10/14/2013. Structure Factors and Fourier Synthesis. Structure Factors. Superposition of Waves. Vector Notation of a Wave. Superposition of Waves

Size: px
Start display at page:

Download "10/14/2013. Structure Factors and Fourier Synthesis. Structure Factors. Superposition of Waves. Vector Notation of a Wave. Superposition of Waves"

Transcription

1 /4/2 Structure actors and Structure actors ( kl) kl : function of reflection indices and atom positions in unit cell: all atoms scatter waves in kl direction to develop equations tat represent ow waves add: wave represented as vector moving wit constant angular velocity: amplitude is magnitude of vector pase is angle (δ) vector makes wit orizontal at t = Vector Notation of a Wave C A f O B 2 OB = f cos OC = f sin f 2 = OB 2 + OC 2 cycle = 2 radians x 2 f f waves of same frequency, but different pase (δ), add to give a new wave, wit a different amplitude and pase (from eiter) but te same frequency. f 4 4 x = f cos 4 x 2 = f 2 cos ( + ) f f 2 x = x + x 2 f 2 x 2 x f x = f cos x 2 = f 2 cos ( + ) x x r = f cos + f 2 cos ( + ) cos cos sin sin = ( f + f 2 cos ) cos f 2 sin sin x = o cos ( + ) = f cos + f 2 cos ( + ) cos = f + f 2 cos trigometric identity y = o sin = f 2 sin

2 f f /4/2 f 2 2 f f 2 f f 2 cos f 2 f 2 sin cos = x = f + f 2 cos y = f 2 sin = sin f f f 2 f 2 f 2 f 2 x = f cos + f 2 cos + f cos = f j cos j j = y = f sin + f 2 sin + f sin = f j sin j j = A B = (x 2 + y 2 ) /2 = j f j cos j 2 + j f j sin j 2 /2 f 2 f f 2 = tan j f j sin j j f j cos j = tan B A Structure actors Atom Pases consider ( ) Miller planes obvious (from symbols) tat structure factor, kl, results from N waves scattered in ( k l) direction by N atoms in unit cell eac wave as an amplitude to f j (scattering factor) and a pase j wit respect to te origin of unit cell to calculate s, need to know s in terms of atomic position and indices of reflection needed (,, ) = 2x = 2(.) atom at (.,, ) is exactly out of pase () wrt atom at (,, ) (½ cycle) atom at (,, ) as a pase difference of 2 wrt atom at (,, ) ( cycle) 2

3 /4/2 (,, ) Atom Pases consider (2 ) Miller planes = 2x = 22(.2) atom at (.2,, ) is exactly out of pase () wrt atom at (,, ) (½ cycle) atom at (,, ) as a pase difference of 4 wrt atom at (,, ) (2 cycles) Atom Pases or, for te general case: an atom at x, y, z in te unit cell as a pase (wrt a ypotetical atom at (,, )) for a given reflection ( kl) of f j cos j j = f j sin j j = = 2 (x + ky + lz) = A kl = f j cos 2(x j + ky j + lz j ) = B kl = f j sin 2(x j + ky j + lz j ) kl = (A kl2 + B kl2 ) /2 kl = tan B kl A kl f f 2 f 2 Structure actor as a Complex Number y a a + ib f = a + ib = f (cos + i sin ) = f e i kl = j f j e 2i (xj + kyj + lzj) f b x a units along x b units along iy exponential form of structure factor two components (magnitude and pase) in one equation: note: kl not kl Electron Density instead of kl coming from N atoms scattering in (kl) direction, can also consider te scattering from individual e s: wavelets scattered from e ((x, y, z)dv), were = # e /V atom scattering: e scattering: fe 2i (xj + kyj + lzj) (x, y, z) e 2i (x + ky + lz) dv unit cell scattering; all atoms: kl = j f j e 2i (xj + kyj + lzj) unit cell scattering; all e s: kl = (x, y, z) e 2i (x + ky + lz) dv ourier Transform ourier Transform in NMR kl = (x, y, z) e 2i (x + ky + lz) dv expression to calculate structure factors from known e density to solve crystal structure, also need to perform inverse operation: e density from a set of crystal data, kl since e density is periodic, can be represented by ourier Series time tis wave is made of Jean Baptiste Josep ourier renc (68-8) tese waves add to frequency

4 /4/2 ourier Transform in Crystallograpy T structure factors kl electron density (x, y, z) ourier Analysis box-car function general form of -D ourier series f(x) = C = C e 2ix (cos 2x + i sin 2x) were is an index of te term # only cos terms in box-car function centrosymmetric:.. y = /4 f(x) = f( x)cos( x) = cos(x); sin( x) = sin(x) f(x) = y = /4 y = cos (2) x y = / cos (2) x y = / cos (2) x C cos 2x y = / cos (2) x y = / cos (2) x y = / cos (2) x y = / cos (2) x.... 4

5 /4/2... y = cos (2) x. y = / cos (2) x y = / cos (2) x. y = / cos (2) x y = / cos (2) x. y = / cos (2) x

6 /4/2... y = / cos (2) x

7 /4/ D periodic e density in a crystal could be represented by:... f(x) = C e 2ix (x, y, z) =C k l e 2i ( x + k y + l z) k l kl = (x, y, z) e 2i (xj + kyj + lzj) dv kl = C k l e 2i ( x + k y + l z) e 2i (x + ky + lz) dv k l... kl = k l C k l e 2i ((+ )x + (k+k )y + (l+l )z) dv integration of tis cyclic function is, except for case wen: = k = k l = l kl = C k l dv = VC k l ; C k l = /V kl (x, y, z) = V kl e 2i (x + ky + lz) k l kl = kl e 2i pase in cycles kl = ourier Transform (x, y, z) e 2i (x + ky + lz) dv kl = j f j e 2i (xj + kyj + lzj) (x, y, z) = (x, y, z) = V V kl e 2i e 2i (x + ky + lz) k l kl e 2i (x + ky + lz ) k l finally: expanding exponential into cos and sin terms and assuming riedel s Law (sin cancels for riedel pairs): (x, y, z) = V kl cos2 (x + ky + lz kl ) k l (x, y, z) = V kl cos2 (x + ky + lz kl ) k l

8 /4/2 Structure actors: -D Example 2 atoms a = Å CuK Scattering actor: f C sin/ = /2d = /2a x C =.8.8 = x C2 x C (+ ) = x C2 centrosymmetric kl = j f j e 2i (xj + kyj + lzj) 2 = f j (cos 2x j + i sin 2x j ) j = = f j e 2i xj = f C [cos 2x C + i sin 2x C + cos 2 ( x C ) + i sin 2 ( x C )] cos( x) = cos(x) sin( x) = sin(x) = tan = 2 f C cos 2x C pase due to position (radians) j f C sin x j = = or sign of + or on j f C cos x j 2 j = scattering power (in direction of ) = ± = ±2 = ± d = Å d =. Å sin/ = sin/ = d =. Å sin/ =. d = a/ Structure actors: -D Example 2 atoms sin ( = / 2d) sin/ f C 6. ± (4.4 o ). 4. ±2.4 (8.8 o ).2 6. = 2 f C cos 2x C x C =.8 f o sin/ sin ( = / 2d) sin/ f C 6. (4.4 o )..4 (8.8 o ).2.2 (. o ). 4.2 ± ±2 ± ±4 ± ±6 ± ±8 ± ± ± ±2 Structure actors: -D Example 2 atoms (. o ).2 (22.6 o ).2 (2. o ). (2.6 o ). (8. o ).4 (4. o ).4 (. o ). (. o ). (6. o ) Structure actors: -D Example 2 atoms Electron Density: -D Example 2 atoms = 4 = = 2 = = = = 2 = = 4 (I) / a ourier syntesis on sould give te structure: (x) = (x) = L L L e 2ix since = (cos 2x i sin 2x) riedel s Law (x) = (cos 2x i sin 2x) + + (cos 2x i sin 2x) 8

9 /4/2 Electron Density: -D Example 2 atoms L (x) = (cos 2x i sin 2x) + + (x) = (cos 2x i sin 2x) since: cos( x) = cos(x) sin( x) = sin(x) + 2 cos 2x L = total e in unit cell cos 2x cos 2x cos 2x cos 2x cos 2x

10 /4/2 6 cos 2x cos 2x cos 2x cos 2x cos 2x cos 2x

11 /4/2 2 cos 2x (2 cos 2x) / for = (x) (2 cos 2x) / for = (2 cos 2x) / for = 4 (x) (x) (2 cos 2x) / for = (2 cos 2x) / for = 6 (x) (x)

12 /4/2 (2 cos 2x) / for = (2 cos 2x) / for = 8 (x) (x) (2 cos 2x) / for = (2 cos 2x) / for = (x) (x) (2 cos 2x) / for = (2 cos 2x) / for = 2 (x) (x)

13 /4/2 ( + 2 cos 2x) / for = 2 ( + 2 cos 2x) /.8.8 2x data (x) (x) ½ data D Structure te -D calculation of (x, y, z) is called: -D Electron Density ourier syntesis ourier map e density map note ripples around te atom (Au) because of finite data Systematic Absences G kl = m e2i (xm + kym + lzm) example: consider 2 atoms related by 2-fold screw axis along b: x, y, z x, y + ½, z G kl kl = e 2i (x + ky + lz) + e 2i (x ky k/2 + lz) G kl = e 2i (x + lz) e 2i ky + e 2i (x + lz) e 2iky e 2ik/2 G kl = e 2i ky (e 2i (x + lz) + e 2i (x + lz) e 2i k/2 ) looking at k reflections G k = e 2i ky ( + e ik ) G k G k = j f j e 2i (xj + kyj + lzj) kl = n f n m e 2i (xm,n + kym,n + lzm,n) m = # asym units n = atoms in asym unit = 2e 2i ky for k = 2n (even) = for k = 2n + (odd)

1 2 x Solution. The function f x is only defined when x 0, so we will assume that x 0 for the remainder of the solution. f x. f x h f x.

1 2 x Solution. The function f x is only defined when x 0, so we will assume that x 0 for the remainder of the solution. f x. f x h f x. Problem. Let f x x. Using te definition of te derivative prove tat f x x Solution. Te function f x is only defined wen x 0, so we will assume tat x 0 for te remainder of te solution. By te definition of

More information

Calculus I - Spring 2014

Calculus I - Spring 2014 NAME: Calculus I - Spring 04 Midterm Exam I, Marc 5, 04 In all non-multiple coice problems you are required to sow all your work and provide te necessary explanations everywere to get full credit. In all

More information

1 Calculus. 1.1 Gradients and the Derivative. Q f(x+h) f(x)

1 Calculus. 1.1 Gradients and the Derivative. Q f(x+h) f(x) Calculus. Gradients and te Derivative Q f(x+) δy P T δx R f(x) 0 x x+ Let P (x, f(x)) and Q(x+, f(x+)) denote two points on te curve of te function y = f(x) and let R denote te point of intersection of

More information

Review for Exam IV MATH 1113 sections 51 & 52 Fall 2018

Review for Exam IV MATH 1113 sections 51 & 52 Fall 2018 Review for Exam IV MATH 111 sections 51 & 52 Fall 2018 Sections Covered: 6., 6., 6.5, 6.6, 7., 7.1, 7.2, 7., 7.5 Calculator Policy: Calculator use may be allowed on part of te exam. Wen instructions call

More information

Exam 1 Review Solutions

Exam 1 Review Solutions Exam Review Solutions Please also review te old quizzes, and be sure tat you understand te omework problems. General notes: () Always give an algebraic reason for your answer (graps are not sufficient),

More information

Math 242: Principles of Analysis Fall 2016 Homework 7 Part B Solutions

Math 242: Principles of Analysis Fall 2016 Homework 7 Part B Solutions Mat 22: Principles of Analysis Fall 206 Homework 7 Part B Solutions. Sow tat f(x) = x 2 is not uniformly continuous on R. Solution. Te equation is equivalent to f(x) = 0 were f(x) = x 2 sin(x) 3. Since

More information

SIMG Solution Set #5

SIMG Solution Set #5 SIMG-303-0033 Solution Set #5. Describe completely te state of polarization of eac of te following waves: (a) E [z,t] =ˆxE 0 cos [k 0 z ω 0 t] ŷe 0 cos [k 0 z ω 0 t] Bot components are traveling down te

More information

2.3 Algebraic approach to limits

2.3 Algebraic approach to limits CHAPTER 2. LIMITS 32 2.3 Algebraic approac to its Now we start to learn ow to find its algebraically. Tis starts wit te simplest possible its, and ten builds tese up to more complicated examples. Fact.

More information

Name: Answer Key No calculators. Show your work! 1. (21 points) All answers should either be,, a (finite) real number, or DNE ( does not exist ).

Name: Answer Key No calculators. Show your work! 1. (21 points) All answers should either be,, a (finite) real number, or DNE ( does not exist ). Mat - Final Exam August 3 rd, Name: Answer Key No calculators. Sow your work!. points) All answers sould eiter be,, a finite) real number, or DNE does not exist ). a) Use te grap of te function to evaluate

More information

. Compute the following limits.

. Compute the following limits. Today: Tangent Lines and te Derivative at a Point Warmup:. Let f(x) =x. Compute te following limits. f( + ) f() (a) lim f( +) f( ) (b) lim. Let g(x) = x. Compute te following limits. g(3 + ) g(3) (a) lim

More information

Solution. Solution. f (x) = (cos x)2 cos(2x) 2 sin(2x) 2 cos x ( sin x) (cos x) 4. f (π/4) = ( 2/2) ( 2/2) ( 2/2) ( 2/2) 4.

Solution. Solution. f (x) = (cos x)2 cos(2x) 2 sin(2x) 2 cos x ( sin x) (cos x) 4. f (π/4) = ( 2/2) ( 2/2) ( 2/2) ( 2/2) 4. December 09, 20 Calculus PracticeTest s Name: (4 points) Find te absolute extrema of f(x) = x 3 0 on te interval [0, 4] Te derivative of f(x) is f (x) = 3x 2, wic is zero only at x = 0 Tus we only need

More information

The Verlet Algorithm for Molecular Dynamics Simulations

The Verlet Algorithm for Molecular Dynamics Simulations Cemistry 380.37 Fall 2015 Dr. Jean M. Standard November 9, 2015 Te Verlet Algoritm for Molecular Dynamics Simulations Equations of motion For a many-body system consisting of N particles, Newton's classical

More information

The total error in numerical differentiation

The total error in numerical differentiation AMS 147 Computational Metods and Applications Lecture 08 Copyrigt by Hongyun Wang, UCSC Recap: Loss of accuracy due to numerical cancellation A B 3, 3 ~10 16 In calculating te difference between A and

More information

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx.

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx. Capter 2 Integrals as sums and derivatives as differences We now switc to te simplest metods for integrating or differentiating a function from its function samples. A careful study of Taylor expansions

More information

Section 3.1: Derivatives of Polynomials and Exponential Functions

Section 3.1: Derivatives of Polynomials and Exponential Functions Section 3.1: Derivatives of Polynomials and Exponential Functions In previous sections we developed te concept of te derivative and derivative function. Te only issue wit our definition owever is tat it

More information

(a) At what number x = a does f have a removable discontinuity? What value f(a) should be assigned to f at x = a in order to make f continuous at a?

(a) At what number x = a does f have a removable discontinuity? What value f(a) should be assigned to f at x = a in order to make f continuous at a? Solutions to Test 1 Fall 016 1pt 1. Te grap of a function f(x) is sown at rigt below. Part I. State te value of eac limit. If a limit is infinite, state weter it is or. If a limit does not exist (but is

More information

MATHEMATICS FOR ENGINEERING DIFFERENTIATION TUTORIAL 1 - BASIC DIFFERENTIATION

MATHEMATICS 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 information

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator.

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator. Lecture XVII Abstract We introduce te concept of directional derivative of a scalar function and discuss its relation wit te gradient operator. Directional derivative and gradient Te directional derivative

More information

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these.

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these. Mat 11. Test Form N Fall 016 Name. Instructions. Te first eleven problems are wort points eac. Te last six problems are wort 5 points eac. For te last six problems, you must use relevant metods of algebra

More information

MATH 1A Midterm Practice September 29, 2014

MATH 1A Midterm Practice September 29, 2014 MATH A Midterm Practice September 9, 04 Name: Problem. (True/False) If a function f : R R is injective, ten f as an inverse. Solution: True. If f is injective, ten it as an inverse since tere does not

More information

3.4 Algebraic Limits. Ex 1) lim. Ex 2)

3.4 Algebraic Limits. Ex 1) lim. Ex 2) Calculus Maimus.4 Algebraic Limits At tis point, you sould be very comfortable finding its bot grapically and numerically wit te elp of your graping calculator. Now it s time to practice finding its witout

More information

Test 2 Review. 1. Find the determinant of the matrix below using (a) cofactor expansion and (b) row reduction. A = 3 2 =

Test 2 Review. 1. Find the determinant of the matrix below using (a) cofactor expansion and (b) row reduction. A = 3 2 = Test Review Find te determinant of te matrix below using (a cofactor expansion and (b row reduction Answer: (a det + = (b Observe R R R R R R R R R Ten det B = (((det Hence det Use Cramer s rule to solve:

More information

LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION

LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION LAURA EVANS.. Introduction Not all differential equations can be explicitly solved for y. Tis can be problematic if we need to know te value of y

More information

1watt=1W=1kg m 2 /s 3

1watt=1W=1kg m 2 /s 3 Appendix A Matematics Appendix A.1 Units To measure a pysical quantity, you need a standard. Eac pysical quantity as certain units. A unit is just a standard we use to compare, e.g. a ruler. In tis laboratory

More information

3.4 Worksheet: Proof of the Chain Rule NAME

3.4 Worksheet: Proof of the Chain Rule NAME Mat 1170 3.4 Workseet: Proof of te Cain Rule NAME Te Cain Rule So far we are able to differentiate all types of functions. For example: polynomials, rational, root, and trigonometric functions. We are

More information

Notes on wavefunctions II: momentum wavefunctions

Notes on wavefunctions II: momentum wavefunctions Notes on wavefunctions II: momentum wavefunctions and uncertainty Te state of a particle at any time is described by a wavefunction ψ(x). Tese wavefunction must cange wit time, since we know tat particles

More information

Resolution: maximum limit of diffraction (asymmetric)

Resolution: maximum limit of diffraction (asymmetric) Resolution: maximum limit of diffraction (asymmetric) crystal Y X-ray source 2θ X direct beam tan 2θ = Y X d = resolution 2d sinθ = λ detector 1 Unit Cell: two vectors in plane of image c* Observe: b*

More information

Calculus I Homework: The Derivative as a Function Page 1

Calculus I Homework: The Derivative as a Function Page 1 Calculus I Homework: Te Derivative as a Function Page 1 Example (2.9.16) Make a careful sketc of te grap of f(x) = sin x and below it sketc te grap of f (x). Try to guess te formula of f (x) from its grap.

More information

Lab 6 Derivatives and Mutant Bacteria

Lab 6 Derivatives and Mutant Bacteria Lab 6 Derivatives and Mutant Bacteria Date: September 27, 20 Assignment Due Date: October 4, 20 Goal: In tis lab you will furter explore te concept of a derivative using R. You will use your knowledge

More information

Precalculus Test 2 Practice Questions Page 1. Note: You can expect other types of questions on the test than the ones presented here!

Precalculus Test 2 Practice Questions Page 1. Note: You can expect other types of questions on the test than the ones presented here! Precalculus Test 2 Practice Questions Page Note: You can expect oter types of questions on te test tan te ones presented ere! Questions Example. Find te vertex of te quadratic f(x) = 4x 2 x. Example 2.

More information

1 Solutions to the in class part

1 Solutions to the in class part NAME: Solutions to te in class part. Te grap of a function f is given. Calculus wit Analytic Geometry I Exam, Friday, August 30, 0 SOLUTIONS (a) State te value of f(). (b) Estimate te value of f( ). (c)

More information

3.1 Extreme Values of a Function

3.1 Extreme Values of a Function .1 Etreme Values of a Function Section.1 Notes Page 1 One application of te derivative is finding minimum and maimum values off a grap. In precalculus we were only able to do tis wit quadratics by find

More information

Chemical Crystallography

Chemical Crystallography Chemical Crystallography Prof Andrew Goodwin Michaelmas 2014 Recap: Lecture 1 Why does diffraction give a Fourier transform? k i = k s = 2π/λ k i k s k i k s r l 1 = (λ/2π) k i r l 2 = (λ/2π) k s r Total

More information

1. Consider the trigonometric function f(t) whose graph is shown below. Write down a possible formula for f(t).

1. Consider the trigonometric function f(t) whose graph is shown below. Write down a possible formula for f(t). . Consider te trigonometric function f(t) wose grap is sown below. Write down a possible formula for f(t). Tis function appears to be an odd, periodic function tat as been sifted upwards, so we will use

More information

ALGEBRA AND TRIGONOMETRY REVIEW by Dr TEBOU, FIU. A. Fundamental identities Throughout this section, a and b denotes arbitrary real numbers.

ALGEBRA AND TRIGONOMETRY REVIEW by Dr TEBOU, FIU. A. Fundamental identities Throughout this section, a and b denotes arbitrary real numbers. ALGEBRA AND TRIGONOMETRY REVIEW by Dr TEBOU, FIU A. Fundamental identities Trougout tis section, a and b denotes arbitrary real numbers. i) Square of a sum: (a+b) =a +ab+b ii) Square of a difference: (a-b)

More information

SOLID STATE 9. Determination of Crystal Structures

SOLID STATE 9. Determination of Crystal Structures SOLID STATE 9 Determination of Crystal Structures In the diffraction experiment, we measure intensities as a function of d hkl. Intensities are the sum of the x-rays scattered by all the atoms in a crystal.

More information

Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals. Gary D. Simpson. rev 01 Aug 08, 2016.

Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals. Gary D. Simpson. rev 01 Aug 08, 2016. Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals Gary D. Simpson gsim1887@aol.com rev 1 Aug 8, 216 Summary Definitions are presented for "quaternion functions" of a quaternion. Polynomial

More information

Simpson s 1/3 Rule Simpson s 1/3 rule assumes 3 equispaced data/interpolation/integration points

Simpson s 1/3 Rule Simpson s 1/3 rule assumes 3 equispaced data/interpolation/integration points CE 05 - Lecture 5 LECTURE 5 UMERICAL ITEGRATIO COTIUED Simpson s / Rule Simpson s / rule assumes equispaced data/interpolation/integration points Te integration rule is based on approximating fx using

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL IFFERENTIATION FIRST ERIVATIVES Te simplest difference formulas are based on using a straigt line to interpolate te given data; tey use two data pints to estimate te derivative. We assume tat

More information

Pre-Calculus Review Preemptive Strike

Pre-Calculus Review Preemptive Strike Pre-Calculus Review Preemptive Strike Attaced are some notes and one assignment wit tree parts. Tese are due on te day tat we start te pre-calculus review. I strongly suggest reading troug te notes torougly

More information

1 1. Rationalize the denominator and fully simplify the radical expression 3 3. Solution: = 1 = 3 3 = 2

1 1. Rationalize the denominator and fully simplify the radical expression 3 3. Solution: = 1 = 3 3 = 2 MTH - Spring 04 Exam Review (Solutions) Exam : February 5t 6:00-7:0 Tis exam review contains questions similar to tose you sould expect to see on Exam. Te questions included in tis review, owever, are

More information

Sin, Cos and All That

Sin, Cos and All That Sin, Cos and All Tat James K. Peterson Department of Biological Sciences and Department of Matematical Sciences Clemson University Marc 9, 2017 Outline Sin, Cos and all tat! A New Power Rule Derivatives

More information

A = (a + 1) 2 = a 2 + 2a + 1

A = (a + 1) 2 = a 2 + 2a + 1 A = (a + 1) 2 = a 2 + 2a + 1 1 A = ( (a + b) + 1 ) 2 = (a + b) 2 + 2(a + b) + 1 = a 2 + 2ab + b 2 + 2a + 2b + 1 A = ( (a + b) + 1 ) 2 = (a + b) 2 + 2(a + b) + 1 = a 2 + 2ab + b 2 + 2a + 2b + 1 3 A = (

More information

Click here to see an animation of the derivative

Click here to see an animation of the derivative Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,

More information

Combining functions: algebraic methods

Combining functions: algebraic methods Combining functions: algebraic metods Functions can be added, subtracted, multiplied, divided, and raised to a power, just like numbers or algebra expressions. If f(x) = x 2 and g(x) = x + 2, clearly f(x)

More information

1 (10) 2 (10) 3 (10) 4 (10) 5 (10) 6 (10) Total (60)

1 (10) 2 (10) 3 (10) 4 (10) 5 (10) 6 (10) Total (60) First Name: OSU Number: Last Name: Signature: OKLAHOMA STATE UNIVERSITY Department of Matematics MATH 2144 (Calculus I) Instructor: Dr. Matias Sculze MIDTERM 1 September 17, 2008 Duration: 50 minutes No

More information

Using the definition of the derivative of a function is quite tedious. f (x + h) f (x)

Using the definition of the derivative of a function is quite tedious. f (x + h) f (x) Derivative Rules Using te efinition of te erivative of a function is quite teious. Let s prove some sortcuts tat we can use. Recall tat te efinition of erivative is: Given any number x for wic te limit

More information

MTH 122: Section 204. Plane Trigonometry. Test 1

MTH 122: Section 204. Plane Trigonometry. Test 1 MTH 122: Section 204. Plane Trigonometry. Test 1 Section A: No use of calculator is allowed. Show your work and clearly identify your answer. 1. a). Complete the following table. α 0 π/6 π/4 π/3 π/2 π

More information

2.8 The Derivative as a Function

2.8 The Derivative as a Function .8 Te Derivative as a Function Typically, we can find te derivative of a function f at many points of its domain: Definition. Suppose tat f is a function wic is differentiable at every point of an open

More information

DEFINITION OF A DERIVATIVE

DEFINITION OF A DERIVATIVE DEFINITION OF A DERIVATIVE Section 2.1 Calculus AP/Dual, Revised 2017 viet.dang@umbleisd.net 2.1: Definition of a Derivative 1 DEFINITION A. Te derivative of a function allows you to find te SLOPE OF THE

More information

2.1 THE DEFINITION OF DERIVATIVE

2.1 THE DEFINITION OF DERIVATIVE 2.1 Te Derivative Contemporary Calculus 2.1 THE DEFINITION OF DERIVATIVE 1 Te grapical idea of a slope of a tangent line is very useful, but for some uses we need a more algebraic definition of te derivative

More information

Math Spring 2013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, (1/z) 2 (1/z 1) 2 = lim

Math Spring 2013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, (1/z) 2 (1/z 1) 2 = lim Mat 311 - Spring 013 Solutions to Assignment # 3 Completion Date: Wednesday May 15, 013 Question 1. [p 56, #10 (a)] 4z Use te teorem of Sec. 17 to sow tat z (z 1) = 4. We ave z 4z (z 1) = z 0 4 (1/z) (1/z

More information

Math 12 Final Exam Review 1

Math 12 Final Exam Review 1 Math 12 Final Exam Review 1 Part One Calculators are NOT PERMITTED for this part of the exam. 1. a) The sine of angle θ is 1 What are the 2 possible values of θ in the domain 0 θ 2π? 2 b) Draw these angles

More information

Week #6 - Taylor Series, Derivatives and Graphs Section 10.1

Week #6 - Taylor Series, Derivatives and Graphs Section 10.1 Week #6 - Taylor Series, Derivatives and Graphs Section 10.1 From Calculus, Single Variable by Hughes-Hallett, Gleason, McCallum et. al. Copyright 005 by John Wiley & Sons, Inc. This material is used by

More information

Math 31A Discussion Notes Week 4 October 20 and October 22, 2015

Math 31A Discussion Notes Week 4 October 20 and October 22, 2015 Mat 3A Discussion Notes Week 4 October 20 and October 22, 205 To prepare for te first midterm, we ll spend tis week working eamples resembling te various problems you ve seen so far tis term. In tese notes

More information

How to Find the Derivative of a Function: Calculus 1

How to Find the Derivative of a Function: Calculus 1 Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te

More information

REVIEW LAB ANSWER KEY

REVIEW LAB ANSWER KEY REVIEW LAB ANSWER KEY. Witout using SN, find te derivative of eac of te following (you do not need to simplify your answers): a. f x 3x 3 5x x 6 f x 3 3x 5 x 0 b. g x 4 x x x notice te trick ere! x x g

More information

Chapter 4 Rigid Models and Angular Momentum Eigenstates Homework Solutions

Chapter 4 Rigid Models and Angular Momentum Eigenstates Homework Solutions Capter 4 Rigid Models and Angular Momentum Eigenstates Homework Solutions 1. A i j k B i 4j k AB AB AB AB()() ( 1)(4) ()( ) 4 x x y y z z i j k i j k AxB A A A 1 x y z Bx By Bz 4 i j k 5i 1 j 14k ( 1)(

More information

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES (Section.0: Difference Quotients).0. SECTION.0: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES Define average rate of cange (and average velocity) algebraically and grapically. Be able to identify, construct,

More information

1 Lecture 13: The derivative as a function.

1 Lecture 13: The derivative as a function. 1 Lecture 13: Te erivative as a function. 1.1 Outline Definition of te erivative as a function. efinitions of ifferentiability. Power rule, erivative te exponential function Derivative of a sum an a multiple

More information

A.P. CALCULUS (AB) Outline Chapter 3 (Derivatives)

A.P. CALCULUS (AB) Outline Chapter 3 (Derivatives) A.P. CALCULUS (AB) Outline Capter 3 (Derivatives) NAME Date Previously in Capter 2 we determined te slope of a tangent line to a curve at a point as te limit of te slopes of secant lines using tat point

More information

Applied Linear Statistical Models. Simultaneous Inference Topics. Simultaneous Estimation of β 0 and β 1 Issues. Simultaneous Inference. Dr.

Applied Linear Statistical Models. Simultaneous Inference Topics. Simultaneous Estimation of β 0 and β 1 Issues. Simultaneous Inference. Dr. Applied Linear Statistical Models Simultaneous Inference Dr. DH Jones Simultaneous Inference Topics Simultaneous estimation of β 0 and β 1 Bonferroni Metod Simultaneous estimation of several mean responses

More information

The Derivative The rate of change

The Derivative The rate of change Calculus Lia Vas Te Derivative Te rate of cange Knowing and understanding te concept of derivative will enable you to answer te following questions. Let us consider a quantity wose size is described by

More information

Math 262 Exam 1 - Practice Problems. 1. Find the area between the given curves:

Math 262 Exam 1 - Practice Problems. 1. Find the area between the given curves: Mat 6 Exam - Practice Problems. Find te area between te given curves: (a) = x + and = x First notice tat tese curves intersect wen x + = x, or wen x x+ =. Tat is, wen (x )(x ) =, or wen x = and x =. Next,

More information

First we will go over the following derivative rule. Theorem

First we will go over the following derivative rule. Theorem Tuesday, Feb 1 Tese slides will cover te following 1 d [cos(x)] = sin(x) iger-order derivatives 3 tangent line problems 4 basic differential equations First we will go over te following derivative rule

More information

2.11 That s So Derivative

2.11 That s So Derivative 2.11 Tat s So Derivative Introduction to Differential Calculus Just as one defines instantaneous velocity in terms of average velocity, we now define te instantaneous rate of cange of a function at a point

More information

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 Mat 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 f(x+) f(x) 10 1. For f(x) = x 2 + 2x 5, find ))))))))) and simplify completely. NOTE: **f(x+) is NOT f(x)+! f(x+) f(x) (x+) 2 + 2(x+) 5 ( x 2

More information

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER /2019

ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS 1 MATH00030 SEMESTER /2019 ACCESS TO SCIENCE, ENGINEERING AND AGRICULTURE: MATHEMATICS MATH00030 SEMESTER 208/209 DR. ANTHONY BROWN 6. Differential Calculus 6.. Differentiation from First Principles. In tis capter, we will introduce

More information

MTH 119 Pre Calculus I Essex County College Division of Mathematics Sample Review Questions 1 Created April 17, 2007

MTH 119 Pre Calculus I Essex County College Division of Mathematics Sample Review Questions 1 Created April 17, 2007 MTH 9 Pre Calculus I Essex County College Division of Matematics Sample Review Questions Created April 7, 007 At Essex County College you sould be prepared to sow all work clearly and in order, ending

More information

MVT and Rolle s Theorem

MVT and Rolle s Theorem AP Calculus CHAPTER 4 WORKSHEET APPLICATIONS OF DIFFERENTIATION MVT and Rolle s Teorem Name Seat # Date UNLESS INDICATED, DO NOT USE YOUR CALCULATOR FOR ANY OF THESE QUESTIONS In problems 1 and, state

More information

Definition of the Derivative

Definition of the Derivative Te Limit Definition of te Derivative Tis Handout will: Define te limit grapically and algebraically Discuss, in detail, specific features of te definition of te derivative Provide a general strategy of

More information

Differential Equations

Differential Equations Pysics-based simulation xi Differential Equations xi+1 xi xi+1 xi + x x Pysics-based simulation xi Wat is a differential equation? Differential equations describe te relation between an unknown function

More information

Some Review Problems for First Midterm Mathematics 1300, Calculus 1

Some Review Problems for First Midterm Mathematics 1300, Calculus 1 Some Review Problems for First Midterm Matematics 00, Calculus. Consider te trigonometric function f(t) wose grap is sown below. Write down a possible formula for f(t). Tis function appears to be an odd,

More information

Higher Derivatives. Differentiable Functions

Higher Derivatives. Differentiable Functions Calculus 1 Lia Vas Higer Derivatives. Differentiable Functions Te second derivative. Te derivative itself can be considered as a function. Te instantaneous rate of cange of tis function is te second derivative.

More information

Function Composition and Chain Rules

Function Composition and Chain Rules Function Composition and s James K. Peterson Department of Biological Sciences and Department of Matematical Sciences Clemson University Marc 8, 2017 Outline 1 Function Composition and Continuity 2 Function

More information

MATH 155A FALL 13 PRACTICE MIDTERM 1 SOLUTIONS. needs to be non-zero, thus x 1. Also 1 +

MATH 155A FALL 13 PRACTICE MIDTERM 1 SOLUTIONS. needs to be non-zero, thus x 1. Also 1 + MATH 55A FALL 3 PRACTICE MIDTERM SOLUTIONS Question Find te domain of te following functions (a) f(x) = x3 5 x +x 6 (b) g(x) = x+ + x+ (c) f(x) = 5 x + x 0 (a) We need x + x 6 = (x + 3)(x ) 0 Hence Dom(f)

More information

Exercise 19 - OLD EXAM, FDTD

Exercise 19 - OLD EXAM, FDTD Exercise 19 - OLD EXAM, FDTD A 1D wave propagation may be considered by te coupled differential equations u x + a v t v x + b u t a) 2 points: Derive te decoupled differential equation and give c in terms

More information

Order of Accuracy. ũ h u Ch p, (1)

Order of Accuracy. ũ h u Ch p, (1) Order of Accuracy 1 Terminology We consider a numerical approximation of an exact value u. Te approximation depends on a small parameter, wic can be for instance te grid size or time step in a numerical

More information

Alpha Trigonometry Solutions MA National Convention. Answers:

Alpha Trigonometry Solutions MA National Convention. Answers: Answers: 1 A C C D 5 A 6 C 7 B 8 A 9 A 10 A 11 C 1 D 1 E 1 B 15 C 16 C 17 D 18 C 19 B 0 C 1 E A C C 5 E 6 B 7 E 8 D 9 D 0 B 1 Solutions: 1 A Need to check each answer to 1 k60 and 1 (60 ) = 06. C An even

More information

Dynamics and Relativity

Dynamics and Relativity Dynamics and Relativity Stepen Siklos Lent term 2011 Hand-outs and examples seets, wic I will give out in lectures, are available from my web site www.damtp.cam.ac.uk/user/stcs/dynamics.tml Lecture notes,

More information

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point MA00 Capter 6 Calculus and Basic Linear Algebra I Limits, Continuity and Differentiability Te concept of its (p.7 p.9, p.4 p.49, p.55 p.56). Limits Consider te function determined by te formula f Note

More information

Mathematics 105 Calculus I. Exam 1. February 13, Solution Guide

Mathematics 105 Calculus I. Exam 1. February 13, Solution Guide Matematics 05 Calculus I Exam February, 009 Your Name: Solution Guide Tere are 6 total problems in tis exam. On eac problem, you must sow all your work, or oterwise torougly explain your conclusions. Tere

More information

1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents.

1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents. Math120 - Precalculus. Final Review. Fall, 2011 Prepared by Dr. P. Babaali 1 Algebra 1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents.

More information

Recall we measure angles in terms of degrees or radians: 360 = 2π radians

Recall we measure angles in terms of degrees or radians: 360 = 2π radians Review: trigonometry 8 Review of trigonometry 8.1 Definition of sine and cosine Recall we measure angles in terms of degrees or radians: 360 = 2π radians 8.2 Basic facts: 1. Te point (cos(t), sin(t)) lies

More information

Calculus I Practice Exam 1A

Calculus I Practice Exam 1A Calculus I Practice Exam A Calculus I Practice Exam A Tis practice exam empasizes conceptual connections and understanding to a greater degree tan te exams tat are usually administered in introductory

More information

Section 15.6 Directional Derivatives and the Gradient Vector

Section 15.6 Directional Derivatives and the Gradient Vector Section 15.6 Directional Derivatives and te Gradient Vector Finding rates of cange in different directions Recall tat wen we first started considering derivatives of functions of more tan one variable,

More information

(4.2) -Richardson Extrapolation

(4.2) -Richardson Extrapolation (.) -Ricardson Extrapolation. Small-O Notation: Recall tat te big-o notation used to define te rate of convergence in Section.: Suppose tat lim G 0 and lim F L. Te function F is said to converge to L as

More information

Continuity and Differentiability of the Trigonometric Functions

Continuity and Differentiability of the Trigonometric Functions [Te basis for te following work will be te definition of te trigonometric functions as ratios of te sides of a triangle inscribed in a circle; in particular, te sine of an angle will be defined to be te

More information

Finding and Using Derivative The shortcuts

Finding and Using Derivative The shortcuts Calculus 1 Lia Vas Finding and Using Derivative Te sortcuts We ave seen tat te formula f f(x+) f(x) (x) = lim 0 is manageable for relatively simple functions like a linear or quadratic. For more complex

More information

Taylor Series and the Mean Value Theorem of Derivatives

Taylor Series and the Mean Value Theorem of Derivatives 1 - Taylor Series and te Mean Value Teorem o Derivatives Te numerical solution o engineering and scientiic problems described by matematical models oten requires solving dierential equations. Dierential

More information

A = h w (1) Error Analysis Physics 141

A = h w (1) Error Analysis Physics 141 Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.

More information

Derivatives of Exponentials

Derivatives of Exponentials mat 0 more on derivatives: day 0 Derivatives of Eponentials Recall tat DEFINITION... An eponential function as te form f () =a, were te base is a real number a > 0. Te domain of an eponential function

More information

Problem Set 4: Whither, thou turbid wave SOLUTIONS

Problem Set 4: Whither, thou turbid wave SOLUTIONS PH 253 / LeClair Spring 2013 Problem Set 4: Witer, tou turbid wave SOLUTIONS Question zero is probably were te name of te problem set came from: Witer, tou turbid wave? It is from a Longfellow poem, Te

More information

f a h f a h h lim lim

f a h f a h h lim lim Te Derivative Te derivative of a function f at a (denoted f a) is f a if tis it exists. An alternative way of defining f a is f a x a fa fa fx fa x a Note tat te tangent line to te grap of f at te point

More information

Symmetry Labeling of Molecular Energies

Symmetry Labeling of Molecular Energies Capter 7. Symmetry Labeling of Molecular Energies Notes: Most of te material presented in tis capter is taken from Bunker and Jensen 1998, Cap. 6, and Bunker and Jensen 2005, Cap. 7. 7.1 Hamiltonian Symmetry

More information

Material for Difference Quotient

Material for Difference Quotient Material for Difference Quotient Prepared by Stepanie Quintal, graduate student and Marvin Stick, professor Dept. of Matematical Sciences, UMass Lowell Summer 05 Preface Te following difference quotient

More information

Prof. Shayla Sawyer CP08 solution

Prof. Shayla Sawyer CP08 solution What does the time constant represent in an exponential function? How do you define a sinusoid? What is impedance? How is a capacitor affected by an input signal that changes over time? How is an inductor

More information

Chapter Seven The Quantum Mechanical Simple Harmonic Oscillator

Chapter Seven The Quantum Mechanical Simple Harmonic Oscillator Capter Seven Te Quantum Mecanical Simple Harmonic Oscillator Introduction Te potential energy function for a classical, simple armonic oscillator is given by ZÐBÑ œ 5B were 5 is te spring constant. Suc

More information

The Derivative as a Function

The 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 + )

More information

Midterm #1B. x 8 < < x 8 < 11 3 < x < x > x < 5 or 3 2x > 5 2x < 8 2x > 2

Midterm #1B. x 8 < < x 8 < 11 3 < x < x > x < 5 or 3 2x > 5 2x < 8 2x > 2 Mat 30 College Algebra Februar 2, 2016 Midterm #1B Name: Answer Ke David Arnold Instructions. ( points) For eac o te ollowing questions, select te best answer and darken te corresponding circle on our

More information