Free Essay

Complex Numbers

In:

Submitted By sabatia
Words 2320
Pages 10
Argand diagrams and the polar form
Introduction





10.2





In this Block we introduce a geometrical interpretation of a complex number. Since a complex number z = x + iy is comprised of two real numbers it is natural to consider a plane in which to place a complex number. We shall see that there is a close connection between complex numbers and two-dimensional vectors. In the second part of this Block we introduce an alternative form, called the polar form, for representing complex numbers. We shall see that the polar form is particularly advantageous when multiplying and dividing complex numbers.

9

6

x know what a complex number is

Prerequisites
Before starting this Block you should . . .
8

y understand how to use trigonometric functions cos θ, sin θ and tan θ z understand what a polynomial function is { possess a knowledge of vectors
7

Learning Outcomes

Learning Style

After completing this Block you should be able To achieve what is expected of you . . . to . . .  represent complex numbers on an Argand diagram  obtain the polar form of a complex number  multiply and divide complex numbers in polar form  allocate sufficient study time

 briefly revise the prerequisite material  attempt every guided exercise and most of the other exercises

1. The Argand diagram
In Block 10.1 we met a complex number z = x + iy in which x, y are real numbers and √ i = −1. We learned how to combine complex numbers together using the usual operations of addition, subtraction, multiplication and division. In this block we examine a useful geometrical description of complex numbers. Since a complex number is specified by two real numbers x, y it is natural to represent a complex number by a vector in a plane. We take the usual xy plane in which the ‘horizontal’ axis is the x-axis and the ‘vertical’ axis is the y-axis (2, 3) y z (−1, 1) w −1 0 1 2 x 1

Thus the complex number z = 2 + 3i would be represented by a line starting from the origin and ending at the point with coordinates (2, 3) and w = −1 + i is represented by the line starting from the origin and ending at the point with coordinates (−1, 1). When the x-y plane is used in this way it is called an Argand diagram. With this interpretation the modulus of z, that is |z| is simply the length of the line which represents z. Now do this exercise Given that z = 1 + i, w = i represent the complex numbers z, w and 2z − 3w − 1 on an Argand diagram. Answer If we have two complex numbers z = a + ib, w = c + id then, as we already know z + w = (a + c) + i(b + d) that is, the real parts add together and the imaginary parts add together. But this is precisely what occurs with the addition of two vectors. If p and q are 2-dimensional vectors then: p = ai + bj q = ci + dj where i and j are unit vectors inthe x- and y-directions respectively. So, using vector addition: p + q = (a + c)i + (b + d)j We conclude from this that addition (and hence subtraction) of complex numbers is essentially equivalent to addition (subtraction) of two-dimensional vectors. Because of this, complex numbers (when represented on an Argand diagram) are slidable — as long as you keep their length and direction the same, you can position them anywhere on an Argand diagram. We see that the Cartesian form of a complex number: z = a + ib is a particularly suitable form for addition (or subtraction) of complex numbers. However, when we come to consider multiplication and division of complex numbers, the Cartesian description is not the most convenient form that is available to us. A much more convenient form is the polar form which we now introduce.
Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

2

y q p+q p 0 x vector addition Figure 1:

y w z+w z 0 x complex addition

2. The polar form of a complex number
We have seen, above, that the complex number z = a + ib can be represented by a line pointing out of the origin and ending at a point with coordinates (a, b). y P

r z θ 0 a x b

To locate the point P we introduce polar coordinates (r, θ) where r is the positive distance from 0 and θ is the angle measured from the positive x-axis, as shown in the diagram. From the properties of the right-angled triangle there is an obvious relation between (a, b) and (r, θ): a = r cos θ or equivalently, r= √ b = r sin θ

a2 + b2

b tan θ = . a

This leads to an alternative way of writing a complex number: z = a + ib = r cos θ + ir sin θ = r(cos θ + i sin θ) The angle θ is called the argument of z and written, for short, arg(z). The non-negative real number r is the modulus of z. 3
Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

Key Point If z = a + ib then z = r(cos θ + i sin θ) in which r = |z| = √ a2 + b2 and θ = arg(z) = tan−1 b a

Example Find the polar coordinate form of (i) z = 3 + 4i (ii) z = −3 − i Solution (i) Here r = |z| = √ 32 + 42 = √ 25 = 5 4 θ = arg(z) = tan−1 ( ) = 53.13◦ 3

so that z = 5(cos 53.13◦ + i sin 53.13◦) (ii) Here r = |z| = (−3)2 + (−1)2 = √ 10 ≈ 3.16 θ = arg(z) = tan−1 (−1) = tan−1 ( 1 ) 3 (−3)

Now, on your calculator (unless it is very sophisticated) you will obtain a value of about 18.43◦ for tan−1 ( 1 ). This is incorrect since if we use the Argand 3 diagram to plot z = −3 − i we get: y

θ −3 0 −1 The angle θ is clearly 180◦ + 18.43◦ = 198.43◦ . x

This example warns us to take care when determining arg(z) purely using algebra. You will always find it helpful to construct the Argand diagram to locate the particular quadrant into which your complex number is pointing. Your calculator cannot do this for you. Finally, in this example, z = 3.16(cos 198.43◦ + i sin 198.43◦). Try each part of this exercise Find the polar coordinate form of the following complex numbers.
Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

4

Part (i) z = −i (i) Part (ii) z = 3 − 4i (ii) Answer Answer

Remember, to get the correct angle, draw your complex number on an Argand diagram.

Multiplication and division using polar coordinates
The reader will perhaps be wondering why we have bothered to introduce the polar form of a complex number. After all, the calculation of arg(z) is not particularly straightforward. However, as we have said, the polar form of a complex number is a much more convenient vehicle to use for multiplication and division of complex numbers. To see why, let us consider two complex numbers in polar form: z = r(cos θ + i sin θ) w = t(cos φ + i sin φ)

Then the product zw is calculated in the usual way zw = {r(cos θ + i sin θ)}{t(cos φ + i sin φ)} = rt[cos θ cos φ − sin θ sin φ + i(sin θ cos φ + cos θ sin φ)] = rt(cos(θ + φ) + i sin(θ + φ) in which we have used the standard trigonometric relations cos(θ + φ) = cos θ cos φ − sin θ sin φ sin(θ + φ) = sin θ cos φ + cos θ sin φ.

We see that in calculating the product that the moduli r and t multiply together whilst the arguments arg(z) = θ and arg(w) = φ add together. Now do this exercise If z = r(cos θ + i sin θ) and w = t(cos φ + i sin φ) then find the polar expression for z w Answer

We see that in calculating the quotient that the moduli r and t divide whilst the arguments arg(z) = θ and arg(w) = φ subtract. Key Point If z = r(cos θ + i sin θ) and w = t(cos φ + i sin φ) then zw = rt(cos(θ + φ) + i sin(θ + φ)) z r = (cos(θ − φ) + i sin(θ − φ)) w t

We conclude that addition and subtraction are most easily carried out in Cartesian form whereas multiplication and division are most easily carried out in polar form. 5
Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

Complex numbers and rotations
We have seen, when multiplying one complex number by another, that moduli multiply and arguments add. If, in particular, z is a complex number with a unit modulus z = cos θ + i sin θ and if w is any other complex number w = t(cos φ + i sin φ) then wz = t(cos(θ + φ) + i sin(θ + φ)) so that the effect of multiplying w by z is to rotate the line representing the complex number w through an angle θ. This is illustrated in the following diagram. (i.e. r = 1)

y

y wz w multiply by z θ+φ x 0 x

φ 0

This result would certainly be difficult to obtain had we continued to use the Cartesian form. Since, in terms of the polar form of a complex number −1 = 1(cos 180◦ + i sin 180◦ ) we see that multiplying a number by −1 produces a rotation through 180◦ . In particular the product of (−1) with itself i.e. (−1)(−1) rotates the number 180◦ again, totalling 360◦ which is equivalent to leaving the number unchanged. Hence the introduction of complex numbers has ‘explained’ the accepted (though odd) result (−1)(−1) = +1 More exercises for you to try 1. Display, on an Argand diagram, the complex numbers 1 − i, 1 + 3i and 2i − 1. (1 + 3i) 2. Find the polar form of (i) 1 − i, (ii) 1 + 3i (iii) 2i − 1. Hence calculate (2i − 1) 3. On an Argand diagram draw the complex number 1 + 2i. By changing to polar form examine the effect of multiplying 1 + 2i by, in turn, i, i2 , i3 , i4 . Represent these new complex numbers on an Argand diagram. 4. By utilising the Argand diagram convince yourself that |z + w| ≤ |z| + |w| for any two complex numbers z, w. This is known as the triangle inequality. Answer
Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

6

3. Computer Exercise or Activity
For this exercise it will be necessary for you to access the computer package DERIVE. In DERIVE the basic complex object i is denoted by ˆ You i. can use this in any expression by keying ctrl +i or by clicking on the ˆ icon in the Expression dialog box. The conjugate of i a complex number z is written conj(z) in DERIVE and the modulus of z is written abs(z). DERIVE will help you verify your complex number solutions to the Block exercises. DERIVE does not have a facility for plotting complex numbers on an Argand diagram. Neither is it capable of expressing complex numbers in polar form. However, it will sometimes present a complex number in exponential form which is a method of writing complex numbers which we will not meet until the next block. MAPLE can handle complex numbers also. Its standard notation for i is I. Its notation for the conjugate z ∗ is conjugate(z). Conveniently, it can also convert complex numbers in Cartesian form to polar form. To do this you will first need to load the appropriate library readlib(polar). For example to convert 1 + i into polars we would include the following program segment: > readlib(polar) : > z := 1 + I : > convert(z, polar); MAPLE responds with polar √ π 2, 4

Here the first term in the list represents the modulus of z and the second term represents the argument of z expressed in radians. As a useful exercise in the use of MAPLE you should verify all of the Cartesian to polar form conversions in this block and check your solutions to the exercises. End of Block 10.2

7

Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

You should obtain the following diagram. y 1 w 0 z 1 2z − 3w − 1 x

Argand diagram

−1

Back to the theory

Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

8

z = 1(cos 270◦ + i sin 270◦) Back to the theory

9

Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

z = 5(cos 306.86◦ + i sin 306.86◦) Back to the theory

Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

10

r z = (cos(θ − φ) + i sin(θ − φ)) w t

Back to the theory

11

Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

1. y 2i − 1 1 + 3i

0 1−i

x

√ 2(cos 315◦ + i sin 315◦) (ii) 10(cos 71.57◦ + i sin 71.57◦ ) (iii) √ 5(cos 116.57◦ + i sin 116.57◦). Also √ (1 + 3i) √ = 2(cos(−45◦ ) + i sin(−45◦ )) = 2(cos(45◦ ) − i sin(45◦ )) = (1 − i). 3. Each time (2i − 1) you multiply through by i you effect a rotation through 90◦ of the line representing the complex number 1 + 2i. After four such products you are back to where you started, at 1 + 2i. 4. This inequality states that no one side of a triangle is greater in length than the sum of the lengths of the other two sides. See the second part of Figure 1 for the geometrical interpretation. 2. (i) Back to the theory



Engineering Mathematics: Open Learning Unit Level 1 10.2: Complex numbers

12

Similar Documents

Free Essay

God's Equation

...trigonometric functions and complex exponential functions. According to the formula, for any real number x, In the above formula, e is the base of the natural logarithm, i the imaginary unit. Cos and Sin are trigonometric functions (the arguments are to be taken in radians and not degrees.). The formula applies even if x is a complex number. Particularly with x = π, or half a turn around the circle, e^iπ = cos π + i sin π Since cos π = -1 and sin π = 0, It can be deduced that e^iπ = -1 + i0 which brings us to the identity The identity successfully links five fundamental mathematical constants: 1. The number 0(the additive identity). 2. The number 1(the multiplicative identity). 3. The number pi (3.14159265…). 4. The number e (base of all natural logarithms, which occurs widely in mathematics and scientific analysis). 5. The number i (the imaginary unit of the complex numbers) The formula describes two equivalent ways to move in a circle. One of its major applications is that in the complex number theory. The interpretation of the function eix can be that it traces out the unit circle in the complex number plane while x ranges through the real numbers. x in this case refers to the angle that any line that connects the origin with any point on the circle makes with the positive real axis (being measured in radians counter clockwise). Points in the complex plane are represented by complex numbers that are written in cartesian...

Words: 525 - Pages: 3

Premium Essay

History of Algebra

...History of algebra The history of algebra began in ancient Egypt and Babylon, where people learned to solve linear (ax = b) and quadratic (ax2 + bx = c) equations, as well as indeterminate equations such as x2 + y2 = z2, whereby several unknowns are involved. The ancient Babylonians solved arbitrary quadratic equations by essentially the same procedures taught today. They also could solve some indeterminate equations. The Alexandrian mathematicians Hero of Alexandria and Diophantus continued the traditions of Egypt and Babylon, but Diophantus's book Arithmetica is on a much higher level and gives many surprising solutions to difficult indeterminate equations. This ancient knowledge of solutions of equations in turn found a home early in the Islamic world, where it was known as the "science of restoration and balancing." (The Arabic word for restoration, al-jabru,is the root of the word algebra.) In the 9th century, the Arab mathematician al-Khwarizmi wrote one of the first Arabic algebras, a systematic exposé of the basic theory of equations, with both examples and proofs. By the end of the 9th century, the Egyptian mathematician Abu Kamil had stated and proved the basic laws and identities of algebra and solved such complicated problems as finding x, y, and z such that x + y + z = 10, x2 + y2 = z2, and xz = y2. Ancient civilizations wrote out algebraic expressions using only occasional abbreviations, but by medieval times Islamic mathematicians were able to talk about arbitrarily...

Words: 893 - Pages: 4

Premium Essay

Gsl Scientific Library

...GNU Scientific Library Reference Manual Edition 1.14, for GSL Version 1.14 4 March 2010 Mark Galassi Los Alamos National Laboratory Jim Davies Department of Computer Science, Georgia Institute of Technology James Theiler Astrophysics and Radiation Measurements Group, Los Alamos National Laboratory Brian Gough Network Theory Limited Gerard Jungman Theoretical Astrophysics Group, Los Alamos National Laboratory Patrick Alken Department of Physics, University of Colorado at Boulder Michael Booth Department of Physics and Astronomy, The Johns Hopkins University Fabrice Rossi University of Paris-Dauphine Copyright c 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010 The GSL Team. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU Free Documentation License, Version 1.3 or any later version published by the Free Software Foundation; with the Invariant Sections being “GNU General Public License” and “Free Software Needs Free Documentation”, the Front-Cover text being “A GNU Manual”, and with the Back-Cover Text being (a) (see below). A copy of the license is included in the section entitled “GNU Free Documentation License”. (a) The Back-Cover Text is: “You have the freedom to copy and modify this GNU Manual.” Printed copies of this manual can be purchased from Network Theory Ltd at http://www.network-theory.co.uk/gsl/manual/. The money raised from sales of the manual...

Words: 148402 - Pages: 594

Free Essay

Chapter 17

...coordinates. Write the equation using rectangular coordinates (x, y). 4) r = 1 + 2 sin θ_ The rectangular coordinates of a point are given. Find polar coordinates for the point. 5) ( -4, 4) A) B) C) D) The letters x and y represent rectangular coordinates. Write the equation using polar coordinates (r, θ_). 6) x2 + y2 - 4x = 0 Transform the polar equation to an equation in rectangular coordinates. Then identify and graph the equation. 7) r = 2 cos θ_ Write the complex number in polar form. Express the argument in degrees, rounded to the nearest tenth, if necessary. 8) 2 + 2i Plot the complex number in the complex plane. 9) -4 + i Solve the problem. Leave your answer in polar form. 10) z = 10(cos 45 + i sin 45°) w = 5(cos 15° + i sin 15°) Find . Write the expression in the standard form a + bi. 11) Find all the complex roots. Leave your answers in polar form with the argument in degrees. 12) The complex fourth roots of -16 Use the figure below. Determine whether the given statement is true or false. 13) A + H = F Find the dot product v ∙_ w. 14) v = 7i + 9j,w = -5i - 6j Find the angle between v and w. Round your answer to one decimal place, if necessary. 15) v = 6i - 5j,w = 9i + 2j State whether the vectors are parallel, orthogonal, or neither. 16) v = 4i + 2j,w = 2i - 4j Decompose v into two vectors and ,...

Words: 784 - Pages: 4

Free Essay

Linear Progr

...else b += SIGN(tol1,xm); fb=(*func)(b); Move last best guess to a. Evaluate new trial root. Sample page from NUMERICAL RECIPES IN C: THE ART OF SCIENTIFIC COMPUTING (ISBN 0-521-43108-5) Copyright (C) 1988-1992 by Cambridge University Press. Programs Copyright (C) 1988-1992 by Numerical Recipes Software. Permission is granted for internet users to make one paper copy for their own personal use. Further reproduction, or any copying of machinereadable files (including this one) to any server computer, is strictly prohibited. To order Numerical Recipes books or CDROMs, visit website http://www.nr.com or call 1-800-872-7423 (North America only), or send email to directcustserv@cambridge.org (outside North America). } nrerror("Maximum number of iterations exceeded in zbrent"); return 0.0; Never get here. } CITED REFERENCES AND FURTHER READING: Brent, R.P. 1973, Algorithms for Minimization without Derivatives (Englewood Cliffs, NJ: PrenticeHall), Chapters 3, 4. [1] Forsythe, G.E., Malcolm, M.A., and Moler, C.B. 1977, Computer Methods for Mathematical Computations (Englewood Cliffs, NJ: Prentice-Hall), §7.2. 9.4 Newton-Raphson Method Using Derivative Perhaps the most celebrated of all one-dimensional root-finding routines is Newton’s method, also called the Newton-Raphson method. This method is distinguished from the methods of previous sections by the fact that it requires the evaluation of both the function f (x), and the derivative f (x), at arbitrary points x. The Newton-Raphson...

Words: 3328 - Pages: 14

Free Essay

Matlab & Ss

...Lab 1: Introduction to MATLAB Warm-up MATLAB is a high-level programming language that has been used extensively to solve complex engineering problems. The language itself bears some similarities with ANSI C and FORTRAN. MATLAB works with three types of windows on your computer screen. These are the Command window, the Figure window and the Editor window. The Figure window only pops up whenever you plot something. The Editor window is used for writing and editing MATLAB programs (called M-files) and can be invoked in Windows from the pull-down menu after selecting File | New | M-file. In UNIX, the Editor window pops up when you type in the command window: edit filename (‘filename’ is the name of the file you want to create). The command window is the main window in which you communicate with the MATLAB interpreter. The MATLAB interpreter displays a command >> indicating that it is ready to accept commands from you. • View the MATLAB introduction by typing >> intro at the MATLAB prompt. This short introduction will demonstrate some basic MATLAB commands. • Explore MATLAB’s help capability by trying the following: >> help >> help plot >> help ops >> help arith • Type demo and explore some of the demos of MATLAB commands. • You can use the command window as a calculator, or you can use it to call other MATLAB programs (M-files). Say you want to evaluate the expression [pic], where a=1.2, b=2.3, c=4.5 and d=4....

Words: 2151 - Pages: 9

Free Essay

Response

...Instructor information Wyatt C. Christian-Carpenter Office: Evans 111D Office Number: 870-230-5043 Google Number: 828-539-0402 Email: CARPENW@hsu.edu Office Hours MWF: 9 – 10 a.m. & 11 a.m. – 12 p.m.; TR: 12:30 – 1:30 p.m. & 2:45 – 3:45 p.m. Meeting Times and Location MWF: 10 – 10:50 a.m., EV205 MWF: 1 – 1:50 p.m., EV 205 TR: 11 a.m. – 12:15 p.m., EV 205 TR 1:30 – 2:45 p.m., EV 207 Text and Required Supplies A Graphical Approach to College Algebra, 6th Edition by John Hornsby, Margaret Lial, Gary Rockswold ©2014 Prentice Hall. Description | | ISBN-10 | ISBN-13 | Approximate Cost | MyMathLab access code | Required | 032119991X | 9780321199911 | $75–100 | Hardcopy or Kindle | Optional | 0321920309 | 9780321920300 | $145–196 | Hardcopy bundled with MML | Optional | 978-0321909817 | 032190981X | $200–290 | The MyMathLab code can be purchased from the Arkadelphia bookstores or online. MWF MyMathLab CourseID: carpenter58666 TR MyMathLab CourseID: carpenter61414 A graphing calculator is required. Any TI newer than a TI-83 is highly recommended, for example, the TI-83+, TI-84+, or TI-nspire. The mathematics department strongly recommends the TI-Nspire CAS if you will take Calculus 1 or above. Course Prerequisite(s) A score of 20 on the ACT Mathematics Section, or equivalent score, or a grade of “C” or better in Intermediate Algebra from an accredited institution is required. However, it is recommended that your ACT score be at least 22. If...

Words: 1459 - Pages: 6

Free Essay

Hey There Its Me

...Centre Number For Examiner’s Use Candidate Number Surname Other Names Examiner’s Initials Candidate Signature Question General Certificate of Education Advanced Level Examination January 2012 Mark 1 2 3 Mathematics MFP2 5 Unit Further Pure 2 Friday 20 January 2012 4 6 1.30 pm to 3.00 pm 7 For this paper you must have: * the blue AQA booklet of formulae and statistical tables. You may use a graphics calculator. 8 TOTAL Time allowed * 1 hour 30 minutes Instructions * Use black ink or black ball-point pen. Pencil should only be used for drawing. * Fill in the boxes at the top of this page. * Answer all questions. * Write the question part reference (eg (a), (b)(i) etc) in the left-hand margin. * You must answer the questions in the spaces provided. Do not write outside the box around each page. * Show all necessary working; otherwise marks for method may be lost. * Do all rough work in this book. Cross through any work that you do not want to be marked. Information * The marks for questions are shown in brackets. * The maximum mark for this paper is 75. Advice * Unless stated otherwise, you may quote formulae, without proof, from the booklet. * You do not necessarily need to use all the space provided. (JAN12MFP201) P46339/Jan12/MFP2 6/6/6/ MFP2 Do not write outside the box 2 Answer all questions in the spaces provided. 1 (a) Show, by means of a sketch, that...

Words: 1192 - Pages: 5

Free Essay

Day One of Operation 69

...Janurary 4th, 1969 Day one of Operation 69, located on the range of Vietnam to take down General Form, the leader of the upper bound Vietnam Army. General Form his right-hand man Master Quadrants are responsible for the relation of invading our domain and torturing many citizens with their quadratic functions of Leading Coefficient Test. I am Leuitenant Axis the leader of Alpha I. We are specialized in top secret missions, mostly assasination related. Our Cartesian plane arrived in Vietnam at 20 hundred hours at the lower bound of Vietnam in order to assure noone sees us. 2 hours of sleep, then we head on into the dark towards Descartes Rules of Signs, an underground market that will supply us with standard forms of desguises so we can have the element of surprise. Janurary 6th.1969 Day three and we have arrived to Descartes Rules of signs and have recieved our desguises have can head to the upper bound to achieve the solution of assasinating our targets. From what the test intervals show, there are many hideouts and many coordinates we would have to search, so I decided to take a risky independent variable in our mission. I decided to split my platoon into ordered pairs to increase our chances of assasinating these power functions. Sargeant Hays and Private Colt will be station on the right orgin of the upper bound, which is a HAM radio station to intercept any important information to keep us updated. Corpral James and Private Skychild will be stationed at the composition...

Words: 1029 - Pages: 5

Free Essay

Matha

...Higher Engineering Mathematics In memory of Elizabeth Higher Engineering Mathematics Sixth Edition John Bird, BSc (Hons), CMath, CEng, CSci, FIMA, FIET, MIEE, FIIE, FCollT AMSTERDAM • BOSTON • HEIDELBERG • LONDON • NEW YORK • OXFORD PARIS • SAN DIEGO • SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO Newnes is an imprint of Elsevier Newnes is an imprint of Elsevier The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, UK 30 Corporate Drive, Suite 400, Burlington, MA 01803, USA First edition 2010 Copyright © 2010, John Bird, Published by Elsevier Ltd. All rights reserved. The right of John Bird to be identified as the author of this work has been asserted in accordance with the Copyright, Designs and Patents Act 1988. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means electronic, mechanical, photocopying, recording or otherwise without the prior written permission of the publisher. Permissions may be sought directly from Elsevier’s Science & Technology Rights Department in Oxford, UK: phone (+44) (0) 1865 843830; fax (+44) (0) 1865 853333; email: permissions@elsevier.com. Alternatively you can submit your request online by visiting the Elsevier web site at http://elsevier.com/locate/permissions, and selecting Obtaining permission to use Elsevier material. Notice No responsibility is assumed by the publisher for any injury and/or damage to persons or property as a matter of products...

Words: 203239 - Pages: 813

Free Essay

Pelajaran Matlab

...SUPLEMEN Pemodelan Sistem / Pengolahan Sinyal / Metode Kuantitatif TUTORIAL SINGKAT MATLAB oleh: Judi Prajetno Sugiono Sekolah Tinggi Teknik Surabaya (2005, 2008, 2011) judi@stts.edu ©2005 p. 1 of 40 MATLAB Short Tutorial Reserve word (don’t used it as variable's name) · · · · · ans pi nan inf eps Special sign · · · · · % [] ; ' : line comment begin - end of matrix row separation, or not echoed command if place in the end of a statement begin - end of string indexing sign Variable is assume as matrix % empty matrix A=[] A = [] % matrix 1x1 or a constant A=[0] A = 0 % same with A=0 A = 0 % complex number: use i or j to express imaginary part z=3+4j z = 3.0000 + 4.0000i Entry a matrix % use as column separation and or as row separation A=[1 2 3; 4 5 6; 7 8 9] A = 1 4 7 2 5 8 3 6 9 Last saved by jpsugiono 9/23/2011 judi@stts.edu ©2005 p. 2 of 40 How to point element of matrix % A(row,column) A(1,3) ans = 3 % sign use as get all row or column A(2,:) ans = 4 5 6 % sign use as get from m to n cell in row or colomn A(1:2, 2:3) ans = 2 5 3 6 row and column vector % row vector a=[0 1 2 3 4 5] a = 0 1 2 3 4 5 % column vector b=[0; 1; 3; 4; 5] b = 0 1 3 4 5 % Shortcut to build a vector % init:step:final a=0:0.2:1 a = 0 0.2000 0.4000 0.6000 String % begin and end with < ' >, and act like a matrix of character ...

Words: 819 - Pages: 4

Free Essay

Formulas

...n ( ) 2 ( 1) = ( 1) 2 1 2 = 1 + = + − + − Geometric series 1 for 1 1 (1 ) 1 = − < − = − = ∞ − r r S a r S a r u ar n n n n Summations ( )1 2 1 1 + = Σ= r n n n r ( 1)(2 1) 6 1 1 2 + + = Σ= r n n n n r 2 2 4 1 1 3 ) 1 ( + = Σ= r n n n r Trigonometry – the Cosine rule a2 = b2 + c2 − 2bc cos A Binomial Series ∈ + + ⎟ ⎟⎠ ⎞ ⎜ ⎜⎝ ⎛ + + ⎟ ⎟⎠ ⎞ ⎜ ⎜⎝ ⎛ + ⎟ ⎟⎠ ⎞ ⎜ ⎜⎝ ⎛ + = + − − a − b b n r n a b n a b n a b n an n n n r r n ( 2 1 ( ) 1 2 2 … … ) where !( )! C ! r n r n r n r n − = = ⎟ ⎟⎠ ⎞ ⎜ ⎜⎝ ⎛ + = + + − + + − − + x + x < n∈ r x n nx n n x n n n r r ( 1, 1.2 ( 1) ( 1) 1.2 (1 ) 1 ( 1) 2 … … … … ) Logarithms and exponentials ax = exln a Complex numbers {r(cosθ + i sinθ )}n = r n (cos nθ + i sin nθ ) eiθ = cosθ + i sinθ The roots of z n = 1 are given by n k z 2π i = e , for k = 0, 1, 2, … , n −1 N R klj 5 Maclaurin’s series f( ) f(0) f (0) 2! f (0) … ! f ( ) (0) … 2 = + ′ + ′′ + + r + r r x x x x r x x x x x x r e exp( ) 1 2! ! for all 2 = = + + +…+ +… r x x x x x x r + = − + − + (−1)r+ + (−1 < ln(1 ) 2 3 2 3 1 … … 1) x r x x x x x r r for all (2 1)! ( 1) 3! 5! sin 3 5 2 1 … +… + = − + − + − + x r x x x x r r for all (2 )! ( 1) 2! 4! cos 1 2 4 2 = − + −…+ − +… Hyperbolic functions cosh2 x − sinh2 x = 1 sinh 2x = 2sinh x cosh x cosh 2x = cosh2 x + sinh 2 x cosh−1 x = ln{x + x2 −1} (x 1) sinh−1 x = ln{x + x2 +1} ( 1) 1 tanh...

Words: 707 - Pages: 3

Free Essay

Final

...QUESTIONS FOR FINAL EXAM 1. What is control? 2. What is automatic control? 3. What is called as automatic control system? 4. What is the primary goal of automatic control? 5. What is called as object of management? 6. What is called as the operated size? 7. What is called as operating body? 8. What is called as a sensitive element? 9. What is the entrance and target sizes? 10. What is called as operating influence? 11. What is called as indignation? 12. What is called as a deviation from the set size? 13. What is called as the actuation device? 14. What is called as the setting device? 15. What is called as a function chart and of what it consists? 16. In what difference of a signal from physical size? 17. In what an essence of a principle of the opened management? 18. In what an essence of a principle of indemnification? 19. In what an essence of a principle of feedback? 20. List merits and demerits of principles of management? 21. What special case of management is called as regulation? 22. In what difference of systems of direct and indirect regulation? 23. List and give the short characteristic of principal views CS? 24. What is called as static mode CS? 25. What is called as static characteristics CS? 26. What is called as the equation of statics CS? 27. What difference from strengthening factor is called in transfer factor, in what? 28. In what difference...

Words: 2580 - Pages: 11

Free Essay

Providian Fund

...OK, Determinants are Easy, but What are they good for? Oops, sorry English Folks, I meant “For what are they good?” Sometimes it may seem to students that the only value of the thing they have just learned in math is to be able to learn the next thing and although I am a big proponent of the “Math for Math’s sake” school, I occasionally feel a swelling up of my old Engineering background urging me to provide an application of the learning. In just such a mood, I offer the following APPLICATIONS OF DETERMINANTS We begin by asking you to recall that moment not so long ago when you were in an algebra or geometry class, and a problem might begin when we gave you the coordinates of three points in the coordinate plane, A=(2,1); B=(5,6) and C= (9,-1). Among the myriad things we might have asked you to do with this given information would be two that are easily answered by the methods of determinants; “Find the area of the triangle formed?” and “Prove that the three points are, or are not, collinear (lie on the same line).” Finding the area of a triangle If you had not had the benefit of an introduction to determinants, you might have to resort to something like the following to find area. Taking the points in pairs we could find the length of each segment, ([pic], [pic], and [pic]) and then employing the well known formula of Heron (you do remember Heron’s Formula, don’t you?) to find the area. We would arrive at an area of 20.5 square units. But now...

Words: 1160 - Pages: 5

Free Essay

Matlab Code

...% % % dt = 1/100; % sampling rate % et = 4; % end of the interval % t = 0:dt:et; % sampling range % y = 3*sin(4*2*pi*t) + 5*sin(2*2*pi*t); % % Y = fft(y); % compute Fourier transform % n = size(y,2); % 2nd half are complex conjugates % amp_spec = abs(Y)/n; % % % figure; % subplot(3,1,1); % first of two plots % plot(t,y); grid on % plot with grid % axis([0 et -8 8]); % adjust scaling % % subplot(3,1,2); % second of two plots % freq = (0:size(amp_spec,2)-(1/(n*dt)))/(n*dt); % abscissa viewing window % plot(freq,amp_spec); grid on % % subplot(3,1,3); % second of two plots % freq1 = ((-size(amp_spec,2)+1)/2:(size(amp_spec,2)-1)/2)/(n*dt); % abscissa viewing window % FTy = fftshift(amp_spec) % plot(freq1,FTy); grid on % clear all close all clc x=[] for i = -5:1/1000:5 if i > 0.5 | i < -0.5 x = [x 0]; else x = [x 1]; end end figure;plot(-5:1/1000:5,x) dt = 1/1000; Xf1 = fft(x); n= length(Xf1); Xf = abs(Xf1)/n; Freq = (0:size(Xf,2)-1)/(n*dt) figure; plot(Freq ,Xf) freq1 = ((-size(Xf,2)+1)/2:(size(Xf,2)-1)/2)/(n*dt) Xf = fftshift(Xf) figure; plot(freq1,Xf) f=[-2:0.01:2] H1 = 1./sqrt(1 + (f/1).^2); figure;plot(f,H1); H = 1./sqrt(1 + (freq1/100).^2); REP_mod = H.* Xf; figure;plot(freq1,abs(REP_mod)); Xf1 = fftshift(Xf1) REP = H.*Xf1; REP = ifftshift(REP); IXF = ifft(REP); %IXF = abs(IXF); figure;...

Words: 266 - Pages: 2