Chapter 1: Algebra and Geometry Review1.1 AlgebraAlgebra is a part of mathematics which solves problems by representing quantities by symbols (often called variables), expressing the relationships between the quantities as equations or inequalities, and manipulating these expressions according to well defined rules in order to find additional properties of the quantities and solve the problem. This course course assumes that you have already had considerable experience in using algebra, and that the material in this chapter is, for the most part, simply review. The remainder of this section will deal with rules for manipulating algebraic expressions, for solving linear and quadratic equations in one unknown, for solving systems of equations in more than one unknown, and for solving inequalities. 1.1.1 Simplifying ExpressionsWe begin with a review of the basic rules for simplifying algebraic expressions. You probably already know hundreds of these, and the purpose here is point out those that we think are the most important. This will reduce the number of such rules down to a few dozen; in subsequent chapters, we will see that even this short list can be pared down to a few fundamentals from which all the rest follow. Some really fundamental rules are:
The following examples show how these three fundamental rules can be combined to simplify more complicated expressions: Example 1: You can distribute over longer sums by applying the distributive law multiple times:
Example 2: One can multiply out products of arbitrary sums using the Example 1:
Operator Precedence: In the above expressions we have been omitting parentheses. For example, we write ab + ac which might be interpreted as a(b + a)c, but we know that the intention is (ab) + (bd). We know this because of the following precedence rules:
Note: Depending on the context, multiple exponentiations without parentheses might be interpreted as being grouped left to right, righjt to left, or as simply being syntactically incorrect. The best practice is to always use an explicit parenthesization to avoid any possible misinterpretation. Example 3: Be careful to evaluate operators of equal precedence from
left to right. For example, Negatives: These are the main properties of the negation operator (unary minus):
Fractions: These are the main properties of fractions. In all the formulas, one assumes that the quantities in the denominators are all non-zero.
Powers: One can raise arbitrary real numbers
1.1.2 Solving EquationsThe last section was concerned with the problem: Given the values of some quantities, how do you calculate expressions involving those quantities?Most of the course will be concerned with the inverse problem: Given the value of some expressions involving quantities, how do you find the values of the quantities. The two principal arithmetic operations are addition and multiplication. Here is a problem of the second type: Problem 1: Find two numbers given the values of their sum and product. The solution of this problem was already known to the Babylonians, and is one of the most important algebra problems known to them. How can we solve it? First let use represent the two numbers by the letters x and y and represent their sum and product by the letters a and b. The problem can then be expressed as: Given a and b, find x and y such that
Now there are lots of pairs x and y such that x + y = a. One possibility
is to take two equal numbers, this would give x = y and our equation
becomes 2x = 2y = a. So, x = y = a/2. Now, if On the other hand, if this weren't the case, we would not have the solution. This would be the case where the two numbers x and y are not equal. We can think of this is x is different from a/2 and so x = a/2 + t for some number t. Since we still want x + y = a, increasing x by t means that we have to decrease y by the same amount, i.e. y = a/2 - t. Now, let's try this as the solution by putting it in the second equation:
Although it was not clear before how to choose the exact value for t, this
last equality tells us that Problem 1 is the most important algebra problem solved in antiquity. The approach we have taken is that of Diophantus of Alexandria. The presentation was very quick; so let us go back and comment on a number of important points:
1.1.3 Solving Equations in one VariableSolving systems of equations was the topic of the last section. Let's concentrate in this section on the special case in which there is only one equation and only one variable. The next section will return to the more general case. There are two basic ideas in working with equations:
Proposition 1: For all real numbers
Example 4: To solve the general linear equation ax + b = c,
we apply the first principle. Assuming that both sides are equal, we can add
-b to both sides to get (ax + b) + (-b) = c + (-b) or ax = c - b. If a
is non-zero, then one can then multiply both sides by Doing the same operations with numbers, one can start with 2x + 3 = 5.
Assuming that both sides are equal, we can add
-3 to both sides to get (2x + 3) + (-3) = 5 + (-3) or 2x = 5 - 3. Since the
coefficient 2 is non-zero, one can multiply both sides by If you want to solve:
So, the solution is x = 1. Again, one should substitute this back into the original equation to check that it is indeed a solution. In each example, we started out by assuming that we had a solution,
solved to find out what the solution must have been, and then checked to see
that the value actually worked. This last step is NOT just a check for
errors in algebra, but is a NECESSARY step in the procedure. For example,
suppose you want to solve:
So, the solution can only be x = 2. But, when you try to substitute this value back into the original equation, you see that the denominator is zero. So, x = 2 is NOT a solution. This means that there are NO solutions to the original equation. Example 5: Suppose you want to solve Quadratic Formula: Suppose we want to solve the general
quadratic equation: If a = 0, then the equation is bx + c = 0. This is a simple linear equation. If b is not zero, then it has a single solution x = -c/b. If b = 0 and c is not zero, then there are no solutions. Finally, if both b and c are zero, then every real number x satisfies the equation. If a is not zero, then we can divide through by a to put the
equation in the form
(provided that all the operations make sense, i.e. a is non-zero and Completing the square: This is another approach to solving a quadratic equation, and it is a method we will use in many other problems as well. Let us assume that we wish to solve the equation
But this system of equation is easy to solve for d and e. We have
Let's rework our last example using this method: Example 5: Solve We want to express this in the form 1.1.4 Solving Systems of Equations When there is more than one variable, one often has more than one
equation which the values of the variables are required to simultaneously
satisfy. For example, in completing the square, we needed to find
all solutions of the system of equations: Another example is the general system of 2 linear equations in two unknowns x and y: ax + by = e, cx + dy = f. Now, in the special case of the system in the last paragraph, it was easy to solve for the variables because one of the equations involved only one of the variables. We could use it to solve for that variable. Having its value, we could substitute its value into the other equation and obtain an equation involving only the second variable; this equation was then solved and we had all the possible solutions of the system. What makes the general system of 2 linear equations look more difficult is that both equations involve both variables. There are two approaches:
Example 6: Consider the system: 2x + 3y = 5, 4x - 7y = -3. Assume that x and y are satisfy both equations. One can proceed using either method:
Example 7: Find all the solutions of the system of equations:
If we have more than two variables and more equations, we can apply the same basic strategies. For example, if you have three linear equations in three unknowns, you can use one of them to solve for one variable in terms of the other two. Substituting this expression into the two remaining equations gives two equations in two unknowns. This system can be solved by the method we just described. Then the solutions can be substituted back into the expression for the first variable to find all possible solutions. When you have these, substitute each triple of numbers into the original equations to see which of the possibilities are really solutions. One can also use the second approach as is illustrated by the next example. Example 8: Solve the system of equations: x + y + z = 0, x + 2y + 2z = 2, x - 2y + 2z = 4. Assume that (x, y, z) is a solution. Subtracting the first equation from each of the other two equations gives y + z = 2, -3y + z = 4. Now subtracting the first of these from the second gives -4y = 2 or y = -1/2. Substituting this into the y + z = 2 gives z = 5/2. Finally, substituting these into the first of the original equations gives x = -2. So the only possible solution is (x, y, z) = (-2, -1/2, 5/2). Substituting these values into the original equations shows that this possible solution is, in fact, a solution of the original system. 1.1.5 InequalitiesIn addition to the four basic algebraic operations on real numbers, there is also an order relation. The basic properties are: Proposition 2: Let a, b, and c be real numbers.
Just as Proposition 1 allowed one to operate with equations, Proposition 2 allows one to work with inequalities. The main difference is that multiplication tends to complicate things as there are two cases depending on whether the multiplier is positive or negative. Example 9: Solve the general linear inequality ax + b < 0. Using
Proposition 2, this implies ax < - b. If a > 0, Proposition 2 gives
x < -b/a. On the other hand, if a < 0, then x > -b/a. Finally, if a = 0,
then there are no possible solutions if We still need to check that our possible solutions are indeed solutions. This is somewhat more difficult because we do not simply have a small number of values of substitute:
The absolute value |r| of a real number r is defined to be r or -r depending on whether or not r is non-negative or not. For example, |2| = 2, but |-2| = -(-2) = 2. Example 10: Find all solutions of |2x - 3| > 5. There are two cases:
1.2 GeometryGeometry is the mathematical study of the relationships between collections of points, curves, angles, surfaces and solid objects including the measurement of these objects and the distances between them. This review will discuss the correspondence between the real numbers and the points of a line, the general idea of analytic geometry, as well as the equations of lines, circles, and parabolas as well as the measurement of distance between points. 1.2.1 The Pythagorean TheoremThe most important result of classical synthetic geometry is: Theorem 1: If ![]() To understand its proof, we need to know Proposition 3: The sum of the angles of any triangle is 180 degrees. Proof: Let ![]() Since BA is transversal to the pair of parallel lines BC and DE, one has
as was to be shown. The proof of the Pythagorean Theorem will also require some simple facts about the areas of squares and triangles. For future reference, let's state these and other results as Proposition 4:(Areas and Perimeters)
Now it is easy to see why the Pythagorean Theorem is true. Start with
an arbitrary right triangle
There are at least hundreds of extant proofs of the Pythagorean Theorem. The proof given here is quite different from the proof appearing in Euclid's Elements. Corollary 1: i. The length of the diagonal of a rectangle with
sides of lengths a and b is precisely ii. Let T be a triangle Proof: i. The first assertion is an obvious consequence of Theorem 1. ii. Let T' be a triangle We will need to know about similar triangles. Two triangles
Proposition 5: If the two triangles 1.2.2 Analytic GeometryThe rough idea of analytic geometry is to model the plane as the set of all pairs of real numbers. A curve is then the set of solutions of some algebraic equation. In order to solve a geometric problem, one first translates it into an algebra problem about the sets of algebraic equations. Then one uses algebra to solve this problem, and finally translates the answer back into geometric terms. In the case of a line, one can model it as the set of real numbers.
To handle the plane, start with two perpendicular lines in the plane. Their point of intersection is denoted 0. The first line is called the x-axis and the second line is called the y-axis. Using the same unit distance as before, one can map the real numbers onto each of the two lines. With any pair (a, b) of real numbers, we can associate a point in the plane: From the point marked a on the x-axis, erect a line perpendicular to the x-axis. Similarly, from the point marked b on the y-axis, erect a line perpendicular to the y-axis. The point of intersection of these two lines is the point associated with (a, b). ![]() Assumption 1: The above mapping is a 1-1 and onto mapping between the set of all pairs (a,b) of real numbers and the points of the plane. Because of this assumption, we will usually not distinguish between the ordered pair (a, b) and its corresponding point in the plane. In particular, we will refer to the point as being the ordered pair (a,b). Remark: By using three pairwise perpendicular lines intersecting at a point 0, one can name points in three dimensional space as simply triples (a, b, c) of real numbers. Of course, one could then define n-dimensional space, as simply being the set of ordered n-tuples of numbers. Definition 1: The distance between the points P = (a,b) and Q = (c, d)
is defined to be Although the formula is a bit complicated, this is the obvious definition as you can see by examining the diagram below in which PQ is simply the hypotenuse of a right triangle whose legs are of length |c - a| and |d - b| respectively. In light of the Pythagorean Theorem the formula for the length of this hypotenuse is the value given in the definition. ![]() Example 11: The points on either axis labeled a and b are of distance |b - a| from each other -- where distance is calculated by Definition 1. Example 12: The distance between the points (3, 5) and (2,7) is
Translation of Graphs If the point (x,y) satisfies the equation f(x, y) = 0, and if A and B are real numbers, then the point (x + A, y + B) satisfies the equation f(x - A, y - B) = 0 (because f((x+A) - A, (y+B) - B) = f(x, y) = 0). Another way of saying this is: if the graph of a function y = f(x) is moved A units to the right and B units to the right, then one obtains the graph of y - B = f(x - A). This amounts to the simple rules:
Graph Compression and Expansion If the point (x,y) satisfies the equation f(x, y) = 0, and if A and B are non-zero real numbers, then the point (Ax, By) satisifes the equation f(x/A, y/B) = 0 (because f((Ax)/A, (By)/B) = f(x, y) = 0). Another way of saying this is: if the graph of a function y = f(x) is expanded by a factor of A horizontally and by a factor of B vertically, then the result is the graph of y = Bf(x/A). Again, you can give simple rules:
Reflecting a graph across an axis If the point (x, y) satisfies the equation f(x, y) = 0, then the point (-x, y) obtained by reflecting the point (x, y) across the y-axis satisfies f(-x, y) = 0. Similarly, the point (x, -y) obtained by reflecting the point (x, y) across the x-axis satsifes the equation f(x, -y) = 0. 1.2.3 Lines, Circles, and Parabolas Lines, circles, and other curves like parabolas should simply be
the sets of solutions of certain algebraic equations. This appears to
be the case. For example, we can define a vertical line to be the
set of solutions of some equation x = a, where a is a constant. Similarly, a
horizontal line is the set of solutions of an equation of the
form Definition 2: A line is either a horizontal or vertical line or else it is the set of solutions of an equation of the form y = mx + b where m and b are constants. The equation y = mx + b (or x = a) is called the equation of the line which is the set of solutions of the equation. Note that this is a 1-1 correspondence between the set of lines and the set of equations of lines. In particular, different equations correspond to different lines; in fact, you can easily convince yourself that through any two points there is precisely one line. The constant m is called the slope of the line and the constant b is called the y-intercept of the line. Note that the y-intercept is the y-coordinate of the point where the line intersects the y-axis. The slope and y-intercept of a vertical line is not defined. There are many algebraically equivalent forms of the equation of a line; the particular one y = mx + b is called the slope-intercept form of the equation of the line. If
Solving for m gives: Proposition 6: The slope of the non-vertical line through Example 13: The equation of the line through the two points
This is the so-called 2 point form of the equation of the line. It is proved by substituting in the two points. Example 14: The equation of the line with slope m which passes
through the point Example 15: Consider the line through the two points (2, 3) and (5,7).
Its slope is Two lines which have no point of intersection are said to be parallel. Example 16: Two distinct lines are parallel if and only if they are either both vertical or else they both have the same slope. Suppose the two lines are not vertical. Let In case the two lines are vertical, the equations are of the form
Finally, if one line has the equation We say that two lines are perpendicular if they intersect at right angles to each other. Example 17: Two lines are pendendicular if and only if one of the following is true:
It is easy to verify the result in case either of the two lines is
vertical, either of the two lines is horizontal, or if the lines are
are parallel or coincident. So, assume that none of these conditions are true.
Then the two lines have slopes
and their equations can be written
If you multiply out and simplify this expression, you will see that it is
equivalent to Remark: The last example shows both the power and danger of analytic geometry. There was no understanding involved, the result came from brute algebraic computation. A circle with center (a, b) and radius r is the set of points (x,y) whose distance from (a, b) is precisely r. By the distance formula, this circle is the set of solutions of
The set of solutions of an equation of the form
Example 18: Find the equation of the line which passes through the two points of intersection of the circle centered at the origin of radius 1 and the circle centered at (1,1) with radius 1. The equations of the two circles are 1.2.4 Conic SectionsLet L be a non-vertical line through the origin. By rotating the line L around the y-axis, one obtains a pair of infinite cones with vertex at the origin. By intersecting this pair of cones with various planes, one obtains curves called ellipses, parabolas, and hyperbolas as well as some degenerate cases such as a single point or a single line. These intersections were called sections and so ellipses, parabolas, and hyperbolas were referred to as conic sections, i.e. sections of a cone. Nowadays the importance of conic sections is not that they arise by intersecting a cone with a plane, but rather that they can be used to categorize all curves whose equations are polynomials of degree 2. So, lines are the curves represented by equations which are polynomials of degree 1, and conic sections are the curves represented by equations which are polynomials of degree 2. In this section, we will define ellipses, parabolas, and hyperbolas without reference to sections of cones, and obtain equations for each in some special cases. 1.2.4.1 Parabolas We have already defined parabolas to be the graphs of functions of
the form Definition 3: Let F be a point and D be a line in the plane which does not contain F. Then the parabola with focus F and directrix D is the set of points P = (x, y) such that the distance from P to F is the same as the distance from P to D. (By the distance from P to the line D, we mean the shortest distance from P to any point of D, i.e. the length of the line segment obtained by dropping a line through P perpendicular to D.) Now, let's look at a special case in which the vertex F = (0, d) and the line D is y = -d. If P = (x,y) is on the parabola with focus F and directrix D, then the distance formula tells us that
When you multiply this out and collect terms, one sees that this is
just Given the parabola, 1.2.4.2 EllipsesOne could define ellipses and hyperbolas in a manner exactly analogous to Definition 3, viz. Definition 3a: Let F be a point and D be a line in the plane which does not contain F and e be a positive real number. Then the conic section with focus F, directrix D, and eccentricity e is the set of points P = (x, y) such that the distance from P to F is equal to e times the distance from P to D. If e = 1, the conic section is called a parabola. The conic section is called an ellipse if e < 1 and a hyperbola if e > 1. Such a definition leads to rather complicated formulas, and so, instead, we will define Definition 4: Let Clearly, if a is less than half the distance between the foci, then the ellipse with semimajor axis a is the empty set. Again, let us consider a special case: Let
This is the equation of the ellipse, but it is better to simplify it a bit. To do so, subtract the second square root from both sides and then square both sides to get:
Moving all the terms except for the square root from the right side to the left side and simplifying gives
Dividing both sides by 4 and squaring again gives
which can be re-arranged to get
Finally, since a is larger than c and both are positive, we can let b
be a positive number such that
The quantity e = c/a is called the eccentricity of the ellipse. The quantity b is called the semiminor axis of the ellipse. In particular, if the eccentricity of the ellipse is 0, then the two foci coincide, the semimajor and semiminor axes are equal, and the ellipse is a circle whose radius is precisely the semimajor axis. Of course, one can also have ellipses with a vertical semimajor axis. If we simply interchange the roles of x and y in the above calculation, the final formula is the same, except that quantities a and b are interchanged. You distinguish the two cases by looking to see which of the two is the larger. You can also translate the graph of the equation to obtain ellipses centered at points (a, b) instead of at the origin (0, 0). As usual, the formulas look the same except that x is replaced with x - a and y is replace by y - b. Expansion and compression either horizontally or vertically just expands or contracts the values of a and b. 1.2.4.3 HyperbolasIn analogy with Definition 4, we have Definition 5: Let Taking the foci (0, -c) and (0, c) as before, it is easy to use the distance formula to write down the equation of the hyperbola. You should go through steps just as with the ellipse. When you are done, you will see that the equation of the hyperbola reduces down to
where b is a positive number such that 1.2.5 Trigonometry Angle Measurement: Angles are measured in radians. Start
with the unit circle ![]() Again referring to the diagram above, if A is the point on the unit
circle corresponding to the second ray of the angle, then its coordinates
are by definition the cosine and sine of the angle
. Further, it is clear by the symmetry of the circle that we have:
If B is the point on the ray 0A where the ray intersects the circle
of radius r: ![]() The remaining trigonometric functions are:
![]() Example 19: Dividing the identity
Similarly, by dividing by
Example 20: Let
The values of the trigonometric functions at a number of commonly occurring angles are given in the table below:
Rather than memorize the table, it is easier to keep in mind the figure above used to define the trig functions and reconstruct the two standard triangles shown below.
There are many more important results from trigonometry. The most important are: Proposition 7:(Addition Formulas) For arbitrary angles
and Proposition 8: Let
You will have an opportunity to prove these results in the exercises. All contents © copyright 2001 K. K. Kubota. All rights reserved | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||