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...MAT 123: First Year Seminar Day 2 Handout September 6, 2005 Department Degree Programs, Dropping Courses, Mid-Semester Grades
Introductions Dr. Janet McShane Office: AMB 121, 523-1252 Office Hours: M 1-2:45 pm; T 3-3:50 pm; W 1:50-2:40 pm; Th 4-5 ...
...CAREERS IN OPERATIONS RESEARCH
Shafiu Jibrin
An example operations research problem - car manufacturing problem
How many cars to make to maximize profit? A car manufacturer wants to produce two types of cars, model A and model B. The manufacturer ...
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461 MAT Assignment D - Solutions Posted November 12 (1) Assume f (z) is analytic on and inside the circle |z| = 4. Show that if f (z) = 0 for every z such that |z| = 4, then f (z) = 0 for every z such that |z| < 4 as well. (That is, show that if f (z) = 0 on the circle, then f (z) = 0 inside too.) By the Maximum Modulus Principle (or more specifically, the corollary on pg 171), the maximum value of |f (z)| in the circle |z| 4 must occur on the boundary |z| = 4. Since f (z) = 0 on the boundary, |f (z)| 0 inside the circle. This implies that f (z) = 0 inside the circle. Another way: Let C denote the circle and let z0 be a point interior to the circle. Then the conditions necessary for the Cauchy Integral Formula hold, and we can write f (z0 ) = 1 2i f (z) dz z - z0 C Since f (z) = 0 on C (and z - z0 = 0 on C), the integral on the right is zero and so f (z0 ) = 0. This works for all point inside C, so f (z) = 0 in the whole inside of C. (2) Find the Taylor series of the given function, expanded about the given point z0 . (a) f (z) = ez , z0 = i 2 ez = ez- 2 + 2 (z - i )n i 2 2 = e n! n=0 i i = n=0 i(z - i )n 2 n! (b) f (z) = z , 4 + z2 z0 = 0 z z 1 = +4 4 1 + z42 z = 4 = = n=0 z2 (-1) n=0 n z2 4 n z 4 n=0 (-1)n 2n z 4n (-1)n 2n+1 z 4n+1 1 NOTE: For questions (3),(4) and (5), C represents the circle radius 2, center 0, positively oriented. (3) (a) Find the Laurent series which represents f (z) = z sin in the region 0 < |z| < . sin( 1 ) = z2 = n=0 1 z2 (-1)n n=0 ( z12 )2n+1 (2n + 1)! 1 1 4n+2 (2n + 1)! z (-1)n 1 1 1 1 - + - + 2 6 10 z 3!z 5!z 7!z 14 1 1 1 (-1)n z sin( 2 ) = 4n+1 z (2n + 1)! z n=0 = = (b) Evaluate the following integral: z sin C 1 1 1 1 - + - + z 3!z 5 5!z 9 7!z 13 1 z2 Since dz the contour C is simple, closed, positive, around z = 0 and in the region where the Laurent Series from part 3(a) is valid, we can evaluate this integral by taking b1 1 (the coefficient of z ) and multiplying it by 2i. We see that b1 = 1. So z sin C 1 z2 1 dz = 2i (4) Evaluate the integral C ze z dz 1-z 1 by finding b2 (coefficient of 1 ) z2 ez valid for 1 < |z| < . in the Laurent expansion of 1-z e 1 z = n=0 1 1 n! z n 1 1 1 + + + 2 z 2!z 3!z 3 1 1 1 = 1-z z 1 -1 z = 1+ 2 = = 1 -1 1 z1- z 1 z n=0 -1 zn for 1 <1 z 1 1 1 - 2 - 3 - z z z 1 1 1 1 = - - 2 - 3 - 4 - z z z z 1 1 1 1 1 1 1 ez = (1 + + 2 + 3 + ) (- - 2 - 3 - ) 1-z z 2z 6z z z z -1 1 1 1 = + (-1 - 1) 2 + (-1 - 1 - ) 3 + z z 2 z 1 = z -1 - 1 By multiplying the series for e z and 1-z above, we see that b2 = -2 for the Laurent series valid for 1 < |z| < . Since C is simple, closed, positive, around |z| = 1 and in the region where our series is valid, we know that: 1 b2 1 z 1 = 2i C ez 1-z 1 (z - 0)1 dz C ze dz = 2i(-2) = -4i 1-z (5) Find the residue at z = 0 for the following function f (z) = Use this residue to evaluate the integral z 2 (3 1 - z) 1 z 2 (3 - z) C 1 1 1 = 3-z 31- 1 = 3 z 3 n=0 1 n z 3n z z2 z3 1 + 2 + 3 + 4 + = 3 3 3 3 1 1 1 1 z = + 2 + 3 + 4 + 2 (3 - z) 2 z 3z 3z 3 3 The above Laurent Series is valid for 0 < |z| < 3, so the residue at z = 0 is 1 . By 9 Cauchy's Residue Theorem, we know an integral around a closed simple positive contour 3 C is equal to 2i times the sum of the residues at the singularities inside C. z = 0 is the only singularity inside C (the other, at z = 3, is outside). So the integral z 2 (3 1 2i dz = - z) 9 C 4
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ASU >> MAT >> 461 (Fall, 2007)
MAT 461 Assignment E - Solutions Posted November 30th 2007 Evaluate the following integrals, where C is the circle |z| = 5 in the positive sense. (1) sin z dz - 1)(z + 10) C The function has singularities at z = 1, -1, -10 of which 1, -1 are inside t...
ASU >> MAT >> 461 (Fall, 2007)
MAT 461 Assignment A - Solutions (1) Sketch the set of points detemined by the given condition. a. filled in circle, radius 5, center 1 - 2i. The circle should pass through the origin. b. line y = x c. circle radius 1, center -2i d. all below the l...
ASU >> MAT >> 461 (Fall, 2007)
MAT 461 Suggested Problems B (Posted September 17th 2007) (1) ex 2 -y 2 ei2xy = ex 2 -y 2 cos(2xy) + iex cos(2xy) 2 -y 2 sin(2xy) 2 -y 2 u(x, y) = e x2 -y 2 ux = 2xe = e v(x, y) = e uy = e x2 -y 2 cos(2xy) - 2yex sin(2xy) x2 -y 2 x2 -y 2 ...
ASU >> MAT >> 371 (Fall, 2007)
Advanced Calculus, Supplement and Solutions Horst R. Thieme, Arizona State University, Fall 2007. updated December 4, 2007 2 Chapter 1 The real numbers 1.1 Ordered Fields [1, Sec.11] We use the following symbols: N set of natural numbers (without...
ASU >> MAT >> 300 (Spring, 2007)
Mathematical Structures Horst R. Thieme Arizona State University, Supplementary Course Notes Spring 2007. c April 30, 2007 2 Chapter 1 Logic and Proof 1.1 Logical connectives 1.1.1 Example (logical equivalence). We consider the following stateme...
ASU >> PHY >> 122 (Spring, 2007)
Projectile Motion (1) Introduction and Theory: Consider a projectile motion of a ball as shown in Fig. 1. At t = 0 the ball is released at the position (0, y0) with horizontal velocity vx. Figure 1. The system of coordinates for the projectile moti...
ASU >> PHY >> 122 (Spring, 2007)
PHY 122 LAB : Rotational Motion Introduction: In this lab we will see how a constant torque creates a constant angular acceleration for a rigid body rotating about its CM. We\'ll see that the moment of inertia depends on the rotation axis for a given ...
ASU >> PHY >> 122 (Spring, 2007)
PHY 122 LAB: Springs and oscillators Introduction In this lab we will measure the static behavior (stretch vs. force) of simple springs, practice linear fits to find the static spring constant, then make an oscillator and test the relationship betwe...
ASU >> PHY >> 122 (Spring, 2007)
PHY 122 LAB : Vectors and Statics. Introduction Statics is concerned with the application of Newton\' laws to things which don\'t accelerate. Examples include the design of bridges, elasticity (forces within deformed material) and the forces which act ...
ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 252 (Spring, 2008)
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ASU >> PHY >> 132 (Fall, 2007)
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ASU >> PHY >> 132 (Fall, 2007)
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ASU >> PHY >> 132 (Fall, 2007)
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ASU >> PHY >> 132 (Fall, 2007)
PHY 132 LAB LRC circuit (phases) Introduction \"Phase\" means the relative advance or retardation (expressed in radians) of one wave with respect to another. Two waves whose crests coincide are said to be \"in phase\" - if the crests of one lie over the ...
ASU >> PHY >> 132 (Fall, 2007)
PHY 132 LAB : Ohm\'s Law Introduction: In this lab, we look at the concepts of electrical resistance and resistivity. Text Reference: Young & Freedman 25:2-3. Special equipment notes: 1. Note the tips on wiring and meters attached at the end of this l...
ASU >> PHY >> 132 (Fall, 2007)
PHY 132 LAB : Oscilloscope Introduction In this lab, we consider AC signals, and use of the oscilloscope. This material is out of sequence with PHY131, but the concepts are not difficult. Text Reference: Young & Freedman 26.1. The oscilloscope (scope...
ASU >> PHY >> 132 (Fall, 2007)
PHY 132 LAB: Resonance in LRC circuit Introduction In this lab we will measure the steady-state behavior of a resonant system. Specifically we will look at the forced response of a series LRC circuit to a sinewave input. This builds on the previous l...
ASU >> PHY >> 132 (Fall, 2007)
() 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 0.0 22.5 45.0 67.5 90.0 115.5 135.0 157.5 180.0 Data Set Ex Ey (N/C) (N/C) 260N/C -166N/C 166N/C -255N/C 71.7N/C -283N/C 47.2N/C -283N/C 166N/C -260N/C 260N/C -166N/C 283N/C -71.7N/C 283N...
UCSD >> BILD >> 1 (Fall, 2007)
NAME_ 2 nd MIDTERM 2 BILD1 Fall 2007 ID NUMBER_ MIDTERM BILD1 Fall 2007 PATRICK WAIVER: (please sign): By signing this waiver I give permission for this exam to be handed back to me in class and acknowledge that this may expose my score to view by...
UCSD >> BILD >> 1 (Fall, 2007)
NAME_ 1 st MIDTERM 1 BILD1 Fall 2007 ID NUMBER_ MIDTERM BILD1 Fall 2007 WAIVER: (please sign): By signing this waiver I give permission for this exam to be handed back to me in class and acknowledge that this may expose my score to view by other s...
Wake Forest >> HIST >> 101 (Spring, 2008)
ECO 105: Principles of Economic Theory Chapter 2 Sample Multiple-Choice Questions 1. What is the \"principle of comparative advantage\"? a) One\'s comparative advantage in production tends to increase the more one produces. b) A country should specializ...
Wake Forest >> HIST >> 101 (Spring, 2008)
ECO 105: Principles of Economic Theory Chapter 4 Answer Key for Sample Multiple-Choice Questions 1. c) is the correct answer. If marginal benefit is less than marginal cost, firms will not make a profit and, therefore, will not produce the good. 2. d...
Wake Forest >> HIST >> 101 (Spring, 2008)
ECO 105: Principles of Economic Theory Chapter 9 Answer Key for Sample Multiple-Choice Questions 1. d) is the correct answer. While it is true that resource demand is a derived demand, in general, the quantity of a resource demanded by firms falls as...
Wake Forest >> HIST >> 101 (Spring, 2008)
ECO 105: Principles of Economic Theory Chapter 5 Answer Key for Sample Multiple-Choice Questions 1. b) is the correct answer. The price elasticity of demand is defined as the sensitivity or responsiveness of the quantity demanded to a change in price...
Wake Forest >> HIST >> 101 (Spring, 2008)
ECO 105: Principles of Economic Theory Chapter 7 Answer Key for Sample Multiple-Choice Questions 1. b) is the correct answer. Economic profit is the difference between the firm\'s total revenue and all opportunity costs, both implicit and explicit. 2....
Valencia >> MAC >> 1140 (Spring, 2008)
MAC 1140 Module 8 Logarithmic Functions Rev.S08 Learning Objectives 1. 2. 3. 4. 5. 6. 7. 8. Upon completing this module, you should be able to evaluate the common logarithmic function. solve basic exponential and logarithmic equations. evaluate lo...
Valencia >> MAC >> 1140 (Spring, 2008)
MAC 1140 Module 6 Nonlinear Functions and Equations II Learning Objectives Upon completing this module, you should be able to 1. 2. 3. 4. 5. 6. 7. 8. identify a rational function and state its domain. find and interpret vertical asymptotes. find and...
University of New England >> DPPP >> 351 (Spring, 2008)
Chemical Purification and Separation (Part 2) Basic Techniques Purification Techniques continued Distillation Vacuum Distillation Steam Distillation Chromatography Column Chromatography Thin Layer Chromatography Gas Chromatography Vacuum Di...
Valencia >> MAC >> 1140 (Spring, 2008)
MAC 1140 Module 1 Introduction to Function and Graphs Learning Objectives Upon completing this module, you should be able to 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. recognize common sets of numbers. understand scientific notation and use it in applications. ...
Valencia >> MAC >> 1140 (Spring, 2008)
MAC 1140 Module 9 System of Equations and Inequalities I Rev.S08 Learning Objectives Upon completing this module, you should be able to 1. 2. 3. 4. 5. 6. 7. evaluate functions of two variables. apply the method of substitution. apply graphical and n...
UMiami >> CHM >> 111 (Spring, 2008)
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UMiami >> CHM >> 111 (Spring, 2008)
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UMiami >> CHM >> 111 (Spring, 2008)
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UMiami >> CHM >> 111 (Spring, 2008)
t. iD II J WJI\"y4 (Br, gl. L{r ,F. / / I I I ys ,i),4 54 w \'!)\"; ,J,n h. I I I i I i I I \'-1 Ptkry#1t:^*ml.4{, \"rtV\'A [. YteVfB4,frtrT{- It*wqvl [a.r- E.dl/ b] I -I I |I I t-\' t- i -(t,h.li^l f ll\'l^\'k tJ I. 8 o\\,\\ *\'noFhl , Yb\\ ...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
Chemistry 101-02 Fall 2006 Exam One Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, a key will be posted on the W...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
C h e m i st ry 1 0 1 - 0 1 Fall 2006 Exam Four 12.011 Carbon 6 Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, ...
Alabama Huntsville >> CPE >> 112 (Spring, 2008)
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Alabama Huntsville >> CPE >> 112 (Spring, 2008)
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Alabama Huntsville >> CPE >> 112 (Spring, 2008)
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Alabama Huntsville >> CH >> 101 (Spring, 2008)
C he m i str y 101- 01 Fall 2006 Exam Two Avocado\'s Number? Guacamole Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future refere...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
Chemistry 101-01 Fall 2006 Third Cerebral Hemorrhage Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, a key will be...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
Chemistry 101-01 Spring 2007 Third Cerebral Hemorrhage Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, a key will ...
Alabama Huntsville >> CPE >> 112 (Spring, 2008)
CPE 112 Exam 2 (150 pts) Fall 2006 Exam II Instructions Time Limit 65 Minutes Turn in all exam papers and the bubble sheet General Instructions: - Neatness counts! If the machine cannot read your answer, you will receive no credit. - This is a c...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
C he m i str y 101- 01 Spring 2007 Exam Two Avoc ado \'s Num ber? Guaca m ole Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
Chemistry 101-01 Spring 2007 Exam One Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, a key will be posted on the...
Alabama Huntsville >> CH >> 101 (Spring, 2008)
C h e m i st ry 1 0 1 - 0 1 Spring 2007 Exam Four Circle the correct answers on this exam and fill in the appropriate bubbles on the answer sheet using a # 2 pencil. Turn in the answer sheet, but keep this exam for future reference, a key will be po...
Penn State >> MATH >> 415 (Spring, 2008)
8.59 B = 2, = 10, 8.108 p = 0.67, n = 415 ^ 95% CI for p is p 1.96 ^ 9.2 n= 4 2 B2 = 100 p(1-^) ^ p n = 0.832 0.0153 = (0.817, 0.847) a E(^1 ) = 1 2 = , 2 E(^2 ) = 1 + 4 (n-2) 2(n-2) + 1 , 4 (n-2) 2 4(n-2)2 E(^3 ) = n n = 1 b V (^...
Penn State >> MATH >> 415 (Spring, 2008)
Stat 415 HW 9 i Stat 415 HW 9 ii ...
Penn State >> MATH >> 415 (Spring, 2008)
8.39 yn unif (0, ), a fy = 1 , y (0, ) Let Y(n) = max(Y1 , , Yn ), U = 1 Y(n) FU (u) = P ( 1 Y(n) u) = P (Y(n) u) = P (Y1 u, Yn u) () = P (Y u)n = u n un () = Because (*) : Y(n) is a maximum in Y1 , , Yn () : Y is random sampl...
Penn State >> MATH >> 415 (Spring, 2008)
4.129 Find y0 satisfying P (Y < y0 ) = 0.9. P (Y < y0 ) = 0.9 P (Y y0 ) = 0.1. -70 Since Y N (70, 122 ), Z = Y 12 N (0, 1). 0.1 = P (Z > 1.28) = P (Y > 85.36) by Normal table. 4.151 a Since 0 a 1, 1. f (y) = af1 (y) + 1 - af2 (y) 0 2. f (y)dy...
Penn State >> MATH >> 415 (Spring, 2008)
This confidence interval means that, with 90% chance, the true difference in proportion between the two groups is covered by this interval. Since 0 is not covered by this interval, with 90% confidence we can say that eating saturated fats do change r...
Penn State >> MATH >> 415 (Spring, 2008)
Stat 415 HW 10 14.1 If no lane is preferred over another, the probability that a car will be driven in lane 1, 2, 3, 4 is 1 H0 : p1 = p2 = p3 = p4 = , 4 4 1 4. H1 : Some lanes were preffered over another X = i=1 2 (ni - 250)2 [ni - E(ni )]2 = =...
Penn State >> MATH >> 250 (Fall, 2007)
\'. Math 250 Fdl 2007 Exa,nr I K\"l 5 ofl\"\\1 \"^\" NAME: ID\'No: SECTION: This ocam contains l0 questionson g pages (including this title page). This exa,nris worth a totd of 100 points. The exasr is broken into two parts. There are six multiple choice...
Penn State >> MATH >> 415 (Spring, 2008)
Stat 415 HW 6 10.2 The test statistic Y has a binomial distribution with n=20 and p a A type I error occurs if the experimenter concluded that the drug dosage level induces sleep in less that 80% of the people suffering form insomnia when, in fact, ...
Penn State >> MATH >> 415 (Spring, 2008)
8.2 ^ a Show that E(3 ) = ^ ^ ^ ^ ^ E(3 ) = E(a1 + (1 - a)2 ) = aE(1 ) + (1 - a)E(2 ) = a + (1 - a) = ^ ^ b Find a = arg min V ar()3 under 1 and 2 are independent. ^ ^ ^ ^ ^ Let L = var(3 ) = V ar(a1 + (1 - a)2 ) = a2 V ar(1 ) + (1 - a)2 var(2 ) =...
Penn State >> MATH >> 415 (Spring, 2008)
9.35 L(y1 , , yn |, ) = n -1 yi n = h(y1 , , yn )g( n Yi , ) By theorem 9.4, where h(y1 , , yn ) = 1, Yi is sufficient for 1 9.38The exponential distribution is given by f (y) = L(y1 , , yn |) = 1 e y1 / ey/ . Yi is sufficient...
Penn State >> MATH >> 250 (Fall, 2007)
!\"1* [l*^ s Math 250 Fall 2007 Exam 2 NAME: ID No: SECTION: This exarn contains 10 questionson 10 pages(including this title page). This exam is worth a total of 100 points. The exam is broken into two parts. There are six multiple choicequestions,e...
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