This sheet follows the ten units of the course in order. Each unit starts with the big idea in a few sentences, then gives the definitions, formulas and rules you will look up most often, with the conditions they need. When you want the full explanation or more examples, follow the lesson links under each topic.
Angles are in radians unless they are marked in degrees. A formula holds wherever both sides are defined unless a condition says otherwise.
Functions, Relations, and Graphs
A function assigns exactly one output to each input. This unit sets up the language for talking about functions, from intervals and domains to graphs and rates of change. It then builds new functions from old ones by shifting, combining, composing and inverting them.
Sets and intervals
A set is a collection of distinct elements, and means that belongs to . The empty set has no elements, so it is not the same as , which has one. Set-builder notation describes a set by a condition, as in .
| Interval | Inequality | Endpoints included |
|---|---|---|
| neither | ||
| both | ||
| only | ||
| only | ||
| none | ||
| only | ||
| every real | none |
Infinity is not a number, so it always gets a parenthesis. The union holds the elements in or or both, and the intersection holds the elements in both. For example .
Adding the same number to both sides of an inequality, or multiplying both sides by the same positive number, keeps its direction. Multiplying or dividing by a negative number reverses it, so gives . A compound inequality such as is solved on all three parts at once, which gives . Testing one value from your answer in the original inequality catches a missed reversal.
Lessons Sets, intervals and inequalities
Functions, domain and range
A relation is a set of ordered pairs . It is a function when each input is paired with exactly one output , written . The input is the independent variable and the output is the dependent variable. Several inputs may share an output, but one input may not have two. A curve in the plane is the graph of a function of exactly when no vertical line meets it more than once.
- Notation. The symbol is the output at the input , not times . To find , replace every with . For this gives , which in general is neither nor .
- Natural domain. When only a formula is given, the domain is every real for which the formula gives a real number. Leave out zeros of denominators, keep the radicand of an even root at least , and keep the argument of a logarithm positive. Odd roots accept every real number. A domain can also be stated outright or set by the context, such as a length that must be positive.
- Range. The range is the set of outputs the function actually takes. It sits inside the codomain, the set where outputs are allowed to lie. On a graph it is the projection of the graph onto the -axis.
For example the function
has domain . Restrictions in the original formula stay even after simplifying, so is undefined at although it simplifies to . The function has range on all of , but range when its domain is .
Lessons Relations and functions, Function notation, Domains, Range and codomain
Lines, graphs and rates of change
The slope of the line through and , with , is
| Form | Equation | Notes |
|---|---|---|
| Slope-intercept | slope , -intercept | |
| Point-slope | slope through | |
| Horizontal line | slope | |
| Vertical line | undefined slope, not a function of |
A linear function changes at a constant rate, its slope, measured in output units per input unit. When and the output is proportional to the input. Two distinct nonvertical lines are parallel exactly when their slopes are equal, and two nonvertical lines are perpendicular exactly when their slopes multiply to .
The average rate of change of from to , with , is
the slope of the secant line through and . For from to it is . Its sign says whether the output rose or fell overall.
To read a graph, the -intercepts are the solutions of and the -intercept is when is in the domain. A function is increasing on an interval when gives there, decreasing when it gives , and constant when it gives . A local maximum value is at least as large as for every near , and a global maximum value is at least as large as every value of . Minimum values work the same way with the inequality reversed. Values read from a graph are estimates until the formula confirms them.
Lessons Linear functions, Reading graphs, Average rate of change
Piecewise, absolute value and symmetric functions
A piecewise function uses different formulas on different parts of its domain. The branch conditions should not overlap, and an input that meets none of them is not in the domain. On the graph a closed dot marks an endpoint that belongs to its branch and an open dot marks one that does not. The absolute value is the piecewise function
which measures the distance from to . In the same way is the distance from to . For ,
| Equation or inequality | Solution |
|---|---|
| or | |
| , the inside of an interval | |
| or , the outside of an interval |
The same holds with and , endpoints included. If , the equation means , the inequality has no solutions and holds for every . If , the equation and the inequality have no solutions, while always holds. When the right side contains the variable, as in , check each candidate in the original equation. There the candidates are and , and only works.
A function is even when and odd when for every in its domain, which must contain whenever it contains . An even graph is symmetric about the -axis and an odd graph is symmetric about the origin. For example is even, is odd and is neither. The zero function is both.
Lessons Piecewise functions, Absolute value, Even and odd functions
Transformations of graphs
Start from the graph of and let .
| Equation | Effect on the graph |
|---|---|
| or | shift up or down by |
| or | shift right or left by |
| reflect across the -axis | |
| reflect across the -axis | |
| multiply -coordinates by , a stretch if and a compression if | |
| multiply -coordinates by , a compression if and a stretch if |
Changes inside the function act on and work the opposite way to how they look. In general, for nonzero and the graph of takes each point of the graph of to
For example takes the point of to .
Lessons Shifts and reflections, Stretches and compressions
Combining and inverting functions
| Operation | Definition | Domain |
|---|---|---|
| Sum, difference, product | and | inputs in both domains |
| Quotient | inputs in both domains with | |
| Composition | inputs of with in the domain of |
A composition applies first, and the order matters. With and , the composition has domain , while has domain .
A function is one-to-one when different inputs always give different outputs, so forces . Its graph passes the horizontal line test, and a function that is strictly increasing or strictly decreasing is always one-to-one. A one-to-one has an inverse defined by
Then for every in the domain of and for every in the range of . Domain and range swap, and the graph of is the reflection of the graph of across the line . To find a formula, solve for and then swap the letters, so has . The inverse is not the reciprocal, since is generally not . A function that is not one-to-one gets an inverse once its domain is restricted, as on has the inverse .
Lessons Algebra of functions, Composition, One-to-one functions, Inverse functions
Polynomial, Rational, and Algebraic Functions
Polynomials are built from constants and a variable using only addition and multiplication, and rational functions divide one polynomial by another. Their graphs are read from zeros, end behavior and asymptotes. Complex numbers make it possible to factor every polynomial completely.
Quadratics, distance and circles
A quadratic function with has a parabola as its graph, opening up when and down when . Completing the square gives the vertex form
with vertex and axis of symmetry . For example has vertex . The zeros of are
With real coefficients the discriminant says what kind of zeros to expect.
| Discriminant | Zeros |
|---|---|
| positive | two real zeros |
| zero | one repeated real zero, |
| negative | no real zeros, two complex conjugate zeros |
For points and the distance and the midpoint are
The circle with center and radius is
A general equation is put in this form by completing the square in and in . For example becomes , the circle with center and radius . If the right side comes out the graph is a single point, and if it comes out negative there is no graph.
Lessons Quadratic functions, Circles, distance and midpoints
Powers, roots and equations
A power function has the form for a constant . For an integer , the principal root is the real number whose th power is , taking the nonnegative one when is even. Even roots need , and odd roots accept every real .
| Rule | Condition |
|---|---|
| integers and with in lowest terms, when is even, when | |
| , or when is an integer | |
| every real | |
| and |
On the functions and undo each other, and for odd they do so on all of .
To solve a rational equation, note the excluded values, multiply both sides by the least common denominator and solve. To solve a radical equation, isolate the radical and raise both sides to the power that removes it. Both steps can produce candidates that fail the original equation, so check every one. For example leads to , so or . Only works, since .
Lessons Power and root functions, Rational and radical equations
Polynomials, zeros and division
A polynomial of degree has the form with . For its end behavior follows the leading term .
| Degree | ||
|---|---|---|
| even | rises at both ends | falls at both ends |
| odd | falls on the left, rises on the right | rises on the left, falls on the right |
- Zeros. A number is a zero of multiplicity when is a factor of and is not. At a real zero of odd multiplicity the graph crosses the -axis, and at one of even multiplicity it touches the axis and turns back. A multiplicity of or more flattens the graph against the axis. A polynomial of degree has at most real zeros and at most turning points.
- Division. For polynomials and with there are unique polynomials and with , where or . Synthetic division is a shortcut when .
- Remainder and factor theorems. The remainder when is divided by is . So is a factor of exactly when .
- Rational zeros theorem. If has integer coefficients and , every rational zero, written in lowest terms as , has dividing and dividing . The theorem only lists candidates, and some zeros may be irrational or complex.
For example the candidates for are , , and . Since , synthetic division by gives
Lessons End behavior, Zeros and multiplicity, Polynomial division, Remainder and factor theorems, Rational zeros
Complex numbers and complete factorization
The imaginary unit satisfies , and a complex number has real part and imaginary part . Plotted as the point in the complex plane, it lies at distance from the origin.
| Operation | Rule |
|---|---|
| Sum | |
| Product | |
| Conjugate | , and |
| Quotient | multiply top and bottom by the conjugate of the bottom, which must be nonzero |
For example
For we write , but the rule fails when both numbers are negative, since .
Fundamental theorem of algebra. Every polynomial of degree with complex coefficients has a complex zero. As a result it factors as
and has exactly zeros counted with multiplicity. When the coefficients are real, nonreal zeros come in conjugate pairs , so factors over the reals into linear factors and irreducible quadratic factors with negative discriminant. For example .
Lessons Complex numbers, The fundamental theorem of algebra
Rational functions and asymptotes
A rational function is a quotient of polynomials, with not the zero polynomial. Its domain leaves out every zero of in the original formula, and canceling a factor does not put that point back. Factor the top and bottom and cancel common factors.
- A zero of the denominator that cancels completely leaves a hole at , at the height the simplified formula gives there.
- A zero of the denominator that remains gives a vertical asymptote , where grows without bound as approaches from either side.
With leading terms on top and below, the behavior as and as is
| Degrees | Asymptote |
|---|---|
| horizontal, | |
| horizontal, | |
| slant, the line where is the quotient from polynomial division | |
| no horizontal or slant asymptote, and the quotient still gives the end behavior |
The graph can cross a horizontal or slant asymptote, but never a vertical one. For example the function
has a hole at , the vertical asymptote and the horizontal asymptote . Division gives , so the line is a slant asymptote of that function.
To graph a rational function, find its domain, holes, intercepts and asymptotes. Then make a sign chart between the zeros and excluded values, and draw each piece approaching its asymptotes.
Lessons Rational functions, Vertical asymptotes and holes, Horizontal asymptotes, Slant asymptotes, Graphing
Polynomial and rational inequalities
- Move every term to one side so the other side is , combine into one fraction if needed, and factor.
- Mark the critical values on a number line. These are the zeros of the numerator and of the denominator.
- Test one point in each interval to find the sign of the expression there.
- Keep the intervals with the sign you need. Include zeros of the numerator for or , and never include zeros of the denominator.
Never multiply both sides by an expression whose sign you do not know. For example factors as , with solution . The inequality
has solution .
Lessons Polynomial inequalities, Rational inequalities
Exponential and Logarithmic Functions
An exponential function multiplies its output by the same factor over equal steps of input. A logarithm undoes it by returning the exponent, so every fact about exponentials has a logarithmic twin. Together they model growth, decay and quantities measured on logarithmic scales.
Exponential functions and the number e
An exponential function has the form with and a base , . Each step of in multiplies the output by , so equal steps in the input give equal ratios of outputs. For it shows growth when and decay when . Its domain is , its range is when , and the line is a horizontal asymptote. For and all real and ,
The number is the limit
It comes from compound interest. A principal at annual rate , compounded times a year, grows to after years. As grows this approaches , which is continuous compounding. A table of values suggests the limit, but numbers alone do not prove it.
Lessons Exponential functions, The number e
Logarithms
For a base with and an argument ,
A logarithm is an exponent. The common logarithm is and the natural logarithm is . The values and come from and . The inverse rules are for every real and for every .
| Feature | ||
|---|---|---|
| Domain | ||
| Range | ||
| Asymptote | ||
| Points | and | and |
| Direction | increasing if , decreasing if | the same |
The two graphs are reflections of each other across the line . Shifts and stretches work as for any function, so has domain and vertical asymptote .
Lessons Logarithmic functions, Graphs
Properties of logarithms
For a base with , numbers and , and any real ,
| Property | Formula |
|---|---|
| Product | |
| Quotient | |
| Power | |
| Change of base | for any base , |
There is no rule for . Watch the conditions when you expand. The expression is defined for every and equals , while needs . Change of base gives . Keep exact forms like until the last step and round only the final answer.
Lessons Product and quotient properties, Power rule and change of base
Solving exponential and logarithmic equations
- Exponential equations. Write both sides with the same base and set the exponents equal, or isolate the exponential and take a logarithm of both sides. From you get , so .
- Logarithmic equations. Combine into a single logarithm, rewrite in exponential form and solve. Then keep only the candidates that make every logarithm in the original equation have a positive argument. From you get , so or , and only works.
Lessons Exponential equations, Logarithmic equations
Growth, decay and models
| Model | Formula | Conditions and notes |
|---|---|---|
| Percent rate per period | growth factor , growth if , decay if | |
| Continuous rate | growth if , decay if | |
| Compound interest | rate compounded times per year | |
| Continuous compounding | the limit of the row above as | |
| Half-life | for with , | |
| Doubling time | for with , | |
| Logistic | , , and |
A percent rate and a continuous rate describe the same model when , that is when .
A logistic model grows almost exponentially at first and then levels off toward the carrying capacity . When it grows fastest at , reached at (a negative time when ), and the curve is symmetric about that point.
To choose a model, look at equal steps in the input. Equal differences in the output suggest a linear model and equal ratios suggest an exponential one. A residual is the observed value minus the predicted value, and residuals with a clear pattern mean the model is missing something. Predictions inside the range of the data are safer than predictions beyond it. A logarithmic scale records a constant multiple of the logarithm of a quantity, as pH records of the concentration of hydrogen ions. Equal steps on such a scale are equal factors in the quantity, so a drop of in pH means ten times the concentration.
Lessons Growth and decay models, Choosing a model, Logistic growth
Trigonometric Functions
Trigonometry starts with ratios of sides in right triangles and grows into functions defined for every angle by the unit circle. A full turn brings you back to the same point, so these functions repeat, which makes them the natural models for waves and oscillations.
Angles and arcs
An angle in standard position has its vertex at the origin and its initial side along the positive -axis. It is positive when measured counterclockwise. A full turn is , or radians, so to convert degrees to radians multiply by .
| Degrees | ||||||||
|---|---|---|---|---|---|---|---|---|
| Radians |
Angles that differ by whole turns, or for an integer , are coterminal. For a circle of radius and a central angle in radians,
| Quantity | Formula |
|---|---|
| Arc length | |
| Sector area | |
| Angular speed | |
| Linear speed |
These formulas need radians, so convert degrees first. A wheel of radius meters turning at radians per second moves a point on its rim at meters per second.
Lessons Angles and radians, Arc length and sector area
Right triangles and special angles
For an acute angle in a right triangle,
and the reciprocal ratios are , and . Similar triangles have the same ratios, so the ratios depend only on the angle. Angles of elevation and depression are measured from the horizontal.
The isosceles right triangle with legs has hypotenuse . The triangle with angles , and has sides , and opposite them. These give the exact values below.
| undefined |
Lessons Right triangle trigonometry, Special right triangles
Any angle and the unit circle
If is a point other than the origin on the terminal side of and , then
| Function | Value | Defined when |
|---|---|---|
| always | ||
| always | ||
On the unit circle , so the point at angle is . You reach it from by traveling a distance along the circle, counterclockwise when and clockwise when . A full turn returns to the same point, so and .
The reference angle is the acute angle between the terminal side and the -axis. A function’s value at equals its value at the reference angle, with the sign it has in that quadrant.
| Quadrant | I | II | III | IV |
|---|---|---|---|---|
| Reference angle for | ||||
| Positive functions | all six | and | and | and |
For example lies in quadrant III with reference angle , so .
Lessons General and reference angles, The unit circle
Graphs of the six functions
Here stands for any integer.
| Function | Domain | Range | Period | Vertical asymptotes |
|---|---|---|---|---|
| all | none | |||
| all | none | |||
| all reals | ||||
| all reals | ||||
Sine and cosine are smooth waves between and , and the cosine graph is the sine graph shifted left by . Tangent rises from one asymptote to the next and cotangent falls. Secant and cosecant are U-shaped branches that touch the cosine and sine graphs where those equal or and open away from the -axis.
Lessons Sine and cosine, Tangent and cotangent, Secant and cosecant
Sinusoids and harmonic motion
For and , the graphs of
have these features.
| Feature | Value |
|---|---|
| Amplitude | |
| Period | |
| Frequency | cycles per unit of |
| Phase shift | , to the right when |
| Midline | |
| Range |
A negative reflects the wave across its midline, and the tangent and cotangent versions have period . The graph of has amplitude , period , a shift of to the right and range . To fit a wave to data with highest value and lowest value , take , and .
In simple harmonic motion the displacement from the equilibrium position is or with . The amplitude is , the period is and the frequency is . A phase constant shifts the starting point, as in . With damping, for swings between the curves , which shrink toward .
Lessons Amplitude, period and phase shift, Harmonic motion
Analytic Trigonometry and Triangles
Identities are equations that hold for every angle where both sides are defined, and they let you rewrite a trigonometric expression in whatever form a problem needs. Inverse functions answer which angle has a given value. The laws of sines and cosines then solve triangles of any shape.
Fundamental identities
| Type | Identities |
|---|---|
| Reciprocal | , , |
| Quotient | , |
| Pythagorean | , , |
| Even and odd | , , |
| Cofunction | , |
Each identity holds for every where both sides are defined. The first Pythagorean identity is on the unit circle, and the other two follow by dividing it by or by .
To verify an identity, start from one side and rewrite it until it matches the other. Do not treat the identity as an equation and change both sides at once. The usual moves are rewriting in sines and cosines, factoring, combining fractions and multiplying by a conjugate. For every with ,
Checking a few values can show that a claimed identity is false, but it never proves one true.
Lessons Fundamental identities, Verifying identities
Inverse trigonometric functions
Each inverse function undoes a trigonometric function restricted to a principal branch, a set of angles where the function is one-to-one and still takes all of its values.
| Function | Domain | Principal range |
|---|---|---|
| all | ||
| all | ||
The last three rows are the branches this course uses, and with them and for . Some books choose other branches for these three, so check which one a text uses. The notation means , not .
Composing in one order always works, as for every in . In the other order, only for in , so . A reference triangle simplifies the mixed compositions, and the principal range decides the signs.
| Expression | Equals | Holds for |
|---|---|---|
| and | ||
| all | ||
| all | ||
Lessons Inverse sine and cosine, Inverse tangent and the others, Compositions
Sum, difference and double-angle formulas
Take the upper signs together or the lower signs together.
For example
Setting gives the double-angle formulas.
| Function | Double angle |
|---|---|
Lessons Sum and difference formulas, Double-angle formulas
Half-angle and product formulas
Solving the forms of for the squares gives the power-reducing formulas,
and replacing with gives the half-angle formulas,
The sign in a half-angle formula is the sign of that function at , so it depends on the quadrant of , not of . The first form for needs and the second needs .
Adding and subtracting the sum and difference formulas gives the product-to-sum and sum-to-product formulas.
| Product | Sum |
|---|---|
| Sum | Product |
|---|---|
Two waves with close frequencies add up to a fast wave inside a slow envelope, as in . That slow swell is the beat you hear from two nearly equal notes.
Lessons Power-reducing and half-angle, Product-to-sum and sum-to-product
Trigonometric equations
Isolate the trigonometric function, find the solutions in one period, then add whole periods. For any integer ,
| Equation | Solutions | Condition |
|---|---|---|
| or | ||
| any real |
When the equations and have no solution.
- Quadratic in form. Treat the trigonometric function as the unknown and factor. The equation factors as , so or , and the solutions in are , and .
- Multiple angles. To find the solutions in of an equation in , with a positive integer, solve for on and then divide by . So has four solutions in , namely , , and .
- Cautions. Do not divide by an expression such as that can be zero. Factor it out instead. Squaring both sides can add false solutions, so check every candidate and drop any where a function in the equation is undefined.
Lessons Linear equations, Quadratic equations
Solving triangles
Label a triangle with angles , and and opposite sides , and . The sides must satisfy the triangle inequality, so each one is shorter than the sum of the other two.
| Given | Use | Formula |
|---|---|---|
| two angles and a side (AAS or ASA) | law of sines | |
| two sides and an angle opposite one of them (SSA) | law of sines, checking the ambiguous case | the same |
| two sides and the angle between them (SAS) | law of cosines | |
| three sides (SSS) | law of cosines |
In the ambiguous case you know , and . When is acute, compare with the height .
| Case | Number of triangles |
|---|---|
| none | |
| one, a right triangle | |
| two | |
| one |
When is right or obtuse there is one triangle if and none if .
The area of a triangle is half the product of two sides and the sine of the angle between them. From the three sides alone, Heron’s formula gives it with the semiperimeter .
For example, with , and the law of cosines gives , so , and the area is . In navigation a bearing is usually measured clockwise from north.
Lessons Law of sines, Law of cosines and area
Systems, Vectors, and Matrices
A system asks for values that satisfy several equations at once. Vectors and matrices give a compact language for these problems, and elimination, determinants and inverses solve them in an organized way.
Systems of equations and inequalities
A solution of a system satisfies every equation at once. A linear system has exactly one solution, no solution (inconsistent) or infinitely many solutions (dependent). Two lines in the plane show all three cases, since they cross once, run parallel without meeting, or coincide.
- Substitution. Solve one equation for a variable and put the result into the others.
- Elimination. Add multiples of the equations to cancel a variable. With three variables, eliminate the same variable twice to get a system in two.
- Nonlinear systems. Substitution and elimination still work, but check every candidate in every original equation. A line meets a parabola or a circle in zero, one or two points. A line that meets a circle in exactly one point is tangent to it, and so is a nonvertical line that meets a parabola exactly once. A vertical line also meets that parabola once, but it crosses the curve instead of touching it. For example and meet where , at and .
For an inequality in two variables, draw the boundary curve solid for or and dashed for or . Test a point that is not on the boundary and shade the side where the inequality holds. The solution of a system of inequalities is the overlap of the shaded regions, called the feasible region.
Lessons Linear systems, Nonlinear systems, Inequalities in two variables
Partial fractions
A rational function is proper when . If it is not, divide first. Then factor over the reals and write one group of terms for each factor.
| Factor of | Terms in the decomposition |
|---|---|
| with | |
| with |
Multiply through by and find the constants by matching coefficients or by substituting convenient values of . For example
where each equation holds wherever its left side is defined.
Lessons Linear factors, Quadratic factors
Vectors
A vector has a magnitude and a direction, and arrows with the same length and direction represent the same vector. The vector from to has components . For , where and ,
| Quantity | Formula |
|---|---|
| Magnitude | |
| Sum | |
| Scalar multiple | , with length multiplied by and direction reversed if |
| Unit vector along | for |
| From length and direction angle |
Geometrically, draw and from the same point. Then is the diagonal from that point of the parallelogram they span. Equivalently, place the tail of at the head of and draw the arrow from the tail of to the head of .
Lessons Geometric vectors, Component form
Dot product, projections and work
For and ,
where is the angle between the vectors, with . The angle is defined only when both vectors are nonzero.
- Orthogonal vectors. The vectors are orthogonal when . The zero vector counts as orthogonal to every vector.
- Parallel vectors. Nonzero vectors are parallel when one is a scalar multiple of the other, which happens exactly when or .
- Projection. For , the scalar component and the vector projection of onto are
The rest, , is orthogonal to , so splits into a part along and a part perpendicular to it. For and the projection is and the rest is .
A constant force that moves an object along the displacement does the work
in joules when the force is in newtons and the distance in meters. The work is negative when the force has a component against the motion.
Lessons Dot product, Projections and work
Matrices and elimination
An matrix has rows and columns. Matrices of the same size add entry by entry, and a scalar multiplies every entry. The product is defined when is and is . It is , and its entry in row and column is the dot product of row of with column of . Applying to a vector means applying first and then , as in a composition of functions. So the order matters, and the two products below differ.
In general . The identity matrix has on the diagonal and elsewhere, and for a square matrix of the same size. The zero matrix has every entry .
Gaussian elimination. Write the system as an augmented matrix and simplify it with the three row operations, which do not change the solutions.
- Swap two rows.
- Multiply a row by a nonzero constant.
- Add a multiple of one row to another row.
In row echelon form any rows of zeros sit at the bottom, each pivot lies to the right of the pivot in the row above it, and every entry below a pivot is . From there, back-substitute, or continue to reduced row echelon form, where each pivot is with zeros above and below it.
| Final form | Solutions |
|---|---|
| a row that reads with | none, the system is inconsistent |
| consistent, with a pivot in every variable column | exactly one |
| consistent, with a variable column that has no pivot | infinitely many, with free variables |
Lessons Matrices and addition, Matrix multiplication, Gaussian elimination
Determinants and inverse matrices
The determinants of a matrix and of a matrix, expanded along the first row, are
The number is the factor by which scales areas in the plane or volumes in space, and a negative determinant means the orientation is reversed. A square matrix is invertible exactly when , and a matrix with is called singular. The inverse satisfies , and for a matrix with
The inverse is not made of the reciprocals of the entries. When is invertible, the system has the unique solution . When is singular, it has no solution or infinitely many. Cramer’s rule writes the unique solution as , where is with column replaced by . For example the system with and has and the solution , .
Lessons Determinants, Inverse matrices
Complex Polar Form and Polar Coordinates
Polar coordinates locate a point by its distance from the origin and its angle. Complex numbers written the same way multiply by multiplying lengths and adding angles, which makes powers and roots easy. Some curves also have much simpler equations in polar form.
Polar coordinates
A point with polar coordinates lies at distance from the pole, along the ray at angle from the polar axis when and along the opposite ray when . So , for any integer and all name the same point, and is the pole for every . The two systems are linked by
and when . To convert a point to polar form, take and choose in the quadrant of . The arctangent alone returns angles in , which is the wrong quadrant whenever . For example has and , not .
Equations convert with the same formulas. Multiplying by gives , the circle with center and radius . Multiplying by can add the pole to the graph, so check whether the original equation already contains it.
Lessons Polar coordinates, Converting coordinates
Complex numbers in polar form
A nonzero complex number can be written as
where the modulus is and the argument is an angle with and . Arguments of the same number differ by multiples of . This sheet takes the principal argument in , and some texts use instead. The number has modulus and no defined argument. For and ,
Multiplying by scales by and rotates by , so multiplying by is a quarter turn counterclockwise.
Lessons Polar form, Products and quotients
Powers and roots
De Moivre’s theorem says that for every integer , with when is negative,
For example . For a positive integer , a nonzero number has exactly distinct th roots,
They lie on the circle of radius , spaced apart, and for they are the vertices of a regular polygon with sides. The th roots of unity are the numbers . For example the cube roots of are and .
Lessons De Moivre’s theorem and roots of unity
Polar graphs
Each test below shows a symmetry when the equation does not change. A test that fails does not rule the symmetry out.
| Replace | Symmetric about |
|---|---|
| with | the polar axis |
| with | the line |
| with | the pole |
The common curves, with and , are
| Curve | Equation | Shape |
|---|---|---|
| Circle | , or | radius , centered at the pole, at or at in rectangular coordinates |
| Limaçon | or | inner loop if , cardioid if , dimpled if , convex if |
| Rose | or for an integer | petals of length , with petals if is odd and petals if is even |
| Lemniscate | or | a figure eight through the pole, drawn only where the right side is at least |
The largest value of is on a limaçon and on a rose. A rose with odd is traced once as runs over , and one with even needs . Negative values of are plotted on the opposite ray, which is how some petals and loops appear.
Lessons Limaçons and cardioids, Roses and lemniscates
Conics, Parametric Equations, and Space
Parabolas, ellipses and hyperbolas are sets of points defined by distances to fixed points and lines, and each has a standard equation. Parametric equations describe a curve as a path traced over time, and three dimensional coordinates carry distance into space.
Parabolas, ellipses and hyperbolas
| Conic | Set of points |
|---|---|
| Parabola | equally far from a focus and a directrix line |
| Ellipse | whose distances to two foci add up to |
| Hyperbola | whose distances to two foci differ by in absolute value |
In standard position,
| Conic | Equation | Key facts |
|---|---|---|
| Parabola | with | vertex , focus , directrix , opens up if |
| Parabola | with | vertex , focus , directrix , opens right if |
| Ellipse | with | vertices , covertices , foci with |
| Hyperbola | with | vertices , foci with , asymptotes |
Swapping and gives the ellipse with a vertical major axis and the hyperbola that opens up and down. The ellipse has semimajor axis and semiminor axis , and the hyperbola has a transverse axis of length and a conjugate axis of length . The latus rectum of a parabola, the chord through the focus parallel to the directrix, has length .
The eccentricity satisfies for an ellipse and for a hyperbola. A circle is the ellipse with , and it has . For example the ellipse has , foci and .
Lessons Parabolas, Ellipses, Hyperbolas
Shifted and rotated conics
Replacing with and with moves a conic so that its center or vertex is at . To read a conic from an expanded equation, complete the square in each variable. For example
an ellipse with center , , and foci .
In the general equation with , rotating the axes through the angle with
removes the term. The new coordinates and are related to and by
For example has , so , and it becomes , a hyperbola. The discriminant names the curve without rotating it.
| Discriminant | Nondegenerate conic |
|---|---|
| negative | ellipse or circle |
| zero | parabola |
| positive | hyperbola |
The equation can also describe a degenerate case, such as a single point, one line, two lines or no points at all, so check before naming the curve.
Lessons Shifted conics, Rotation of axes
Polar equations of conics
With a focus at the pole, eccentricity and a directrix at distance from the pole,
The cosine form has the directrix and the sine form has the directrix , with the signs matching. The conic is an ellipse when , a parabola when and a hyperbola when . For example
has and , so it is an ellipse with directrix .
Lessons Polar equations of conics
Parametric equations
Parametric equations and for in an interval trace a path, and its orientation is the direction of increasing . Different parametrizations can trace the same curve at different speeds or in different directions. Both , for and , for go once around the unit circle counterclockwise, the second twice as fast.
| Curve | Parametrization |
|---|---|
| Line through with a nonzero direction | , |
| Circle with center and radius | , , |
| Ellipse | , , |
| Graph of | , |
To eliminate the parameter, solve one equation for and substitute, or use an identity such as . The rectangular equation loses the orientation and can describe more than the path, so carry the restrictions along. For example , for gives , but only the half with .
Lessons Parametric equations, Eliminating the parameter
Three dimensions
Three mutually perpendicular axes meet at the origin, and a point is written . The three coordinate planes split space into eight octants, and a point with a zero coordinate lies on one of those planes rather than in an octant. In the usual right-handed system, curling the fingers of your right hand from the positive -axis toward the positive -axis makes your thumb point along the positive -axis. The distance between and and the sphere with center and radius are
The midpoint of a segment averages the coordinates of its endpoints. For example the distance from to is .
Lessons 3D coordinates and distance
Sequences, Series, and Induction
A sequence is a function whose inputs are whole numbers, and a series adds up its terms. Arithmetic and geometric sequences have closed formulas for their terms and their sums. Induction proves that a statement holds for every whole number from some starting point on.
Sequences and factorials
A sequence is a function whose domain is a set of integers, usually or starting at , and its terms are written . An explicit formula gives directly from , as in . A recursive formula gives each term from earlier ones and needs starting values. The Fibonacci sequence starts from and follows for . A recursive rule alone does not tell you whether the terms settle toward a limit.
For a positive integer the factorial is , and . Since , quotients of factorials simplify quickly, as in .
Lessons Sequences and factorials, Recursive sequences
Sigma notation
Sigma notation writes a sum compactly,
The index is a dummy variable, so any letter works, and the bounds give its first and last values. The partial sum of a sequence is the sum of its first terms. A sequence is a list of numbers, while a series is the sum of its terms.
| Rule | Formula |
|---|---|
| Sum and difference | |
| Constant multiple | |
| Constant | |
| First integers | |
| First squares | |
| First cubes |
To shift the index, substitute and change both bounds together, as in . There is no product rule, since is generally not .
Lessons Sigma notation
Arithmetic and geometric sequences
| Feature | Arithmetic | Geometric |
|---|---|---|
| Pattern | add a common difference | multiply by a common ratio |
| Term | ||
| Sum of the first terms | for , and for |
The arithmetic sum is the number of terms times the average of the first and last, which you see by pairing the first term with the last. So . The geometric sum comes from subtracting from , which cancels all but two terms. So .
Lessons Arithmetic sequences and series, Geometric sequences and series
Infinite geometric series
An infinite series converges when its partial sums approach a finite number, which is its sum. For ,
and the series diverges when . With the partial sums grow without bound in size, and with they alternate between and . Repeating decimals are geometric series, as in
Lessons Infinite geometric series
Mathematical induction
To prove a statement for every integer , do two things.
- Base case. Show that is true.
- Inductive step. Assume that is true for an arbitrary integer , the inductive hypothesis, and use it to prove .
Together these show that holds for every . Checking many values of is not a proof. For example, to show for , the base case is . If the sum up to is , adding the next odd number gives .
Lessons Mathematical induction
The binomial theorem
For a nonnegative integer ,
The coefficient , read choose , counts the ways to choose objects from . The coefficients form Pascal’s triangle, where each inner entry is the sum of the two above it,
The first five rows are
For example . The term containing is term number of the expansion. For an exponent that is not a nonnegative integer the expansion never stops, and it becomes the binomial series of calculus.
Lessons The binomial theorem
The Bridge to Calculus
Calculus rests on one new idea, the limit. This unit meets it informally, through sequences that settle down, function values that approach a number, secant slopes that approach a tangent slope and rectangle sums that approach an area.
Limiting values
A sequence converges to when its terms get as close to as we like and stay that close for all large . Otherwise it diverges.
| Sequence | Behavior |
|---|---|
| converges to | |
| with | converges to |
| converges to | |
| bounded but divergent, it keeps jumping between and | |
| divergent, it grows without bound |
For a function we write when gets as close to as we like for every close enough to . The value , and whether it exists at all, plays no part. The limit exists only when the approach from the left and the approach from the right lead to the same number. For example is undefined at but equals everywhere else, so its limit as is .
Tables and graphs give evidence, not proof. A table can miss what happens between the inputs you chose, and a graphing window can hide a jump or fast oscillation, as with near , which has no limit there.
Lessons Sequence behavior, Approaching a limit
Difference quotients
For , with and in the domain of , the difference quotient
is the slope of the secant line through and . Simplify it algebraically before letting shrink. If it approaches a number as , that number is the instantaneous rate of change at , the slope of the tangent line. For ,
At a corner there is no single tangent slope. For at the quotient is for every and for every .
Lessons Difference quotients
Area with rectangles
To estimate the area under a nonnegative function on , split the interval into equal parts of width with endpoints . The left and right sums are
If is increasing on , then , and if is decreasing the inequalities reverse. For such an the gap between the two sums is , which shrinks as grows. For on with , the sums are and , on either side of the exact area . Calculus finds that exact area as the limit of these sums.
Lessons Area with rectangles