BackCollege Algebra: Numbers, Inequalities, Functions, Trigonometry, Induction, Series, and Conic Sections
Study Guide - Smart Notes
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Numbers, Inequalities, and Absolute Values
1.1 Real Numbers
The real number system is foundational in algebra, encompassing several important subsets and notations.
Natural Numbers (\(\mathbb{N}\)): \(\mathbb{N} = \{1, 2, 3, \ldots\}\)
Integers (\(\mathbb{Z}\)): \(\mathbb{Z} = \{\ldots, -3, -2, -1, 0, 1, 2, 3, \ldots\}\)
Rational Numbers (\(\mathbb{Q}\)): \(\mathbb{Q} = \left\{ \frac{p}{q} : p, q \in \mathbb{Z}, q \neq 0 \right\}\)
Irrational Numbers: Real numbers not expressible as a ratio of integers (e.g., \(\sqrt{2}, \pi\)).
Real Numbers (\(\mathbb{R}\)): All rational and irrational numbers.
Ordering and notation:
\(b > a\) means \(b\) is to the right of \(a\) on the number line.
\(a \leq b\) means \(a < b\) or \(a = b\).
Intervals are subsets of \(\mathbb{R}\):
Notation | Set Description | Type |
|---|---|---|
\((a, b)\) | \(\{x \in \mathbb{R} \mid a < x < b\}\) | Open |
\([a, b]\) | \(\{x \in \mathbb{R} \mid a \leq x \leq b\}\) | Closed |
\([a, b)\) | \(\{x \in \mathbb{R} \mid a \leq x < b\}\) | Half-open |
\((a, \infty)\) | \(\{x \in \mathbb{R} \mid x > a\}\) | Unbounded |
1.2 Inequalities
Inequalities describe the relative size of numbers and are solved using algebraic manipulation.
Solving Linear Inequalities: Manipulate as with equations, but reverse the inequality when multiplying/dividing by a negative.
Solution Sets: Expressed in set or interval notation.
Example: Solve \(3x + 1 > 2x\).
\(3x + 1 > 2x \implies x > -1\)
Solution: \(( -1, \infty )\)
Example: Solve \(\frac{4}{x} + \frac{3}{x-2} \leq 1\).
Combine into a single rational expression and analyze sign changes at critical points.
Solution: \(( -\infty, 0 ) \cup [1, 2) \cup [8, \infty )\)
1.3 Absolute Values
The absolute value of a real number \(a\) is its distance from zero:
\(|a| = \begin{cases} a & \text{if } a \geq 0 \\ -a & \text{if } a < 0 \end{cases}\)
\(|a| \geq 0\) for all \(a\); \(|a| = 0\) if and only if \(a = 0\).
\(|a| = \sqrt{a^2}\)
Key Properties:
\(|ab| = |a||b|\)
\(\left| \frac{a}{b} \right| = \frac{|a|}{|b|}\) if \(b \neq 0\)
Triangle inequality: \(|a + b| \leq |a| + |b|\)
\(|a| < b \iff -b < a < b\) for \(b \geq 0\)
Example: Solve \(|2x + 4| < 1\).
\(-1 < 2x + 4 < 1 \implies -5 < 2x < -3 \implies -\frac{5}{2} < x < -\frac{3}{2}\)
Functions
2.1 Functions: Some Basics
A function \(f\) from set \(D\) to set \(Y\) assigns each \(x \in D\) a unique \(f(x) \in Y\).
Domain: Set of all inputs (\(D\)).
Range: Set of all outputs (\(\{f(x) \mid x \in D\}\)).
Graph: Set of points \((x, f(x))\) in the Cartesian plane.
Example: \(f(x) = \frac{1}{\sqrt{x-1}}\) has domain \((1, \infty)\).
Piecewise Functions: Defined by different formulas on different parts of the domain.
Increasing: \(f(x_1) < f(x_2)\) whenever \(x_1 < x_2\).
Decreasing: \(f(x_1) > f(x_2)\) whenever \(x_1 < x_2\).
2.1.1 Even and Odd Functions
Even: \(f(-x) = f(x)\) for all \(x\) in domain. Graph is symmetric about the y-axis.
Odd: \(f(-x) = -f(x)\) for all \(x\) in domain. Graph is symmetric about the origin.
Examples:
Even: \(f(x) = x^2,\ f(x) = |x|\)
Odd: \(f(x) = x^3,\ f(x) = x\)
2.2 Classification and Combination of Functions
2.2.1 Classification of Functions
Polynomial: \(p(x) = a_n x^n + \ldots + a_0\), \(n\) a nonnegative integer.
Rational: \(g(x) = \frac{p(x)}{q(x)}\), where \(p, q\) are polynomials, \(q(x) \neq 0\).
Algebraic: Built from polynomials using roots and rational operations.
2.2.2 Sums, Differences, Products, and Quotients
Operation | Definition | Domain |
|---|---|---|
\(f + g\) | \((f + g)(x) = f(x) + g(x)\) | \(\text{dom}(f) \cap \text{dom}(g)\) |
\(f - g\) | \((f - g)(x) = f(x) - g(x)\) | \(\text{dom}(f) \cap \text{dom}(g)\) |
\(fg\) | \((fg)(x) = f(x)g(x)\) | \(\text{dom}(f) \cap \text{dom}(g)\) |
\(\frac{f}{g}\) | \(\left(\frac{f}{g}\right)(x) = \frac{f(x)}{g(x)}\) | \(\text{dom}(f) \cap \{x \in \text{dom}(g) \mid g(x) \neq 0\}\) |
2.2.3 Composite Functions
\((f \circ g)(x) = f(g(x))\)
Domain: \(\{x \in \text{dom}(g) \mid g(x) \in \text{dom}(f)\}\)
2.2.4 Shifting, Scaling, and Reflecting Graphs
Translation: \(y = f(x + c)\) (horizontal), \(y = f(x) + c\) (vertical)
Scaling: \(y = f(cx)\) (horizontal), \(y = cf(x)\) (vertical)
Reflection: \(y = f(-x)\) (about y-axis), \(y = -f(x)\) (about x-axis)
2.3 Inverse Functions
One-to-one (Injective): \(f(x_1) = f(x_2) \implies x_1 = x_2\)
Inverse: If \(f\) is one-to-one, \(f^{-1}(y) = x\) such that \(y = f(x)\).
Horizontal Line Test: A function is one-to-one if every horizontal line intersects its graph at most once.
Graph of Inverse: Reflection of the graph of \(f\) across the line \(y = x\).
Example: \(f(x) = 3x + 5\) has inverse \(f^{-1}(x) = \frac{x - 5}{3}\).
Angles and Trigonometric Functions
3.1 Radian Measure
Degrees: Circle divided into 360 parts.
Radians: Based on arc length: \(\alpha = \frac{s}{r}\), where \(s\) is arc length, \(r\) is radius.
Conversions:
Degrees to radians: Multiply by \(\frac{\pi}{180}\)
Radians to degrees: Multiply by \(\frac{180}{\pi}\)
Arc Length: \(s = r\alpha\) (\(\alpha\) in radians)
Area of Sector: \(A = \frac{1}{2} r^2 \alpha\)
3.2 Trigonometric Functions
Defined for a point \((x, y)\) on a circle of radius \(r\):
\(\sin \theta = \frac{y}{r}\), \(\cos \theta = \frac{x}{r}\), \(\tan \theta = \frac{y}{x}\)
\(\csc \theta = \frac{r}{y}\), \(\sec \theta = \frac{r}{x}\), \(\cot \theta = \frac{x}{y}\)
Special Angles: Exact values for \(0, \frac{\pi}{6}, \frac{\pi}{4}, \frac{\pi}{3}, \frac{\pi}{2}\).
\(\theta\) | \(0\) | \(\frac{\pi}{6}\) | \(\frac{\pi}{4}\) | \(\frac{\pi}{3}\) | \(\frac{\pi}{2}\) |
|---|---|---|---|---|---|
\(\sin \theta\) | 0 | \(\frac{1}{2}\) | \(\frac{1}{\sqrt{2}}\) | \(\frac{\sqrt{3}}{2}\) | 1 |
\(\cos \theta\) | 1 | \(\frac{\sqrt{3}}{2}\) | \(\frac{1}{\sqrt{2}}\) | \(\frac{1}{2}\) | 0 |
\(\tan \theta\) | 0 | \(\frac{1}{\sqrt{3}}\) | 1 | \(\sqrt{3}\) | undefined |
Trigonometric Identities
\(\sin^2 \theta + \cos^2 \theta = 1\)
\(\sin(\theta \pm \phi) = \sin \theta \cos \phi \pm \cos \theta \sin \phi\)
\(\cos(\theta \pm \phi) = \cos \theta \cos \phi \mp \sin \theta \sin \phi\)
\(\sin(2\theta) = 2 \sin \theta \cos \theta\)
\(\cos(2\theta) = \cos^2 \theta - \sin^2 \theta\)
3.3 Inverse Trigonometric Functions
arcsin: Inverse of \(\sin\) on \(\left[ -\frac{\pi}{2}, \frac{\pi}{2} \right]\), domain \([-1, 1]\).
arccos: Inverse of \(\cos\) on \([0, \pi]\), domain \([-1, 1]\).
arctan: Inverse of \(\tan\) on \(\left( -\frac{\pi}{2}, \frac{\pi}{2} \right)\), domain \(\mathbb{R}\).
3.4 Trigonometric Equations
General solutions use periodicity:
\(\sin \theta = x \implies \theta = \arcsin x + 2k\pi\) or \(\theta = \pi - \arcsin x + 2k\pi\)
\(\cos \theta = x \implies \theta = \arccos x + 2k\pi\) or \(\theta = -\arccos x + 2k\pi\)
\(\tan \theta = x \implies \theta = \arctan x + k\pi\)
3.5 Polar Coordinates
Point \((x, y)\) can be represented as \((r, \theta)\):
\(x = r \cos \theta\), \(y = r \sin \theta\)
\(r = \sqrt{x^2 + y^2}\), \(\tan \theta = \frac{y}{x}\)
Common polar graphs: circles, spirals, roses, cardioids.
3.6 Expressions of the Form \(a \cos x + b \sin x\)
Can be rewritten as \(R \cos(x - \theta)\), where \(R = \sqrt{a^2 + b^2}\), \(\tan \theta = \frac{b}{a}\).
Example: \(\cos x + \sqrt{3} \sin x = 2 \cos(x - \frac{\pi}{3})\)
Mathematical Induction
4.1 Introduction
Mathematical induction is a method of proof for statements indexed by the natural numbers.
Base Case: Prove the statement for \(n = 1\).
Inductive Step: Assume true for \(n = k\), prove for \(n = k + 1\).
If both steps are established, the statement holds for all \(n \in \mathbb{N}\).
4.2 Examples
Sum of first \(n\) odd numbers: \(1 + 3 + 5 + \ldots + (2n - 1) = n^2\)
Sum of squares: \(1^2 + 2^2 + \ldots + n^2 = \frac{1}{6} n(n + 1)(2n + 1)\)
Sigma Notation and Binomial Theorem
5.1 Sigma Notation
\(\sum_{j=1}^n a_j = a_1 + a_2 + \ldots + a_n\)
Index of summation is a dummy variable.
5.2 Factorials and Binomial Coefficients
\(n! = n \times (n-1) \times \ldots \times 1\), \(0! = 1\)
\(\binom{n}{k} = \frac{n!}{k!(n-k)!}\)
\(\binom{n}{k} = \binom{n}{n-k}\)
Pascal's Rule: \(\binom{n}{k} + \binom{n}{k-1} = \binom{n+1}{k}\)
5.3 Binomial Theorem
For any nonnegative integer \(n\):
\((a + b)^n = \sum_{k=0}^n \binom{n}{k} a^{n-k} b^k\)
Coefficients correspond to entries in Pascal's Triangle.
Conic Sections
6.1 Quadratic Forms and Canonical Forms
General quadratic: \(Ax^2 + Bxy + Cy^2 + Dx + Ey + F = 0\)
Non-degenerate conic sections can be reduced to canonical forms:
Parabola: \(y^2 = 4ax\)
Ellipse: \(\frac{x^2}{a^2} + \frac{y^2}{b^2} = 1\)
Hyperbola: \(\frac{x^2}{a^2} - \frac{y^2}{b^2} = 1\)
6.2 Change of Axes
Translation: Completing the square to shift the origin.
Rotation: Remove cross term \(Bxy\) by rotating axes through angle \(\alpha\) where \(\cot 2\alpha = \frac{A - C}{B}\).
After suitable translation and rotation, any non-degenerate quadratic can be classified as a parabola, ellipse, or hyperbola.
Appendix: Basic Mathematical Notions
Statements: Expressions that are either true or false.
Definitions, Theorems, Axioms: Foundations of mathematical reasoning.
Implication: "If p then q" (\(p \Rightarrow q\)), converse, contrapositive.
Sets: Collections of objects, described by listing or set-builder notation.
Subsets, Union, Intersection, Empty Set (\(\emptyset\)).
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