; about y ais.

More information

= 1 3. r in. dr in. 6 dt = 1 2 A in. dt = 3 ds

= 1 3. r in. dr in. 6 dt = 1 2 A in. dt = 3 ds . B. Consider the octagon slit u into eight isosceles triangles with vertex angle o and base angles o /. We want to calculate the aothem using the tangent half-angle formula and a right triangle with base

More information

Find the equation of a plane perpendicular to the line x = 2t + 1, y = 3t + 4, z = t 1 and passing through the point (2, 1, 3).

Find the equation of a plane perpendicular to the line x = 2t + 1, y = 3t + 4, z = t 1 and passing through the point (2, 1, 3). CME 100 Midterm Solutions - Fall 004 1 CME 100 - Midterm Solutions - Fall 004 Problem 1 Find the equation of a lane erendicular to the line x = t + 1, y = 3t + 4, z = t 1 and assing through the oint (,

More information

PART I. Multiple choice. 1. Find the slope of the line shown here. 2. Find the slope of the line with equation $ÐB CÑœ(B &.

PART I. Multiple choice. 1. Find the slope of the line shown here. 2. Find the slope of the line with equation $ÐB CÑœ(B &. Math 1301 - College Algebra Final Exam Review Sheet Version X This review, while fairly comprehensive, should not be the only material used to study for the final exam. It should not be considered a preview

More information

Good Things about the Gudermannian. A Series Illustrating Innovative Forms of the Organization & Exposition of Mathematics by Walter Gottschalk

Good Things about the Gudermannian. A Series Illustrating Innovative Forms of the Organization & Exposition of Mathematics by Walter Gottschalk Good Things about the Gudermannian #88 of Gottschalk s Gestalts A Series Illustrating Innovative Forms of the Organization & Eosition of Mathematics by Walter Gottschalk Infinite Vistas Press PVD RI 003

More information

236 Chapter 4 Applications of Derivatives

236 Chapter 4 Applications of Derivatives 26 Chapter Applications of Derivatives Î$ &Î$ Î$ 5 Î$ 0 "Î$ 5( 2) $È 26. (a) g() œ ( 5) œ 5 Ê g () œ œ Ê critical points at œ 2 and œ 0 Ê g œ ± )(, increasing on ( _ß 2) and (!ß _), decreasing on ( 2 ß!)!

More information

Simplifications to Conservation Equations

Simplifications to Conservation Equations Chater 5 Simlifications to Conservation Equations 5.1 Steady Flow If fluid roerties at a oint in a field do not change with time, then they are a function of sace only. They are reresented by: ϕ = ϕq 1,

More information

Product Measures and Fubini's Theorem

Product Measures and Fubini's Theorem Product Measures and Fubini's Theorem 1. Product Measures Recall: Borel sets U in are generated by open sets. They are also generated by rectangles VœN " á N hich are products of intervals NÞ 3 Let V be

More information

The Rational Numbers

The Rational Numbers The Rational Numbers Fields The system of integers that e formally defined is an improvement algebraically on the hole number system = (e can subtract in ) But still has some serious deficiencies: for

More information

Proofs Involving Quantifiers. Proof Let B be an arbitrary member Proof Somehow show that there is a value

Proofs Involving Quantifiers. Proof Let B be an arbitrary member Proof Somehow show that there is a value Proofs Involving Quantifiers For a given universe Y : Theorem ÐaBÑ T ÐBÑ Theorem ÐbBÑ T ÐBÑ Proof Let B be an arbitrary member Proof Somehow show that there is a value of Y. Call it B œ +, say Þ ÐYou can

More information

SIMULATION - PROBLEM SET 1

SIMULATION - PROBLEM SET 1 SIMULATION - PROBLEM SET 1 " if! Ÿ B Ÿ 1. The random variable X has probability density function 0ÐBÑ œ " $ if Ÿ B Ÿ.! otherwise Using the inverse transform method of simulation, find the random observation

More information

EXERCISES Practice and Problem Solving

EXERCISES Practice and Problem Solving EXERCISES Practice and Problem Solving For more ractice, see Extra Practice. A Practice by Examle Examles 1 and (ages 71 and 71) Write each measure in. Exress the answer in terms of π and as a decimal

More information

Curves I: Curvature and Torsion. Table of contents

Curves I: Curvature and Torsion. Table of contents Math 48 Fall 07 Curves I: Curvature and Torsion Disclaimer. As we have a textbook, this lecture note is for guidance and sulement only. It should not be relied on when rearing for exams. In this lecture

More information

Lectures 12: The Second Fundamental Form. Table of contents

Lectures 12: The Second Fundamental Form. Table of contents ectures 1: The Second Fundamental Form Disclaimer. As we have a textbook, this lecture note is for guidance sulement only. It should not be relied on when rearing for exams. In this lecture we introduce

More information

QUIZ ON CHAPTER 4 - SOLUTIONS APPLICATIONS OF DERIVATIVES; MATH 150 FALL 2016 KUNIYUKI 105 POINTS TOTAL, BUT 100 POINTS = 100%

QUIZ ON CHAPTER 4 - SOLUTIONS APPLICATIONS OF DERIVATIVES; MATH 150 FALL 2016 KUNIYUKI 105 POINTS TOTAL, BUT 100 POINTS = 100% QUIZ ON CHAPTER - SOLUTIONS APPLICATIONS OF DERIVATIVES; MATH 150 FALL 016 KUNIYUKI 105 POINTS TOTAL, BUT 100 POINTS = 100% = x + 5 1) Consider f x and the grah of y = f x in the usual xy-lane in 16 x

More information

You may not start to read the questions printed on the subsequent pages until instructed to do so by the Invigilator.

You may not start to read the questions printed on the subsequent pages until instructed to do so by the Invigilator. NAURAL SCIENCES RIPOS Part IA Wednesday 5 June 2005 9 to 2 MAHEMAICS (2) Before you begin read these instructions carefully: You may submit answers to no more than six questions. All questions carry the

More information

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0

Solution sheet ξi ξ < ξ i+1 0 otherwise ξ ξ i N i,p 1 (ξ) + where 0 0 Advanced Finite Elements MA5337 - WS7/8 Solution sheet This exercise sheets deals with B-slines and NURBS, which are the basis of isogeometric analysis as they will later relace the olynomial ansatz-functions

More information

MATH 6210: SOLUTIONS TO PROBLEM SET #3

MATH 6210: SOLUTIONS TO PROBLEM SET #3 MATH 6210: SOLUTIONS TO PROBLEM SET #3 Rudin, Chater 4, Problem #3. The sace L (T) is searable since the trigonometric olynomials with comlex coefficients whose real and imaginary arts are rational form

More information

-aε Lecture 4. Subjects: Hyperbolic orbits. Interplanetary transfer. (1) Hyperbolic orbits

-aε Lecture 4. Subjects: Hyperbolic orbits. Interplanetary transfer. (1) Hyperbolic orbits 6.50 Lecture 4 ubjects: Hyerbolic orbits. Interlanetary transfer. () Hyerbolic orbits The trajectory is still described by r, but now we have ε>, so that the +! cos" radius tends to infinity at the asymtotic

More information

SOLUTIONS TO THE FINAL - PART 1 MATH 150 FALL 2016 KUNIYUKI PART 1: 135 POINTS, PART 2: 115 POINTS, TOTAL: 250 POINTS

SOLUTIONS TO THE FINAL - PART 1 MATH 150 FALL 2016 KUNIYUKI PART 1: 135 POINTS, PART 2: 115 POINTS, TOTAL: 250 POINTS SOLUTIONS TO THE FINAL - PART MATH 5 FALL 6 KUNIYUKI PART : 5 POINTS, PART : 5 POINTS, TOTAL: 5 POINTS No notes, books, or calculators allowed. 5 points: 45 problems, pts. each. You do not have to algebraically

More information

Statics and dynamics: some elementary concepts

Statics and dynamics: some elementary concepts 1 Statics and dynamics: some elementary concets Dynamics is the study of the movement through time of variables such as heartbeat, temerature, secies oulation, voltage, roduction, emloyment, rices and

More information

90 Chapter 5 Logarithmic, Exponential, and Other Transcendental Functions. Name Class. (a) (b) ln x (c) (a) (b) (c) 1 x. y e (a) 0 (b) y.

90 Chapter 5 Logarithmic, Exponential, and Other Transcendental Functions. Name Class. (a) (b) ln x (c) (a) (b) (c) 1 x. y e (a) 0 (b) y. 90 Chapter 5 Logarithmic, Eponential, and Other Transcendental Functions Test Form A Chapter 5 Name Class Date Section. Find the derivative: f ln. 6. Differentiate: y. ln y y y y. Find dy d if ey y. y

More information

OXFORD UNIVERSITY. MATHEMATICS, JOINT SCHOOLS AND COMPUTER SCIENCE WEDNESDAY 4 NOVEMBER 2009 Time allowed: hours

OXFORD UNIVERSITY. MATHEMATICS, JOINT SCHOOLS AND COMPUTER SCIENCE WEDNESDAY 4 NOVEMBER 2009 Time allowed: hours OXFORD UNIVERSITY MATHEMATICS, JOINT SCHOOLS AND COMPUTER SCIENCE WEDNESDAY 4 NOVEMBER 2009 Time allowed: 2 1 2 hours For candidates alying for Mathematics, Mathematics & Statistics, Comuter Science, Mathematics

More information

THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN

THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN INTERNATIONAL JOURNAL OF GEOMETRY Vol. 5 (2016), No. 1, 31-38 THE ERDÖS - MORDELL THEOREM IN THE EXTERIOR DOMAIN PETER WALKER Abstract. We show that in the Erd½os-Mordell theorem, the art of the region

More information

2. Let 0 be as in problem 1. Find the Fourier coefficient,&. (In other words, find the constant,& the Fourier series for 0.)

2. Let 0 be as in problem 1. Find the Fourier coefficient,&. (In other words, find the constant,& the Fourier series for 0.) Engineering Mathematics (ESE 317) Exam 4 April 23, 200 This exam contains seven multiple-choice problems worth two points each, 11 true-false problems worth one point each, and some free-response problems

More information

Math 751 Lecture Notes Week 3

Math 751 Lecture Notes Week 3 Math 751 Lecture Notes Week 3 Setember 25, 2014 1 Fundamental grou of a circle Theorem 1. Let φ : Z π 1 (S 1 ) be given by n [ω n ], where ω n : I S 1 R 2 is the loo ω n (s) = (cos(2πns), sin(2πns)). Then

More information

f(x) p(x) =p(b)... d. A function can have two different horizontal asymptotes...

f(x) p(x) =p(b)... d. A function can have two different horizontal asymptotes... Math Final Eam, Fall. ( ts.) Mark each statement as either true [T] or false [F]. f() a. If lim f() =and lim g() =, then lim does not eist......................!5!5!5 g() b. If is a olynomial, then lim!b

More information

Chapter Eight The Formal Structure of Quantum Mechanical Function Spaces

Chapter Eight The Formal Structure of Quantum Mechanical Function Spaces Chapter Eight The Formal Structure of Quantum Mechanical Function Spaces Introduction In this chapter, e introduce the formal structure of quantum theory. This formal structure is based primarily on the

More information

Principles of Computed Tomography (CT)

Principles of Computed Tomography (CT) Page 298 Princiles of Comuted Tomograhy (CT) The theoretical foundation of CT dates back to Johann Radon, a mathematician from Vienna who derived a method in 1907 for rojecting a 2-D object along arallel

More information

= =5 (0:4) 4 10 = = = = = 2:005 32:4 2: :

= =5 (0:4) 4 10 = = = = = 2:005 32:4 2: : MATH LEC SECOND EXAM THU NOV 0 PROBLEM Part (a) ( 5 oints ) Aroximate 5 :4 using a suitable dierential. Show your work carrying at least 6 decimal digits. A mere calculator answer will receive zero credit.

More information

Inner Product Spaces

Inner Product Spaces Inner Product Spaces In 8 X, we defined an inner product? @? @?@ ÞÞÞ? 8@ 8. Another notation sometimes used is? @? ß@. The inner product in 8 has several important properties ( see Theorem, p. 33) that

More information

On the stability and integration of Hamilton-Poisson systems on so(3)

On the stability and integration of Hamilton-Poisson systems on so(3) Rendiconti di Matematica, Serie VII Volume 37, Roma (016), 1 4 On the stability and integration of Hamilton-Poisson systems on so(3) R. M. ADAMS R. BIGGS W. HOLDERBAUM C. C. REMSING Abstract: We consider

More information

Mollifiers and its applications in L p (Ω) space

Mollifiers and its applications in L p (Ω) space Mollifiers and its alications in L () sace MA Shiqi Deartment of Mathematics, Hong Kong Batist University November 19, 2016 Abstract This note gives definition of mollifier and mollification. We illustrate

More information

B œ c " " ã B œ c 8 8. such that substituting these values for the B 3 's will make all the equations true

B œ c   ã B œ c 8 8. such that substituting these values for the B 3 's will make all the equations true System of Linear Equations variables Ð unknowns Ñ B" ß B# ß ÞÞÞ ß B8 Æ Æ Æ + B + B ÞÞÞ + B œ, "" " "# # "8 8 " + B + B ÞÞÞ + B œ, #" " ## # #8 8 # ã + B + B ÞÞÞ + B œ, 3" " 3# # 38 8 3 ã + 7" B" + 7# B#

More information

Math 121: Calculus 1 - Fall 2012/2013 Review of Precalculus Concepts

Math 121: Calculus 1 - Fall 2012/2013 Review of Precalculus Concepts Introduction Math : Calculus - Fall 0/0 Review of Precalculus Concets Welcome to Math - Calculus, Fall 0/0! This roblems in this acket are designed to hel you review the toics from Algebra and Precalculus

More information

Solutions to Assignment #02 MATH u v p 59. p 72. h 3; 1; 2i h4; 2; 5i p 14. p 45. = cos 1 2 p!

Solutions to Assignment #02 MATH u v p 59. p 72. h 3; 1; 2i h4; 2; 5i p 14. p 45. = cos 1 2 p! Solutions to Assignment #0 MATH 41 Kawai/Arangno/Vecharynski Section 1. (I) Comlete Exercises #1cd on. 810. searation to TWO decimal laces. So do NOT leave the nal answer as cos 1 (something) : (c) The

More information

EXERCISES Chapter 7: Transcendental Functions. Hyperbolic Function Values and Identities

EXERCISES Chapter 7: Transcendental Functions. Hyperbolic Function Values and Identities 54 Chapter 7: ranscendental Functions EXERCISES 7.8 perbolic Function Values and Identities Each of Eercises 4 gives a value of sinh or cosh. Use the definitions and the identit cosh - sinh = to find the

More information

SECTION 5: FIBRATIONS AND HOMOTOPY FIBERS

SECTION 5: FIBRATIONS AND HOMOTOPY FIBERS SECTION 5: FIBRATIONS AND HOMOTOPY FIBERS In this section we will introduce two imortant classes of mas of saces, namely the Hurewicz fibrations and the more general Serre fibrations, which are both obtained

More information

Example Let VœÖÐBßCÑ À b-, CœB - ( see the example above). Explain why

Example Let VœÖÐBßCÑ À b-, CœB - ( see the example above). Explain why Definition If V is a relation from E to F, then a) the domain of V œ dom ÐVÑ œ Ö+ E À b, F such that Ð+ß,Ñ V b) the range of V œ ran( VÑ œ Ö, F À b+ E such that Ð+ß,Ñ V " c) the inverse relation of V œ

More information

CMSC 425: Lecture 4 Geometry and Geometric Programming

CMSC 425: Lecture 4 Geometry and Geometric Programming CMSC 425: Lecture 4 Geometry and Geometric Programming Geometry for Game Programming and Grahics: For the next few lectures, we will discuss some of the basic elements of geometry. There are many areas

More information

SVM example: cancer classification Support Vector Machines

SVM example: cancer classification Support Vector Machines SVM example: cancer classification Support Vector Machines 1. Cancer genomics: TCGA The cancer genome atlas (TCGA) will provide high-quality cancer data for large scale analysis by many groups: SVM example:

More information

Calculation of gravity due to a vertical cylinder using a spherical harmonic series and numerical integration

Calculation of gravity due to a vertical cylinder using a spherical harmonic series and numerical integration CSIRO PUBISHING Exloration Geohysics htt://dx.doi.org/.7/eg43 Calculation of gravity due to a vertical cylinder using a sherical harmonic series and numerical integration Sung-Ho Na,3 Hyoungrea Rim,3,4

More information

Digital Communications: An Overview of Fundamentals

Digital Communications: An Overview of Fundamentals IMPERIAL COLLEGE of SCIENCE, TECHNOLOGY and MEDICINE, DEPARTMENT of ELECTRICAL and ELECTRONIC ENGINEERING. COMPACT LECTURE NOTES on COMMUNICATION THEORY. Prof Athanassios Manikas, Spring 2001 Digital Communications:

More information

É' B > Page 1 Calculus III : Project 1 /40 Due 9/09/2016 "Þ Ð3 points) Compute the following derivatives.

É' B > Page 1 Calculus III : Project 1 /40 Due 9/09/2016 Þ Ð3 points) Compute the following derivatives. Page 1 Calculus III : Project 1 /40 _ Due 9/09/2016 "Þ Ð3 points) Compute the following derivatives. The Mathematica website http://library.wolfram.com/webmathematica/education/walkd.jsp shows how to calculate

More information

Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11

Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11 Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11 Due date: Name: Note: Write your answers using positive exponents. Radicals are nice, but not required. ex: Write 1 x 2 not x 2. ex: x is nicer

More information

Complex Analysis Homework 1

Complex Analysis Homework 1 Comlex Analysis Homework 1 Steve Clanton Sarah Crimi January 27, 2009 Problem Claim. If two integers can be exressed as the sum of two squares, then so can their roduct. Proof. Call the two squares that

More information

Honors Calculus II Spring 2002

Honors Calculus II Spring 2002 92142 301 Honors Calculus II Spring 2002 Instructors James Graham-Eagle ( Kiwi), OS215 (x2712), jamesgrahameagle@umledu Gilbert rown, E220 (x3166), gilbertbrown@umledu Office Hours TA Text James Stewart,

More information

( ) = 1 t + t. ( ) = 1 cos x + x ( sin x). Evaluate y. MTH 111 Test 1 Spring Name Calculus I

( ) = 1 t + t. ( ) = 1 cos x + x ( sin x). Evaluate y. MTH 111 Test 1 Spring Name Calculus I MTH Test Spring 209 Name Calculus I Justify all answers by showing your work or by proviing a coherent eplanation. Please circle your answers.. 4 z z + 6 z 3 ez 2 = 4 z + 2 2 z2 2ez Rewrite as 4 z + 6

More information

1. Classify each number. Choose all correct answers. b. È # : (i) natural number (ii) integer (iii) rational number (iv) real number

1. Classify each number. Choose all correct answers. b. È # : (i) natural number (ii) integer (iii) rational number (iv) real number Review for Placement Test To ypass Math 1301 College Algebra Department of Computer and Mathematical Sciences University of Houston-Downtown Revised: Fall 2009 PLEASE READ THE FOLLOWING CAREFULLY: 1. The

More information

ACTEX. SOA Exam P Study Manual. With StudyPlus Edition Samuel A. Broverman, Ph.D., ASA. ACTEX Learning Learn Today. Lead Tomorrow.

ACTEX. SOA Exam P Study Manual. With StudyPlus Edition Samuel A. Broverman, Ph.D., ASA. ACTEX Learning Learn Today. Lead Tomorrow. ACTEX SOA Exam P Study Manual With StudyPlus + StudyPlus + gives you digital access* to: Flashcards & Formula Sheet Actuarial Exam & Career Strategy Guides Technical Skill elearning Tools Samples of Supplemental

More information

MTH234 Chapter 15 - Multiple Integrals Michigan State University

MTH234 Chapter 15 - Multiple Integrals Michigan State University MTH24 Chater 15 - Multile Integrals Michigan State University 6 Surface Area Just as arc length is an alication of a single integral, surface area is an alication of double integrals. In 15.6 we comute

More information

668 Chapter 11 Parametric Equatins and Polar Coordinates

668 Chapter 11 Parametric Equatins and Polar Coordinates 668 Chapter Parametric Equatins and Polar Coordinates 5. sin ( sin Á r and sin ( sin Á r Ê not symmetric about the x-axis; sin ( sin r Ê symmetric about the y-axis; therefore not symmetric about the origin

More information

1. Solve for x and express your answers on a number line and in the indicated notation: 2

1. Solve for x and express your answers on a number line and in the indicated notation: 2 PreCalculus Honors Final Eam Review Packet June 08 This acket rovides a selection of review roblems to hel reare you for the final eam. In addition to the roblems in this acket, you should also redo all

More information

Solutions to Problem Set 5

Solutions to Problem Set 5 Solutions to Problem Set Problem 4.6. f () ( )( 4) For this simle rational function, we see immediately that the function has simle oles at the two indicated oints, and so we use equation (6.) to nd the

More information

MATH 2710: NOTES FOR ANALYSIS

MATH 2710: NOTES FOR ANALYSIS MATH 270: NOTES FOR ANALYSIS The main ideas we will learn from analysis center around the idea of a limit. Limits occurs in several settings. We will start with finite limits of sequences, then cover infinite

More information

CALCULUS I. Practice Problems Integrals. Paul Dawkins

CALCULUS I. Practice Problems Integrals. Paul Dawkins CALCULUS I Practice Problems Integrals Paul Dawkins Table of Contents Preface... Integrals... Introduction... Indefinite Integrals... Comuting Indefinite Integrals... Substitution Rule for Indefinite Integrals...

More information

Suggestions - Problem Set (a) Show the discriminant condition (1) takes the form. ln ln, # # R R

Suggestions - Problem Set (a) Show the discriminant condition (1) takes the form. ln ln, # # R R Suggetion - Problem Set 3 4.2 (a) Show the dicriminant condition (1) take the form x D Ð.. Ñ. D.. D. ln ln, a deired. We then replace the quantitie. 3ß D3 by their etimate to get the proper form for thi

More information

Math 1431 Final Exam Review. 1. Find the following limits (if they exist): lim. lim. lim. lim. sin. lim. cos. lim. lim. lim. n n.

Math 1431 Final Exam Review. 1. Find the following limits (if they exist): lim. lim. lim. lim. sin. lim. cos. lim. lim. lim. n n. . Find the following its (if they eist: sin 7 a. 0 9 5 b. 0 tan( 8 c. 4 d. e. f. sin h0 h h cos h0 h h Math 4 Final Eam Review g. h. i. j. k. cos 0 n nn e 0 n arctan( 0 4 l. 0 sin(4 m. cot 0 = n. = o.

More information

3.4 Design Methods for Fractional Delay Allpass Filters

3.4 Design Methods for Fractional Delay Allpass Filters Chater 3. Fractional Delay Filters 15 3.4 Design Methods for Fractional Delay Allass Filters Above we have studied the design of FIR filters for fractional delay aroximation. ow we show how recursive or

More information

Math 129 Past Exam Questions

Math 129 Past Exam Questions Math 9 Past Exam Questions Here are some questions that appeared on common exams in past semesters. This is not a sample exam, but it is a reasonable guide to the style and level of common exam given by

More information

MORE TRIGONOMETRIC FUNCTIONS

MORE TRIGONOMETRIC FUNCTIONS CHAPTER MORE TRIGONOMETRIC FUNCTIONS The relationshis among the lengths of the sides of an isosceles right triangle or of the right triangles formed by the altitude to a side of an equilateral triangle

More information

Math 143 Final Review - Version B page 1

Math 143 Final Review - Version B page 1 Math Final Review - Version B age. Simlif each of the following. cos a) + sin cos (log = log ) c) log (log ) log d) log log log e) cos sin cos f) sin cos + cos sin g) log sin h) sin tan i) + tan log j)

More information

ε i (E j )=δj i = 0, if i j, form a basis for V, called the dual basis to (E i ). Therefore, dim V =dim V.

ε i (E j )=δj i = 0, if i j, form a basis for V, called the dual basis to (E i ). Therefore, dim V =dim V. Covectors Definition. Let V be a finite-dimensional vector sace. A covector on V is real-valued linear functional on V, that is, a linear ma ω : V R. The sace of all covectors on V is itself a real vector

More information

Elementary Analysis in Q p

Elementary Analysis in Q p Elementary Analysis in Q Hannah Hutter, May Szedlák, Phili Wirth November 17, 2011 This reort follows very closely the book of Svetlana Katok 1. 1 Sequences and Series In this section we will see some

More information

7. The olynomial P (x) =x, 9x 4 +9x, 4x +4x, 4 can be written in the form P (x) =(x, ) n Q(x), where n is a ositive integer and Q(x) is not divisible

7. The olynomial P (x) =x, 9x 4 +9x, 4x +4x, 4 can be written in the form P (x) =(x, ) n Q(x), where n is a ositive integer and Q(x) is not divisible . Which of the following intervals contains all of the real zeros of the function g(t) =t, t + t? (a) (,; ) (b) ( ; ) (c) (,; ) (d) (; ) (e) (,; ) 4 4. The exression ((a), + b), is equivalent to which

More information

INJECTIVITY RADIUS AND DIAMETER OF THE MANIFOLDS OF FLAGS IN THE PROJECTIVE PLANES

INJECTIVITY RADIUS AND DIAMETER OF THE MANIFOLDS OF FLAGS IN THE PROJECTIVE PLANES INJECTIVITY RADIUS AND DIAMETER OF THE MANIFOLDS OF FLAGS IN THE PROJECTIVE PLANES THOMAS PÜTTMANN Abstract. The manifolds of flags in the rojective lanes RP, CP, HP, and OP are among the very few comact

More information

8œ! This theorem is justified by repeating the process developed for a Taylor polynomial an infinite number of times.

8œ! This theorem is justified by repeating the process developed for a Taylor polynomial an infinite number of times. Taylor and Maclaurin Series We can use the same process we used to find a Taylor or Maclaurin polynomial to find a power series for a particular function as long as the function has infinitely many derivatives.

More information

SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY

SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY SECTION 12: HOMOTOPY EXTENSION AND LIFTING PROPERTY In the revious section, we exloited the interlay between (relative) CW comlexes and fibrations to construct the Postnikov and Whitehead towers aroximating

More information

Series Handout A. 1. Determine which of the following sums are geometric. If the sum is geometric, express the sum in closed form.

Series Handout A. 1. Determine which of the following sums are geometric. If the sum is geometric, express the sum in closed form. Series Handout A. Determine which of the following sums are geometric. If the sum is geometric, exress the sum in closed form. 70 a) k= ( k ) b) 50 k= ( k )2 c) 60 k= ( k )k d) 60 k= (.0)k/3 2. Find the

More information

Central Force Motion Challenge Problems

Central Force Motion Challenge Problems Central Force Motion Challenge Problems Problem 1: Ellitic Orbit A satellite of mass m s is in an ellitical orbit around a lanet of mass m which is located at one focus of the ellise. The satellite has

More information

No calculators, books, notebooks or any other written materials are allowed. Question Points Score Total: 40

No calculators, books, notebooks or any other written materials are allowed. Question Points Score Total: 40 Be sure this exam has 6 ages including the cover The University of British Columbia MATH 317, Section 11, Instructor Tai-Peng Tsai Midterm Exam 1 October 16 Family Name Student Number Given Name Signature

More information

Solutions to Test #2 (Kawai) MATH 2421

Solutions to Test #2 (Kawai) MATH 2421 Solutions to Test # (Kawai) MATH 4 (#) Each vector eld deicted below is a characterization of F (; ) hm; Ni : The directions of all eld vectors are correct, but the magnitudes are scaled for ease of grahing.

More information

Systems of Equations 1. Systems of Linear Equations

Systems of Equations 1. Systems of Linear Equations Lecture 1 Systems of Equations 1. Systems of Linear Equations [We will see examples of how linear equations arise here, and how they are solved:] Example 1: In a lab experiment, a researcher wants to provide

More information

Notes on Optical Pumping Procedure & Theory

Notes on Optical Pumping Procedure & Theory Notes on Otical Puming Procedure & Theory Pre-lab 1. Why is the exeriment called otical uming? What is umed? 2. What is the exerimental signature of having cancelled all magnetic fields in the samle cell?

More information

Théorie Analytique des Probabilités

Théorie Analytique des Probabilités Théorie Analytique des Probabilités Pierre Simon Laplace Book II 5 9. pp. 203 228 5. An urn being supposed to contain the number B of balls, e dra from it a part or the totality, and e ask the probability

More information

Singular Frégier Conics in Non-Euclidean Geometry

Singular Frégier Conics in Non-Euclidean Geometry Singular Frégier onics in on-euclidean Geometry Hans-Peter Schröcker University o Innsbruck, Austria arxiv:1605.07437v1 [math.mg] 24 May 2016 May 25, 2016 The hyotenuses o all right triangles inscribed

More information

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2,

Math 4400/6400 Homework #8 solutions. 1. Let P be an odd integer (not necessarily prime). Show that modulo 2, MATH 4400 roblems. Math 4400/6400 Homework # solutions 1. Let P be an odd integer not necessarily rime. Show that modulo, { P 1 0 if P 1, 7 mod, 1 if P 3, mod. Proof. Suose that P 1 mod. Then we can write

More information

Statistical machine learning and kernel methods. Primary references: John Shawe-Taylor and Nello Cristianini, Kernel Methods for Pattern Analysis

Statistical machine learning and kernel methods. Primary references: John Shawe-Taylor and Nello Cristianini, Kernel Methods for Pattern Analysis Part 5 (MA 751) Statistical machine learning and kernel methods Primary references: John Shawe-Taylor and Nello Cristianini, Kernel Methods for Pattern Analysis Christopher Burges, A tutorial on support

More information

Mathematics. Class 12th. CBSE Examination Paper 2015 (All India Set) (Detailed Solutions)

Mathematics. Class 12th. CBSE Examination Paper 2015 (All India Set) (Detailed Solutions) CBSE Eamination Paer (All India Set) (Detailed Solutions) Mathematics Class th z z. We have, z On aling R R R, we get z z z z (/) Taking common ( z) from R common from R, we get ( z)( ) z ( z)( ) [ R R

More information

The University of the State of New York REGENTS HIGH SCHOOL EXAMINATION COURSE III. Wednesday, August 16, :30 to 11:30 a.m.

The University of the State of New York REGENTS HIGH SCHOOL EXAMINATION COURSE III. Wednesday, August 16, :30 to 11:30 a.m. The University of the State of New York REGENTS HIGH SCHOOL EXAMINATION THREE-YEAR SEQUENCE FOR HIGH SCHOOL MATHEMATICS COURSE III Wednesday, August 6, 000 8:0 to :0 a.m., only Notice... Scientific calculators

More information

19th Bay Area Mathematical Olympiad. Problems and Solutions. February 28, 2017

19th Bay Area Mathematical Olympiad. Problems and Solutions. February 28, 2017 th Bay Area Mathematical Olymiad February, 07 Problems and Solutions BAMO- and BAMO- are each 5-question essay-roof exams, for middle- and high-school students, resectively. The roblems in each exam are

More information

POINTS ON CONICS MODULO p

POINTS ON CONICS MODULO p POINTS ON CONICS MODULO TEAM 2: JONGMIN BAEK, ANAND DEOPURKAR, AND KATHERINE REDFIELD Abstract. We comute the number of integer oints on conics modulo, where is an odd rime. We extend our results to conics

More information