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Chapter 23 Complex Numbers - Links to Trig Continued
Before reading the second proof below, explore the geometry-vectors-trig
section of this website created after this book was written. The latter
section presents a simpler path for the exposition geometry, vectors and trig.
The second proof below was part of the exploration of ideas that led to the
simpler path.
Second Proof
Step 1. Suppose P = a+i b and Q = c+id are at
unit distance from the origin of the plane. Then
a2+b2 = 1 and c2+d2 = 1. (Units of length are
omitted. The product P·Q has length 1.) The diagram
below shows that the product P·Q located by adding
angles (and multiplying lengths) coincides with the vector given by the sum of
a·Q and i b·Q. This implies the distributive
law (a+ib)·z = a·z+ib·z for the situation
depicted. The argument holds regardless of the quadrants in
which P is located.
The product a·Q is collinear with the vector Q as
a is real while the product ib·Q is perpendicular
to Q since ib has angle 90 degrees with the positive
(real) axis.
Step 2. The foregoing implies the distributive law (a+ib)·z = a·z+ ib·z for case a2+b2 = 1 = |z|. Since the polar
coordinate defined product of points in the plane is
commutative, the foregoing law is two-sided. Hence z = c+id
with c and d both real and c2+d2 = 1 implies
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a·c+a·id + b·ic+ib·id by step 1 twice |
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| ac-bd+i(ad+bc) as i2 = -1 |
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due to the definition of the product of complex numbers
and the associativity (proof?) of the addition of points in the
plane. The real part of the product is ac-bd and the
imaginary part is ad+bc.
Step 3. From the polar coordinate definition of the product of complex
numbers, we observe
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[cos(q)+isin(q)][cos(b)+isin(b)] = cos(q+b)+isin(q+b). |
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Now the angle sum formulas for sine
and cosine:
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cos(q)cos(b)-sin(q)sin(b) = cos(q+b) |
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and
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cos(q)sin(b)+sin(q)cos(b) = sin(q+b) |
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follow from the expressions derived above for the
rectangular coordinates of the product of two unit magnitude
points in the plane. How to compute the real
and imaginary parts in a product of any pair of complex
numbers in terms of the real and imaginary parts of the factors is given next.
Distributive Law and Consequences
The next pages offer another way to obtain the
distributive law for multiplication without assuming the
factors have unit length. The next pages further imply the formulas
for the real and imaginary parts of a product, and from them the
angle sum formulas. This shows links between complex
numbers and trigonometry can be obtained in different ways.
The previous sections show how multiplying points (a,b) in the plane
with polar coordinate-based add
the angle, multiple the lengths rule, led to the
expression for the product in terms of the rectangular
components, that is, the real and imaginary parts of the factors.
This section provides an alternate approach. The
expressions are consequences of the distributive law for
complex multiplication.
The Commutative Law
Since the order of multiplication of positive numbers, and
the order of addition of real numbers is immaterial, the
add the angles, multiply the lengths rule implies
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[r1,q1]·[r2,q2] = [r1r2,q1+q2] = [r2r1,q2+q1] |
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Therefore
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[r1,q1]·[r2,q2] = [r2,q2]·[r1,q1] |
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This says that the order of multiplication is not
important. Therefore, the right and left distributive laws
imply each other (why?).
So if one holds, then so does the others.
Use of The Distributive Laws
For every triple of complex
numbers (A,B,C), the right distributive law (the right form)
and the left distributive law (the left form)
applied twice in succession would imply the following in terms of
rectangular coordinates if they held.
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if the right distributive law holds, |
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{(a,0)+(0,b)}·(c,0)+{(a,0)+(0,b)}·(0,d) |
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{(a,0)·(c,0)+(0,b)·(c,0)} |
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+{(a,0)·(0,d)+(0,b)·(0,d)} |
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if the left distributive law holds, |
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+{(0,ad)+ b[1,90°]·d[1,90°]} |
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{(ac,0)+(0,bc)}+{(0,ad)+ bd[1,180°]} |
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{(ac,0)+(0,bc)}+{(0,ad)+ bd(-1,0)]} |
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{(ac,0)+(0,bc)}+{(0,ad)+ (-bd,0)} |
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In terms of complex number notation, the foregoing says
that
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(a+ib)·(c+id) = (ac-bd)+(bc+ad)i |
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where i = Ö(-1).
Therefore
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(a+ib)·(c+id) = (ac-bd)+(bc+ad)i |
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holds for all real numbers a, b, c and d IF the
left and right distributive laws hold.
Now
The property
cis(a)·cis(b) = cis(a+b) follows from the add the
angles, multiply the lengths definition of complex
multiplication and not both factors have unit lengths.
But this property cis(a)·cis(b) = cis(a+b) can be rewritten in terms of rectangular
coordinates or complex number notation as
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(cos(a),sin(a))·(cos(b),sin(b)) = (cos(a+b),sin(a+b)) |
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Computation of the real and imaginary parts of the left
hand side implies the angle-sum formulas
for the cosine function
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cos(a)cos(b)-sin(a)sin(b) = cos(a+b) |
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and for the sine function
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cos(a)sin(b)-sin(a)cos(b) = sin(a+b) |
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respectively.
Proof of Distributive Laws
Plan.
The proof of the distributive law A(P+Q) = AP+AQ will be
based on the observation (the physical assumption) that
multiplication by
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A = [r,q] = [r,0]·[1,q] = [1,q]·[r,0] |
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can be done into two steps. One step
is a rotation through the angle q while the
other is a multiplication by the stretch factor or
shrinkage factor r = [r,0]. Multiplication by a stretch
factor and rotation through an angle will be shown to be
distributive operations over addition.
Distributive Law For Stretch Factors.
Now let P = (a,b) and Q = (c,d).
Now
Therefore
A(P+Q) = AP+AQ when A = (r,0) for some r > 0. This argument
assumes the distributive law for multiplication of the
sum of two real numbers by another.
It can be illustrated
by tiling the plane with parallelograms - copies of the
parallelogram determined by the arrows [1/(n)] P and
[1/(n)]Q (where n ³ 1 is a whole number). Such an
illustration might be sufficient corroboration for some
pre-algebraic students.
Distributive Law for Rotations.
A parallelogram corresponding to the map addition of the
arrows associated with P = (a,b) and Q = (c,d) is indicated below.
We assume that the parallelogram and the
two triangle forming it are rigid bodies. This implies
that after a rotation, that the map addition of the vectors
forming the sides before and after rotation will yield the diagonal arrow
before and after rotation, respectively. See the next diagram.
The following diagram shows that the triangle vertices P, Q and
P+Q rotated respectively into
the triangle vertices P¢, Q¢ and
P¢+Q¢.
This suggests that
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[1,q]·(P+Q) = P¢+Q¢ = [1,q]·P+[1,q]·Q |
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and hence that multiplication by the factor [1,q] is
distributes over the addition of arrows.
End of the Proof. Observe that
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[r,0]·([1,q]·P)+[r,0]·([1,q]·Q |
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([r,0]·[1,q])·P +([r,0]·[1,q])·Q |
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Remark.
The formal or proper presentation of
mathematics relies on no diagrams and on no physical
interpretation or reasoning. The preceding presentation of
complex numbers was informal. It relied on geometric ideas
(assumptions) to make a link between polar and rectangular
coordinates. But the conclusions drawn above can be
obtained in a geometric-free manner (no diagrams) and drawn
solely from assumptions about arithmetic. See the
diagram-free description of the complex numbers and trig
functions in the university-level book
Principles of Mathematical Analysis by
W. Rudin, McGraw-Hill 1964, for more details. | |
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Why Slopes
and
More Math
Volume 3
Printed in Canada
ISBN 0-9697564-3-7
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Read slowly, Volumes 2 & 3 may ease or avoid
calculus difficulties. Take the risk.
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Chapters and Appendices
Content Guide Foreword 2nd Content Guide 1. Introduction Geometric Calculus Preview (1983) 2. Algebraic Preview Begins 2 Skier in Motion (V) 2 The Skier (V) 2. Position Dependent (V) 3 Slope & Extrema (V) 4 Single Factor Analysis (V) 4 Two Factor (V) 4 More Factors (V) 4 With Divisors (V) 5 Maxima & Minima Tests 6 Jumps & Discontinuities 8 Review (optional) 9 On Calculus Studies 11 Slope of Slope 13 Acceleration 14 Limits & Error Control (V) 14 Limit of a Fn. 14. Limited Error Control 14 Signif. Digits 14 Cauchy Limits 14 Sequence Limits 14 Decimal Arith. 15 What is Slope (V) 15 Slope Calculation (V) 15 Slope, a Limit 15 Tangent Lines 15 Linear Approx., 15 Limits via Algebra (V) 15 Recap. PS.Chain Rule for Polys PS Chain Rule- General (V) - PS More Chain Rule (V) PS - Sign Analysis (V) 16 What is Velocity 17 What is Area 18 Integration 18 Area Calculation 18 Fn DefN, 6 Ways 19 Logs & Powers 19 Natural Log. 19 Exponential Fn. 20 What's Next 21 Add Vectors 22 Complex #'s 23 Complex #'s 23 Trig Identity 23 Proofs of. 24 Complex Logs etc
Units in Calculations:
7 Velocity 7 Varying Velocity Example 7. Velocity Calculation 7 Changing Units 7 Same Velocity Motions 10 Slopes without Units. 10 Units & Slopes 10 Units in Cost vs. Quantity 10 How Units Appear 10 Unit Elimination 10 Partial Elimination 10 Interest & Units 12 More on Units
Appendices:
Pigeon Hole Principle
Constant Difference Thm
Continuous Functions
Rational Functions
Mean Value Theorem
One Side Range Theorem
Range On One Side
Theorem
Integration
& Lipschitz
Continuity
These appendices continue the
decimal viewpoint of limits, error
control and continuity begun
in Chapter 14. The One Sided
Range Theorem is a postscript,
not in printed version.
What is a Variable?
Introduction
Variation between Examples
Variation of Letters
A letter denotes a variable
Cases of Double Variation
Three Notions of a Variable
Constants, Parameters
& Variables
Talking about numbers
Dependent
or Independent
Variable, a Matter of Choice
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For Parents & Teachers: Speaking
Skills, Reading
& Writing,
Preparing for Science, ends,
values and methods for work and study, parent- friendly mathematics booklets for ages 4-14.
-
Math
Education
Essays (opinions,
possibilities, references)
- POMME, a two
level program for future skill development in
schools and colleges worldwide. Address content &
motivation gaps with ends, values & methods for skill
development to say which way to go, how and why. -
Present Day Curriculum:
(A) Secondary
I Mathematics
consolidate fractions and measurement, skills and
sense consolidation,
(B)
Secondary II Mathematics
year of algebra and proportionality
(C) See too the following:
- Arithmetic
& Number Theory Practices (horribly put, but
useful)
- Algebra and
Logic SubProgram
(well put, extremely useful)
For Avid Readers in School & Out -
Online Books
1. Elements of
Reason. 1996
1A. Pattern
Based Reason 1995
1B. Math
Curriculum Notes 1996
2. Three
Skills for Algebra 1995
3.Why
Slopes & More.Math
1995
Tour their forewords.
Calculus Prep or Help: See Volumes 2 & 3,
and this bigger
Calculus
Guide.
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Senior
High School &
Calculus Students
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Free Live Lesson
- Operations with Decimals - Comparison, Subtraction and Long Division
- Click here
to attend.
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For Senior
High School Mathematics & Calculus
Intro to Solving
Linear Equations
- a different paths for junior and even senior high
school students.
5
wordy Logic
Chapters
4 curious Algebra
Chapters
Words before & besides symbols. A Key Algebra
forward & backwards Chapter
First Calculus
Preview (1st intro)
Four Calculus
Chapters
(2nd intro)
Intro to Complex
Numbers (long)
Intro to Mathematical
Induction (romantic & wordy at first)
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Many More Topics
1. Decimal
Arithmetic Reference!
2. Integers
- Intro to Signed No.s
3. Fractions
- fully explained.
4. Fractions
with Units
5. Number
Theory,
6. Solving
Linear Equations
7 Formulas
Use Forward & backwards -
8. Proportionality,
Back- & For-wards.
9. Logic
Chapters:
10. Euclidean-Geometry
11. Slopes
& Equations of Straight Lines. (Take
I. See take II below)
12. Why
Study Slopes.
13. Maps,
Plans, Similarity & Trig,
(Take II included here)
14. Quadratics:
Starter lessons
15. Polynomials:
Starter lessons
16 Why
Factor Polynomials:
17 Functions
- Forwards & Backwards.
18. Exponents,
Radicals & logs.
19. Complex
Numbers before trig (new advance/ starter lesson)
20. DC
Electric
Circuits Etc
21. Real
Analysis
22. The
Olde Complex No, Trig
& Vector Section.
23. More
Calculus Stuff
- written after Volumes 2 and 3.
More For Instructors
-
Education
Essays
(opinions,
possibilities, references)
- POMME, a two
level program for instruction K1-14
- Math & Logic How-TOs
1. Arithmetic
2. Algebra
3. More Algebra
4. Beginner Geometry
5. More Geometry
6. Calculus
7. Show Work or Logic
These may be too dense for students.
Level I Material: New Stuff
Time and Date Matters
Level I Arithmetic.
Money Matters
Measurement Matters
Matters of Chance (Risk Control)
Logic
Chapters
(leave what's not clear in Level I to Level II)
Using/Making Maps and Plans.
(A variant of
Maps,
Plans, Similarity & Trig, to
appear here).
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Skill Development Tips
For All
Standards: (A) Take
care to avoid the domino effect of errors & approximations; (B) Do and
record steps in an manner that allows skill mastery to be seen or
corrected. Anything represent substandard work.
Key Numerical Methods
- To multiply signed numbers, prefix the product of their signs to the product
of their lengths or unsigned parts. The product is negative if the no of
negative sign in it is odd.
- To add signed numbers with like signs, prefix the common sign to the sum of the
lengths.
- To add signed numbers with opposite signs, prefix the sign of the longest to
the difference: length of longest minus length of shortest.
- Should we study roots and powers of real numbers with formulas involving exponential and log.
- How does adding and multiplying points in the plane and rotating the midpoint
of a line segment lead to mastery of complex numbers and the thought-based
development of their properties, all before trig?
- New Axioms for High School Mathematics: In accounting, totals of assets
and debts may be calculated by dividing the assets and debts into
non-overlapping (disjoint) groups and then adding subtotals. In general, sums
(and products) of counts and numbers, positive and negative numbers
included, can be obtained by adding subtotals (and multiplying
subproducts, respectively). These practices may be cast as axioms in
secondary mathematics. Then operations on polynomials are easily implied
justified by these "axioms" and the geometric introduction of column
methods for expanding a products of two sums. While set theory in pure
mathematics may imply the above axioms in university mathematics programs
instruction, an earlier and more accessible explanation based on easily accepted
and understood geometric and counting practices derivation of the above
axioms is possible at the high school for students heading for college programs
in science.
In Volume 2: Prep for Calculus
- What is the difference between saying A if B and saying A if and
only if B. Being aware of the difference will sharpen ye wits.
- What is a chain of reason?
-Are your arithmetic skills OK?
-Have words been missing in the introduction of algebra?
- Can ye talk about numbers & quantities varying apart from or before the
use of letters & functions?
- Do ye know about the forward & backward use of formulas?
-Contrapositive: is that backward use of A if B?
-What is a variable x? Answer before speaking of function f(x) = x.
-What a twist! There are no rules of algebra for subtraction and division. But
if you replace them by addition of -x and multiplication by 1/x, rules of
algebra (properties of arithmetic) can be used.
In Volume 3: Calculus Slowly?
-Why are slopes studied and polynomials factored in high school?
- Volume 3 suggests how to ease or delay algebra shock in
calculus *& beyond. In Calculus, derivatives and integrals introduced and defined by limits, but calculated
without when possible by using differentiation rules forwards and backwards. The
second site calculus section may help in differential calculus.
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