2.0 5-Minute Review: Polynomial Functions
|
|
- Samson Townsend
- 7 years ago
- Views:
Transcription
1 mat 3 day 3: intro to limits 5-Minute Review: Polynomial Functions You sould be familiar wit polynomials Tey are among te simplest of functions DEFINITION A polynomial is a function of te form y = p(x) = a n x n + a n x n + + a x + a, were n is a non-negative integer and eac a i is a real number (constant) If a n =, ten n is te degree of te polynomial (or igest power) Te domain of a polynomial is all real numbers, (, ) Note: Tese 5-minute reviews will be a feature of class for te first few weeks Tey cover material tat you sould already know Tey are meant to alert you to material tat tat is essential to te course and tat you sould review if it is not familiar to you Degree polynomials: Have te form y = a x + a and are just equations of lines Te more familiar form is y = mx + b (were m = a is te slope and b = a is te y-intercept) Degree polynomials: Have te form y = f (x) = a x + a x + a or y = ax + bx + c Tese are te familiar quadratic functions or parabolas Figure : Two parabolas (degree polynomials) Wen te coefficient of x is negative, te parabola is upsidedown y = x x + 3 y = x 3x Degree 3 polynomials: Have te form y = f (x) = a 3 x 3 + a x + a x + a Suc polynomials are also called cubics since te degree is 3 Suc polynomials can ave eiter,, or 3 roots Figure : Tree cubics (degree 3 polynomials) wit 3,, and roots, respectively YOU TRY IT Identify wic functions are polynomials and determine teir degree (a) p(x) = 4x 3 + x + (b) q(x) = 5x 7 x (c) r(t) = t + t (d) p(x) = sin(x + ) (e) s(x) = x x / + 7 (f ) q(t) = t 3 + t + (g) r(x) = () r(x) = 3 / x 4 x + π (i) f (x) = 3 x5 + 3x 4 + x (j) p(x) = 5x x /3 3 (k) g(x) = 6x + 4x + (l) q(x) = 3x 4x + x3 6 Answers to you try it Polynomials (degree): a (3), g (), (4), i (5), l (3)
2 Rates of Cange and te Slope Problem Slopes and Average Rates Goal: Recall tat our goal is to define te slope of a curve Key Observation: Te only slopes we know ow to calculate are slopes of lines We must someow use te slope of a line to determine te slope of a curve Find te line wit te same slope as te curve at te point in question Tis is called te tangent line 3 Set Up: Find te slope of y = f (x) at an arbitrary point (a, f (a)) on te curve f (a) f (x) f (a) Figure 3: Left: Te tangent line as te same slope as te curve at (a, f (a)) Rigt: Te secant line troug (a, f (a)) and (x, f (x)) a a x One of te ways we can find slopes is to use two points We ave one point (a, f (a)) We can get a second nearby point on te curve, call it (x, f (x)) Lines tat pass troug two distinct points of te curve are secant lines Te slope of te secant line troug (a, f (a)) and (x, f (x)) is given by te m sec = = difference quotient () Tis makes sense as long as x = a, ie, as long as te two points are distinct 4 Interpretation: If f represents position (distance) and x represents time, ten difference quotient = m sec = = position time = Average Velocity More generally, if f (x) represents any quantity and x represents time, ten te difference quotient represents te average rate of cange Tis interpretation is () Te term difference quotient as defined in () will be used repeated in tis course Make sure tat you are comfortable wit it
3 mat 3 day 3: intro to limits 3 wat makes calculus so useful in oter disciplines difference quotient = m sec = = Average Rate of Cange (3) Te difference quotient can be interpreted as average velocity, or average flow rate of a stream, average acceleration, etc Instantaneous Rates We ave identified average rates of cange as secant slopes of curves But our goal is to determine te slope of a curve rigt at a particular point (a, f (a)) on te curve, not an average slope between two different points (a, f (a)) and (x, f (x)) as in Figure 3 Figure 4 sows tat we can obtain a better approximation to te slope of a curve by letting te second point (x, f (x)) approac te point (a, f (a)) We indicate tis by using te symbol x a ( x approaces a ) We can interpret te figure as a time-lapse poto of x getting closer to a f (a) Figure 4: Left: Te secant lines troug (a, f (a)) and (x, f (x)) as x a better approximate te slope of te curve rigt at (a, f (a)) Rigt: Te tangent line tat we seek a x x x x a Tink of te curve as an icy road Te tangent slope rigt at te point (a, f a) is te direction tat a car would travel if it slammed on its brakes rigt at tat point and simply slid forward Te secant slopes of te lines in Figure 4 better approximate te tangent slope as x a So wat we want to do is let x a in te equation for te secant slope In oter words, as x a, m sec = slope of te curve at (a, f (a)) (4) If f (x) were position and x were time again, ten as x a, Average Velocity = Instantaneous Velocity at (a, f (a)) (5) But we can t just substitute x = a into eiter of tese expressions to get te slope (velocity) rigt at (a, f (a)) because we would end up wit wen x = a, f (a) f (a) a a = =???? (6) So wat does appen as x a? Te next example illustrates ow tis works out
4 mat 3 day 3: intro to limits 4 EXAMPLE Consider te function f (x) = x x near a = 3 wic is graped below Suppose tat tis represents te position (in meters) of an object moving along a straigt line and tat x represents time Find te instantaneous velocity of te object at a = 3 wic is te same as finding te slope tan of tis curve rigt at a = 3 SOLUTION We do so by calculating some average velocities (secant slopes) on te interval [a, x] = [3, x] as x gets closer and closer to a = 3 Let s begin: First find m sec (average velocity) on te interval [3, 5] From () Average Velocity = m sec = f (5) f (3) 5 3 = 5 3 = 6 (m/s) (7) Te secant line troug (3, f (3)) and (5, f (5)) wit slope 6 is drawn in Figure 5 Tis slope is a roug approximation of te slope of te curve rigt at (3, f (3)) Let s try for a better approximation: Coose x closer to a = 3 Try x = 4 Tis time Average Velocity = m sec = f (4) f (3) 4 3 = 8 3 = 5 (m/s) (8) Plot tis secant line troug (3, f (3)) and (4, f (4)) Does tis line appear to ave a slope closer to te slope of te curve rigt at (3, f (3)) tan our first secant line? Take a second and try one more point: Coose x closer still to a = 3 Try x = 35 Finis te calculation and plot te corresponding secant line Fill te value in te table Wat do you conclude? Average Velocity = m sec = f (35) f (3) 35 3 = (9) x m sec = ave vel on [3, x] 5 f (5) f (3) 5 3 = m/s OK, we could continue in tis way coosing lots of x s closer still to a = 3 and determine te corresponding secant slope Instead, let s do it for a general value of x On te inteval [3, x] we find 9 5 Figure 5: Determine te slope of f (x) = x x at x = 3 = 6 m/s Ave Vel = m sec = f (x) f (3) x 3 = (x x) 3 x 3 = (x + )(x 3) x 3 = x + m/s ()
5 mat 3 day 3: intro to limits 5 So for example, wen x = 5, te secant slope would be x + = 5 + = 6 Wen x = 4, te secant slope would be 4 + = 5 Or if x = 35, te secant slope would be 45 Tese matc te earlier calculations above Tis general calculation makes it is easy to fill in te table of values for te secant slopes We no longer ave to compute eac difference quotient individually We ave a formula tat gives us te slopes of te secant lines passing troug (3, f (3)) and (x, f (x)), namely m sec = x + Wen x = 3, m sec = 4 Stop! Take a moment to fill in te rest of te table Notice tat te formula works even if x < 3 Draw a few more secant lines in Figure 5 It sould be apparent from your table of values tat as x 3, m sec 4 Draw te line of slope 4 tat passes troug te point (3, f (3)) in Figure 5 Tis line is called te tangent line to y = f (x) at x = 3 It just touces te curve once near x = 3 Ceck your drawing Anoter way to say tis is tat as x 3, te average velocity 4 m/s We conclude tat 4 m/s is te instantaneous velocity rigt at time 3 One last point We can t just let x = 3 in () for te slope of te secant line oterwise we d ave f (3) f (3) m sec = 3 3 wic is nonsensical since it involves division by More Examples EXAMPLE (Finding te general formula for a secant slope) Let s(t) = 3t + t + (a) Find te average velocity or m sec on te interval [, ] (b) Find te formula for te average velocity on te general interval [, t] Use te formula to estimate m sec on te interval [, ] (c) Make a conjecture about m tan or te instantaneous velocity rigt at t = SOLUTION For (a) For (b) Ave Vel = s(t) s() t Ave Vel = m sec = s() s() = 3t + t + ( ) t = 9 ( ) = 3t + t + t = = 8 m/s ( 3t )(t ) t So on te interval [, ], te average velocity is 3() = 53 m/s Looks like m tan migt be 5 Wy? = 3t m/s EXAMPLE 3 (Using a table) Fill in te average velocities (m sec ) for s(t) = sin t on te intervals listed in te table Ten estimate m tan at t = Is factoring possible tis time? Time interval [, t] [, ] [, 5] [, ] [, ] [, ] Ave Vel SOLUTION Make sure your calculator is set in radians We get y = sin(t) sin() sin() Ave Vel = = sin() 689 sin(5) sin() Ave Vel = = sin(5) sin() sin() Ave Vel = = sin() sin() sin() Ave Vel = = sin() sin() sin() Ave Vel = = sin() Looks like m tan = No factoring is possible Figure 6: Wat is te slope of te red tangent line to y = s sin(t) at t =?
6 mat 3 day 3: intro to limits 6 Recap and a Pilosopical Problem Let s recap te important ideas we ve encountered We can interpret wat we ave done in a couple of different ways In te example above, Geometry: As x 3, te secant line tangent line to te curve at x = 3 In oter words, as x 3, m sec m tan = te slope of f (x) at x = 3 Motion: As x 3, te average velocity instantaneous velocity at x = 3 More generally for any quantity f (x) varying wit time, as x a, te average rate of cange instantaneous rate at x = a An Analogy: Tese observations can be combined into an analogy secant slope : average velocity :: tangent slope : instantaneous velocity (rate) In particular, if f (x) = x x, ten as x 3, te tangent slope = 4 = slope of te curve at x = 3 or te instantaneous velocity is 4 m/s at x = 3 3 Problems Finding te general formula for a secant slope Let f (x) = x + x + 3 Te point P = (4, 3) lies on te curve Suppose tat Q = (x, x + x + 3) is any oter point on te grap of f Find te slope of te secant line troug P and Q Simplify your answer Finding te general formula for a secant slope Let f (x) = x Te point P = ( 3, 6) lies on te curve Suppose tat Q = (x, x ) is any oter point on te grap of f Find te slope of te secant line troug P and Q Simplify your answer 3 Finding te general formula for a secant slope Let f (x) = x + 3 Te point P = (9, 6) lies on te curve Suppose tat Q = (x, x + 3) is any oter point on te grap of f Find te slope of te secant line troug P and Q Simplify your answer Big int: Multiply bot te numerator and denominator by x + 3 Te term x + 3 is te conjugate of te original numerator in te difference quotient Answers: x + 5; 6 x ; 3 x+3 4 (a) A secant line to te grap of a function y = f (x) is a line tat passes troug two points (a, f (a)) and (b, f (b)) on te curve (see below, left) Wat is te general formula for te slope m sec of te secant line containing te points (a, f (a)) and (b, f (b)) Tis general formula works for all functions 4 (a, f (a)) (b, f (b)) (b) Suppose we want secant lines for f (x) = x Use tis particular function in your formula for m sec Simplify te expression by factoring You now ave a formula for te slope of te secant, m sec, between any two points (a, f (a)) and (b, f (b)) on te curve y = x (c) Still assume tat f (x) = x Use your formula in part (b) to easily calculate te value of te slope m sec if a = and b = Tis is te slope of te secant line troug (, f ( )) and (, f ()) Wat is te equation of te line? Draw tis line
7 mat 3 day 3: intro to limits 7 on te grap (above, rigt) Find m sec and te equation of te secant line troug (, f ( )) and (, f ()) (d) If te secant line troug (, f ()) and (b, f (b)) as slope 7, wat is b? (e) More interesting Repeat part (b) for te function f (x) = x Tis gives a formula for m sec for te curve y = x Caution: Watc your algebra Ten use your formula to find te slope of secant troug (, f ()) and (, f ()) 5 Average velocity is cange in position over cange in time Wen distance is given by a function y = f (x), were x is time, ten average velocity is just cange in y over cange in x wic is just te secant slope again Assume a ball is trown upward from te roof of Gulick Hall so tat its position above te ground after x seconds is given by y = f (x) = 5x + x + 5 meters over te time interval x 5 (see grap) (a) Let (x, f (x)) be any point on te curve Find te general formula for te average velocity between (3, f (3)) and (x, f (x)) Remember: Tis is te same ting as finding m sec between tese two points using 3 and x instead of a and b as in te previous problem Simplify your answer Hint: First factor out 5 in te numerator (b) Use te formula from part (a) to evaulate average velocities in te table tat follows Tis is very easy (c) Wy is *!*&*%**%$***" in te table above? Time interval [3, x] Average velocity on [3, x] [3, 3] [3, 3] [3, 3] [3, 3] [3, 3] *!*&*%**%$*** [9999, 3] [999, 3] [99, 3] [9, 3] (d) Wat is te average velocity approacing as x gets close to 3? (e) Determine te instantaneous velocity at x = 3 Wat is m tan at x = 3? 6 Slope is simply te cange in y over te cange in x Tis is easy to compute for a straigt line But in calculus we will want to determine te slope of a curve y = f (x) Suppose tat represents te cange in x, ie, x canges from x to x + (instead of a to b) Ten y = f (x) canges from f (x) to f (x + ) So te slope becomes y f (x + ) f (x) = = x (x + ) x f (x + ) f (x) Care must be taken in computing and simplifying f (x + ) f (x) For example, if f (x) = x + ten f (x + ) f (x) = [(x + ) + ] [x + ] = x + x + + [x + ] = x + Notice ow it simplifies You sould be comfortable wit tis type of calculation Calculate f (x+) f (x) if = x + (a) f (x) = 3x + (b) f (x) = x (c) f (x) = x x
8 mat 3 day 3: intro to limits 8 7 (a) Find te equation of te tangent line to te circle at te point indicated Hint: How is te tangent line related to te radius? (b) Circles don t ave slopes in te usual sense But ow migt you define" te slope" of te circle at te point (3, )? 8 A unit semi-circle is drawn to te rigt and a general point is marked on it (a) Determine a formula for slope" of te circle at te point indicated (You will first need to find te y-coordinate of te point on te circle in terms of x) (b) Use your formula to calculate te slope of te circle wen x = 9 and wen x = 4 (c) Wat is te domain of your slope" function? (d) Use your formula to determine wen te slope is Does tat make sense given te grap? (e) Use your formula to determine wen te slope is positive Negative Compare to te grap Express your answers using interval notation 4 (3, ) Figure 7: Te circle for Problem 7 x Figure 8: Te semi-circle for Problem 8
Instantaneous Rate of Change:
Instantaneous Rate of Cange: Last section we discovered tat te average rate of cange in F(x) can also be interpreted as te slope of a scant line. Te average rate of cange involves te cange in F(x) over
More information2 Limits and Derivatives
2 Limits and Derivatives 2.7 Tangent Lines, Velocity, and Derivatives A tangent line to a circle is a line tat intersects te circle at exactly one point. We would like to take tis idea of tangent line
More informationDerivatives Math 120 Calculus I D Joyce, Fall 2013
Derivatives Mat 20 Calculus I D Joyce, Fall 203 Since we ave a good understanding of its, we can develop derivatives very quickly. Recall tat we defined te derivative f x of a function f at x to be te
More informationMath 113 HW #5 Solutions
Mat 3 HW #5 Solutions. Exercise.5.6. Suppose f is continuous on [, 5] and te only solutions of te equation f(x) = 6 are x = and x =. If f() = 8, explain wy f(3) > 6. Answer: Suppose we ad tat f(3) 6. Ten
More informationTangent Lines and Rates of Change
Tangent Lines and Rates of Cange 9-2-2005 Given a function y = f(x), ow do you find te slope of te tangent line to te grap at te point P(a, f(a))? (I m tinking of te tangent line as a line tat just skims
More informationf(a + h) f(a) f (a) = lim
Lecture 7 : Derivative AS a Function In te previous section we defined te derivative of a function f at a number a (wen te function f is defined in an open interval containing a) to be f (a) 0 f(a + )
More informationSections 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
More informationSAT Subject Math Level 1 Facts & Formulas
Numbers, Sequences, Factors Integers:..., -3, -2, -1, 0, 1, 2, 3,... Reals: integers plus fractions, decimals, and irrationals ( 2, 3, π, etc.) Order Of Operations: Aritmetic Sequences: PEMDAS (Parenteses
More informationMATHEMATICS FOR ENGINEERING DIFFERENTIATION TUTORIAL 1 - BASIC DIFFERENTIATION
MATHEMATICS FOR ENGINEERING DIFFERENTIATION TUTORIAL 1 - BASIC DIFFERENTIATION Tis tutorial is essential pre-requisite material for anyone stuing mecanical engineering. Tis tutorial uses te principle of
More informationf(x) f(a) x a Our intuition tells us that the slope of the tangent line to the curve at the point P is m P Q =
Lecture 6 : Derivatives and Rates of Cange In tis section we return to te problem of finding te equation of a tangent line to a curve, y f(x) If P (a, f(a)) is a point on te curve y f(x) and Q(x, f(x))
More informationACT Math Facts & Formulas
Numbers, Sequences, Factors Integers:..., -3, -2, -1, 0, 1, 2, 3,... Rationals: fractions, tat is, anyting expressable as a ratio of integers Reals: integers plus rationals plus special numbers suc as
More informationAverage and Instantaneous Rates of Change: The Derivative
9.3 verage and Instantaneous Rates of Cange: Te Derivative 609 OBJECTIVES 9.3 To define and find average rates of cange To define te derivative as a rate of cange To use te definition of derivative to
More informationLecture 10: What is a Function, definition, piecewise defined functions, difference quotient, domain of a function
Lecture 10: Wat is a Function, definition, piecewise defined functions, difference quotient, domain of a function A function arises wen one quantity depends on anoter. Many everyday relationsips between
More information2.1: The Derivative and the Tangent Line Problem
.1.1.1: Te Derivative and te Tangent Line Problem Wat is te deinition o a tangent line to a curve? To answer te diiculty in writing a clear deinition o a tangent line, we can deine it as te iting position
More informationSection 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
More information1.6. Analyse Optimum Volume and Surface Area. Maximum Volume for a Given Surface Area. Example 1. Solution
1.6 Analyse Optimum Volume and Surface Area Estimation and oter informal metods of optimizing measures suc as surface area and volume often lead to reasonable solutions suc as te design of te tent in tis
More informationCHAPTER 8: DIFFERENTIAL CALCULUS
CHAPTER 8: DIFFERENTIAL CALCULUS 1. Rules of Differentiation As we ave seen, calculating erivatives from first principles can be laborious an ifficult even for some relatively simple functions. It is clearly
More informationMath Test Sections. The College Board: Expanding College Opportunity
Taking te SAT I: Reasoning Test Mat Test Sections Te materials in tese files are intended for individual use by students getting ready to take an SAT Program test; permission for any oter use must be sougt
More informationThe Derivative as a Function
Section 2.2 Te Derivative as a Function 200 Kiryl Tsiscanka Te Derivative as a Function DEFINITION: Te derivative of a function f at a number a, denoted by f (a), is if tis limit exists. f (a) f(a+) f(a)
More informationThe EOQ Inventory Formula
Te EOQ Inventory Formula James M. Cargal Matematics Department Troy University Montgomery Campus A basic problem for businesses and manufacturers is, wen ordering supplies, to determine wat quantity of
More informationVerifying Numerical Convergence Rates
1 Order of accuracy Verifying Numerical Convergence Rates We consider a numerical approximation of an exact value u. Te approximation depends on a small parameter, suc as te grid size or time step, and
More informationNew Vocabulary volume
-. Plan Objectives To find te volume of a prism To find te volume of a cylinder Examples Finding Volume of a Rectangular Prism Finding Volume of a Triangular Prism 3 Finding Volume of a Cylinder Finding
More informationDetermine the perimeter of a triangle using algebra Find the area of a triangle using the formula
Student Name: Date: Contact Person Name: Pone Number: Lesson 0 Perimeter, Area, and Similarity of Triangles Objectives Determine te perimeter of a triangle using algebra Find te area of a triangle using
More informationChapter 11. Limits and an Introduction to Calculus. Selected Applications
Capter Limits and an Introduction to Calculus. Introduction to Limits. Tecniques for Evaluating Limits. Te Tangent Line Problem. Limits at Infinit and Limits of Sequences.5 Te Area Problem Selected Applications
More informationSAT Math Facts & Formulas
Numbers, Sequences, Factors SAT Mat Facts & Formuas Integers:..., -3, -2, -1, 0, 1, 2, 3,... Reas: integers pus fractions, decimas, and irrationas ( 2, 3, π, etc.) Order Of Operations: Aritmetic Sequences:
More informationf(x + h) f(x) h as representing the slope of a secant line. As h goes to 0, the slope of the secant line approaches the slope of the tangent line.
Derivative of f(z) Dr. E. Jacobs Te erivative of a function is efine as a limit: f (x) 0 f(x + ) f(x) We can visualize te expression f(x+) f(x) as representing te slope of a secant line. As goes to 0,
More informationIn other words the graph of the polynomial should pass through the points
Capter 3 Interpolation Interpolation is te problem of fitting a smoot curve troug a given set of points, generally as te grap of a function. It is useful at least in data analysis (interpolation is a form
More informationCHAPTER 7. Di erentiation
CHAPTER 7 Di erentiation 1. Te Derivative at a Point Definition 7.1. Let f be a function defined on a neigborood of x 0. f is di erentiable at x 0, if te following it exists: f 0 fx 0 + ) fx 0 ) x 0 )=.
More informationFINITE DIFFERENCE METHODS
FINITE DIFFERENCE METHODS LONG CHEN Te best known metods, finite difference, consists of replacing eac derivative by a difference quotient in te classic formulation. It is simple to code and economic to
More informationAlgebra and Geometry Review (61 topics, no due date)
Course Name: Math 112 Credit Exam LA Tech University Course Code: ALEKS Course: Trigonometry Instructor: Course Dates: Course Content: 159 topics Algebra and Geometry Review (61 topics, no due date) Properties
More informationThe modelling of business rules for dashboard reporting using mutual information
8 t World IMACS / MODSIM Congress, Cairns, Australia 3-7 July 2009 ttp://mssanz.org.au/modsim09 Te modelling of business rules for dasboard reporting using mutual information Gregory Calbert Command, Control,
More informationCompute the derivative by definition: The four step procedure
Compute te derivative by definition: Te four step procedure Given a function f(x), te definition of f (x), te derivative of f(x), is lim 0 f(x + ) f(x), provided te limit exists Te derivative function
More informationHigher Education Math Placement
Higher Education Math Placement Placement Assessment Problem Types 1. Whole Numbers, Fractions, and Decimals 1.1 Operations with Whole Numbers Addition with carry Subtraction with borrowing Multiplication
More informationx 2 + y 2 = 1 y 1 = x 2 + 2x y = x 2 + 2x + 1
Implicit Functions Defining Implicit Functions Up until now in this course, we have only talked about functions, which assign to every real number x in their domain exactly one real number f(x). The graphs
More informationSolving Quadratic Equations
9.3 Solving Quadratic Equations by Using the Quadratic Formula 9.3 OBJECTIVES 1. Solve a quadratic equation by using the quadratic formula 2. Determine the nature of the solutions of a quadratic equation
More informationCHAPTER TWO. f(x) Slope = f (3) = Rate of change of f at 3. x 3. f(1.001) f(1) Average velocity = 1.1 1 1.01 1. s(0.8) s(0) 0.8 0
CHAPTER TWO 2.1 SOLUTIONS 99 Solutions for Section 2.1 1. (a) Te average rate of cange is te slope of te secant line in Figure 2.1, wic sows tat tis slope is positive. (b) Te instantaneous rate of cange
More informationWriting Mathematics Papers
Writing Matematics Papers Tis essay is intended to elp your senior conference paper. It is a somewat astily produced amalgam of advice I ave given to students in my PDCs (Mat 4 and Mat 9), so it s not
More informationAverage rate of change of y = f(x) with respect to x as x changes from a to a + h:
L15-1 Lecture 15: Section 3.4 Definition of the Derivative Recall the following from Lecture 14: For function y = f(x), the average rate of change of y with respect to x as x changes from a to b (on [a,
More informationMath 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,
More information1.7. Partial Fractions. 1.7.1. Rational Functions and Partial Fractions. A rational function is a quotient of two polynomials: R(x) = P (x) Q(x).
.7. PRTIL FRCTIONS 3.7. Partial Fractions.7.. Rational Functions and Partial Fractions. rational function is a quotient of two polynomials: R(x) = P (x) Q(x). Here we discuss how to integrate rational
More informationMA107 Precalculus Algebra Exam 2 Review Solutions
MA107 Precalculus Algebra Exam 2 Review Solutions February 24, 2008 1. The following demand equation models the number of units sold, x, of a product as a function of price, p. x = 4p + 200 a. Please write
More informationChapter 7 Numerical Differentiation and Integration
45 We ave a abit in writing articles publised in scientiþc journals to make te work as Þnised as possible, to cover up all te tracks, to not worry about te blind alleys or describe ow you ad te wrong idea
More informationEC201 Intermediate Macroeconomics. EC201 Intermediate Macroeconomics Problem set 8 Solution
EC201 Intermediate Macroeconomics EC201 Intermediate Macroeconomics Prolem set 8 Solution 1) Suppose tat te stock of mone in a given econom is given te sum of currenc and demand for current accounts tat
More informationAnswer Key for California State Standards: Algebra I
Algebra I: Symbolic reasoning and calculations with symbols are central in algebra. Through the study of algebra, a student develops an understanding of the symbolic language of mathematics and the sciences.
More informationNote nine: Linear programming CSE 101. 1 Linear constraints and objective functions. 1.1 Introductory example. Copyright c Sanjoy Dasgupta 1
Copyrigt c Sanjoy Dasgupta Figure. (a) Te feasible region for a linear program wit two variables (see tet for details). (b) Contour lines of te objective function: for different values of (profit). Te
More informationPartial Fractions. p(x) q(x)
Partial Fractions Introduction to Partial Fractions Given a rational function of the form p(x) q(x) where the degree of p(x) is less than the degree of q(x), the method of partial fractions seeks to break
More informationAverage rate of change
Average rate of change 1 1 Average rate of change A fundamental philosophical truth is that everything changes. 1 Average rate of change A fundamental philosophical truth is that everything changes. In
More informationJUST THE MATHS UNIT NUMBER 1.8. ALGEBRA 8 (Polynomials) A.J.Hobson
JUST THE MATHS UNIT NUMBER 1.8 ALGEBRA 8 (Polynomials) by A.J.Hobson 1.8.1 The factor theorem 1.8.2 Application to quadratic and cubic expressions 1.8.3 Cubic equations 1.8.4 Long division of polynomials
More informationSAT Math Must-Know Facts & Formulas
SAT Mat Must-Know Facts & Formuas Numbers, Sequences, Factors Integers:..., -3, -2, -1, 0, 1, 2, 3,... Rationas: fractions, tat is, anyting expressabe as a ratio of integers Reas: integers pus rationas
More information6. Differentiating the exponential and logarithm functions
1 6. Differentiating te exponential and logaritm functions We wis to find and use derivatives for functions of te form f(x) = a x, were a is a constant. By far te most convenient suc function for tis purpose
More informationSlope and Rate of Change
Chapter 1 Slope and Rate of Change Chapter Summary and Goal This chapter will start with a discussion of slopes and the tangent line. This will rapidly lead to heuristic developments of limits and the
More informationPolynomial Degree and Finite Differences
CONDENSED LESSON 7.1 Polynomial Degree and Finite Differences In this lesson you will learn the terminology associated with polynomials use the finite differences method to determine the degree of a polynomial
More information10.1. 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
More informationPressure. Pressure. Atmospheric pressure. Conceptual example 1: Blood pressure. Pressure is force per unit area:
Pressure Pressure is force per unit area: F P = A Pressure Te direction of te force exerted on an object by a fluid is toward te object and perpendicular to its surface. At a microscopic level, te force
More informationThe Method of Partial Fractions Math 121 Calculus II Spring 2015
Rational functions. as The Method of Partial Fractions Math 11 Calculus II Spring 015 Recall that a rational function is a quotient of two polynomials such f(x) g(x) = 3x5 + x 3 + 16x x 60. The method
More informationGeometric Stratification of Accounting Data
Stratification of Accounting Data Patricia Gunning * Jane Mary Horgan ** William Yancey *** Abstract: We suggest a new procedure for defining te boundaries of te strata in igly skewed populations, usual
More informationAlgebra II End of Course Exam Answer Key Segment I. Scientific Calculator Only
Algebra II End of Course Exam Answer Key Segment I Scientific Calculator Only Question 1 Reporting Category: Algebraic Concepts & Procedures Common Core Standard: A-APR.3: Identify zeros of polynomials
More information- 1 - Handout #22 May 23, 2012 Huffman Encoding and Data Compression. CS106B Spring 2012. Handout by Julie Zelenski with minor edits by Keith Schwarz
CS106B Spring 01 Handout # May 3, 01 Huffman Encoding and Data Compression Handout by Julie Zelenski wit minor edits by Keit Scwarz In te early 1980s, personal computers ad ard disks tat were no larger
More informationZeros of a Polynomial Function
Zeros of a Polynomial Function An important consequence of the Factor Theorem is that finding the zeros of a polynomial is really the same thing as factoring it into linear factors. In this section we
More informationAn inquiry into the multiplier process in IS-LM model
An inquiry into te multiplier process in IS-LM model Autor: Li ziran Address: Li ziran, Room 409, Building 38#, Peing University, Beijing 00.87,PRC. Pone: (86) 00-62763074 Internet Address: jefferson@water.pu.edu.cn
More informationMathematics Pre-Test Sample Questions A. { 11, 7} B. { 7,0,7} C. { 7, 7} D. { 11, 11}
Mathematics Pre-Test Sample Questions 1. Which of the following sets is closed under division? I. {½, 1,, 4} II. {-1, 1} III. {-1, 0, 1} A. I only B. II only C. III only D. I and II. Which of the following
More informationWeek 13 Trigonometric Form of Complex Numbers
Week Trigonometric Form of Complex Numbers Overview In this week of the course, which is the last week if you are not going to take calculus, we will look at how Trigonometry can sometimes help in working
More informationBinary Search Trees. Adnan Aziz. Heaps can perform extract-max, insert efficiently O(log n) worst case
Binary Searc Trees Adnan Aziz 1 BST basics Based on CLRS, C 12. Motivation: Heaps can perform extract-max, insert efficiently O(log n) worst case Has tables can perform insert, delete, lookup efficiently
More information18.01 Single Variable Calculus Fall 2006
MIT OpenCourseWare http://ocw.mit.edu 8.0 Single Variable Calculus Fall 2006 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Unit : Derivatives A. What
More information2013 MBA Jump Start Program
2013 MBA Jump Start Program Module 2: Mathematics Thomas Gilbert Mathematics Module Algebra Review Calculus Permutations and Combinations [Online Appendix: Basic Mathematical Concepts] 2 1 Equation of
More information5.3 SOLVING TRIGONOMETRIC EQUATIONS. Copyright Cengage Learning. All rights reserved.
5.3 SOLVING TRIGONOMETRIC EQUATIONS Copyright Cengage Learning. All rights reserved. What You Should Learn Use standard algebraic techniques to solve trigonometric equations. Solve trigonometric equations
More informationMATH 221 FIRST SEMESTER CALCULUS. fall 2009
MATH 22 FIRST SEMESTER CALCULUS fall 2009 Typeset:June 8, 200 MATH 22 st SEMESTER CALCULUS LECTURE NOTES VERSION 2.0 (fall 2009) This is a self contained set of lecture notes for Math 22. The notes were
More information2.4 Real Zeros of Polynomial Functions
SECTION 2.4 Real Zeros of Polynomial Functions 197 What you ll learn about Long Division and the Division Algorithm Remainder and Factor Theorems Synthetic Division Rational Zeros Theorem Upper and Lower
More informationSection 1.1 Linear Equations: Slope and Equations of Lines
Section. Linear Equations: Slope and Equations of Lines Slope The measure of the steepness of a line is called the slope of the line. It is the amount of change in y, the rise, divided by the amount of
More informationCollege Planning Using Cash Value Life Insurance
College Planning Using Cas Value Life Insurance CAUTION: Te advisor is urged to be extremely cautious of anoter college funding veicle wic provides a guaranteed return of premium immediately if funded
More information4.3 Lagrange Approximation
206 CHAP. 4 INTERPOLATION AND POLYNOMIAL APPROXIMATION Lagrange Polynomial Approximation 4.3 Lagrange Approximation Interpolation means to estimate a missing function value by taking a weighted average
More informationAnalyzing Piecewise Functions
Connecting Geometry to Advanced Placement* Mathematics A Resource and Strategy Guide Updated: 04/9/09 Analyzing Piecewise Functions Objective: Students will analyze attributes of a piecewise function including
More informationMATH 60 NOTEBOOK CERTIFICATIONS
MATH 60 NOTEBOOK CERTIFICATIONS Chapter #1: Integers and Real Numbers 1.1a 1.1b 1.2 1.3 1.4 1.8 Chapter #2: Algebraic Expressions, Linear Equations, and Applications 2.1a 2.1b 2.1c 2.2 2.3a 2.3b 2.4 2.5
More informationChapter 4. Polynomial and Rational Functions. 4.1 Polynomial Functions and Their Graphs
Chapter 4. Polynomial and Rational Functions 4.1 Polynomial Functions and Their Graphs A polynomial function of degree n is a function of the form P = a n n + a n 1 n 1 + + a 2 2 + a 1 + a 0 Where a s
More informationALGEBRA 2: 4.1 Graph Quadratic Functions in Standard Form
ALGEBRA 2: 4.1 Graph Quadratic Functions in Standard Form Goal Graph quadratic functions. VOCABULARY Quadratic function A function that can be written in the standard form y = ax 2 + bx+ c where a 0 Parabola
More informationCopyrighted Material. Chapter 1 DEGREE OF A CURVE
Chapter 1 DEGREE OF A CURVE Road Map The idea of degree is a fundamental concept, which will take us several chapters to explore in depth. We begin by explaining what an algebraic curve is, and offer two
More informationMath 120 Final Exam Practice Problems, Form: A
Math 120 Final Exam Practice Problems, Form: A Name: While every attempt was made to be complete in the types of problems given below, we make no guarantees about the completeness of the problems. Specifically,
More informationTechniques of Integration
CHPTER 7 Techniques of Integration 7.. Substitution Integration, unlike differentiation, is more of an art-form than a collection of algorithms. Many problems in applied mathematics involve the integration
More informationGuide to Cover Letters & Thank You Letters
Guide to Cover Letters & Tank You Letters 206 Strebel Student Center (315) 792-3087 Fax (315) 792-3370 TIPS FOR WRITING A PERFECT COVER LETTER Te resume never travels alone. Eac time you submit your resume
More informationSOLVING POLYNOMIAL EQUATIONS
C SOLVING POLYNOMIAL EQUATIONS We will assume in this appendix that you know how to divide polynomials using long division and synthetic division. If you need to review those techniques, refer to an algebra
More informationDear Accelerated Pre-Calculus Student:
Dear Accelerated Pre-Calculus Student: I am very excited that you have decided to take this course in the upcoming school year! This is a fastpaced, college-preparatory mathematics course that will also
More information1.6 A LIBRARY OF PARENT FUNCTIONS. Copyright Cengage Learning. All rights reserved.
1.6 A LIBRARY OF PARENT FUNCTIONS Copyright Cengage Learning. All rights reserved. What You Should Learn Identify and graph linear and squaring functions. Identify and graph cubic, square root, and reciprocal
More informationUse Square Roots to Solve Quadratic Equations
10.4 Use Square Roots to Solve Quadratic Equations Before You solved a quadratic equation by graphing. Now You will solve a quadratic equation by finding square roots. Why? So you can solve a problem about
More informationALGEBRA REVIEW LEARNING SKILLS CENTER. Exponents & Radicals
ALGEBRA REVIEW LEARNING SKILLS CENTER The "Review Series in Algebra" is taught at the beginning of each quarter by the staff of the Learning Skills Center at UC Davis. This workshop is intended to be an
More informationSection 6-3 Double-Angle and Half-Angle Identities
6-3 Double-Angle and Half-Angle Identities 47 Section 6-3 Double-Angle and Half-Angle Identities Double-Angle Identities Half-Angle Identities This section develops another important set of identities
More informationEvaluating trigonometric functions
MATH 1110 009-09-06 Evaluating trigonometric functions Remark. Throughout this document, remember the angle measurement convention, which states that if the measurement of an angle appears without units,
More information7.1 Graphs of Quadratic Functions in Vertex Form
7.1 Graphs of Quadratic Functions in Vertex Form Quadratic Function in Vertex Form A quadratic function in vertex form is a function that can be written in the form f (x) = a(x! h) 2 + k where a is called
More information4.4 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
More informationNovember 16, 2015. Interpolation, Extrapolation & Polynomial Approximation
Interpolation, Extrapolation & Polynomial Approximation November 16, 2015 Introduction In many cases we know the values of a function f (x) at a set of points x 1, x 2,..., x N, but we don t have the analytic
More informationCan a Lump-Sum Transfer Make Everyone Enjoy the Gains. from Free Trade?
Can a Lump-Sum Transfer Make Everyone Enjoy te Gains from Free Trade? Yasukazu Icino Department of Economics, Konan University June 30, 2010 Abstract I examine lump-sum transfer rules to redistribute te
More informationMATH 221 FIRST SEMESTER CALCULUS. fall 2007
MATH 22 FIRST SEMESTER CALCULUS fall 2007 Typeset:December, 2007 2 Math 22 st Semester Calculus Lecture notes version.0 (Fall 2007) This is a self contained set of lecture notes for Math 22. The notes
More informationReview of Fundamental Mathematics
Review of Fundamental Mathematics As explained in the Preface and in Chapter 1 of your textbook, managerial economics applies microeconomic theory to business decision making. The decision-making tools
More informationTheoretical calculation of the heat capacity
eoretical calculation of te eat capacity Principle of equipartition of energy Heat capacity of ideal and real gases Heat capacity of solids: Dulong-Petit, Einstein, Debye models Heat capacity of metals
More informationM(0) = 1 M(1) = 2 M(h) = M(h 1) + M(h 2) + 1 (h > 1)
Insertion and Deletion in VL Trees Submitted in Partial Fulfillment of te Requirements for Dr. Eric Kaltofen s 66621: nalysis of lgoritms by Robert McCloskey December 14, 1984 1 ackground ccording to Knut
More informationWhat are the place values to the left of the decimal point and their associated powers of ten?
The verbal answers to all of the following questions should be memorized before completion of algebra. Answers that are not memorized will hinder your ability to succeed in geometry and algebra. (Everything
More informationcorrect-choice plot f(x) and draw an approximate tangent line at x = a and use geometry to estimate its slope comment The choices were:
Topic 1 2.1 mode MultipleSelection text How can we approximate the slope of the tangent line to f(x) at a point x = a? This is a Multiple selection question, so you need to check all of the answers that
More informationGraphing calculators Transparencies (optional)
What if it is in pieces? Piecewise Functions and an Intuitive Idea of Continuity Teacher Version Lesson Objective: Length of Activity: Students will: Recognize piecewise functions and the notation used
More informationAlgebraic expressions are a combination of numbers and variables. Here are examples of some basic algebraic expressions.
Page 1 of 13 Review of Linear Expressions and Equations Skills involving linear equations can be divided into the following groups: Simplifying algebraic expressions. Linear expressions. Solving linear
More informationFor Sale By Owner Program. We can help with our for sale by owner kit that includes:
Dawn Coen Broker/Owner For Sale By Owner Program If you want to sell your ome By Owner wy not:: For Sale Dawn Coen Broker/Owner YOUR NAME YOUR PHONE # Look as professional as possible Be totally prepared
More informationEQUATIONS and INEQUALITIES
EQUATIONS and INEQUALITIES Linear Equations and Slope 1. Slope a. Calculate the slope of a line given two points b. Calculate the slope of a line parallel to a given line. c. Calculate the slope of a line
More information