Comprehensive Study Guide: Linear, Polynomial, and Rational Functions
Linear Functions, Equations, and Rates of Change
Tabular Analysis and Linear Modeling:
Data Representation: A discrete dataset relates an independent variable to a dependent variable :
When ,
When ,
When ,
When ,
Rate of Change (Slope): The constant rate of change across equal intervals () is given by:
Formula Derivation (): Applying the point-slope form using the data point :
Intercept Determination:
-intercept (Horizontal Intercept): Set to determine the independent value where the dependent variable is zero: The coordinate is .
-intercept (Vertical Intercept): Evaluate the function at : The coordinate is .
Fundamental Forms of Linear Equations and Lines:
Vertical Lines ():
Equation:
Characteristics: Represents a vertical line passing through every coordinate of the form . The run is , rendering the slope completely undefined. It has no -intercept and possesses an -intercept at .
Horizontal Lines ():
Equation:
Characteristics: Represents a horizontal line passing through every coordinate of the form . The rise is , yielding a slope of . It has no -intercept and crosses the vertical axis at .
Linear Function with Negative Slope:
Equation:
Characteristics: Standard slope-intercept form . The slope is , indicating the function decreases by vertical units for every unit increase in . The vertical intercept is , and the horizontal intercept occurs at , yielding .
Linear Function with Positive Slope:
Equation:
Characteristics: Slope , indicating the function increases by vertical units for every unit increase in . The vertical intercept is , and the horizontal intercept occurs at , yielding .
Global Classification of Rate of Change over the Entire Domain:
Rate of change equals (): Corresponds to a Horizontal Line (). The function values remain constant across all inputs ().
Rate of change is undefined: Corresponds to a Vertical Line (). The input remains constant while output values vary, producing a division by zero in the slope formula ().
Rate of change is strictly negative (): Corresponds to a Decreasing Linear Function (). As increases, decreases monotonically.
Rate of change is strictly positive (): Corresponds to an Increasing Linear Function (). As increases, increases monotonically.
Linear Modeling, Perpendicularity, and Applied Systems
Perpendicular Lines and System Intersection:
Primary Function Formulation (): A line has a slope of and passes through the point .
Point-slope derivation:
Characteristics: Passes through the origin with vertical intercept and horizontal intercept .
Perpendicular Line Formulation ():
Slope relationship: Two non-vertical lines are perpendicular if and only if their slopes are negative reciprocals of each other:
Passing through the point , the vertical intercept is directly given as :
System Intersection Coordinates:
Set to find the shared point of intersection:
Substitute into :
Intersection point: or .
Applied Linear Growth Models:
Calculator Rental Inventory:
Initial conditions: In the base year (), the program launched with calculators.
Annual expansion: Expands by calculators per year ().
Linear inventory model: , where represents years elapsed since .
Target threshold: Determine the exact year when inventory strictly exceeds units:
Year determination: Reaching exactly calculators occurs at , which corresponds to the calendar year . Therefore, the program will strictly exceed calculators in the year (after full years have elapsed).
Commercial Profit Modeling:
Given data points: Selling items generates a profit of . Selling items generates a profit of .
Slope Calculation: Meaning in words: The slope represents the marginal profit per unit sold; for each additional item the company sells, total profit increases by .
Vertical Intercept Calculation: The intercept coordinate is . Meaning in words: If the company sells zero items (), the baseline fixed profit according to this linear model is .
Evaluation of : Meaning in words: If the company sells items, the resulting total corporate profit is .
Wildlife Population Decline:
Given data: In (), the owl population was measured at . In (), the population was measured at .
Linear rate of change:
Model formula: .
Prediction for : The elapsed time from is years: The model predicts an owl population of owls in .
Personal Budget Depletion (Expenditure Analysis):
Initial conditions: Emily saved an initial balance of for a summer stay in Seattle, spending at a constant rate of per week.
Formula for Remaining Funds (): Letting represent the remaining savings balance as a function of elapsed weeks : (Alternatively, if expressed as cumulative expenditures: .)
Horizontal Intercept (-intercept): Set remaining funds to zero: Interpretation: The coordinate indicates that after weeks, Emily's savings will be completely exhausted ( remaining).
Half-Money Depletion: Determine when spending reaches half of the total budget ( remaining): She will have spent half of her money after weeks.
Break-Even Decision Analysis (Service Comparison):
Cost structure:
Company 1: , where is the total number of windows washed.
Company 2: , featuring a flat base fee of plus per window.
Condition for Company 2 to be preferable ():
Conclusion: At exactly windows, both companies charge identical amounts (). For the second company to be financially preferable, you must have at least windows ().
Geometric Optimization of Bounded Triangular Regions:
Bounding Curves:
The horizontal axis:
The linear function:
The perpendicular line through the origin: Slope , giving
Vertex Coordinates:
Vertex 1: Intersection of and the -axis () occurs at the origin: .
Vertex 2: Intersection of and the -axis ():
Vertex 3: Intersection of and :
Area Computation via Base and Height:
Base along the -axis: The horizontal distance between and is .
Perpendicular height: The vertical distance from the base to Vertex 3 is given by the -coordinate .
Area calculation:
Verification via Right-Triangle Legs:
Because the two bounding lines are perpendicular, they form a right triangle at Vertex 3.
Length of Leg 1 (from to ):
Length of Leg 2 (from to ):
Right triangle area:
Polynomial Functions: Characteristics, Transformations, and Projectiles
Analysis of Factored Higher-Degree Polynomials:
Function:
Degree and Leading Term:
Degree: Calculated by summing the multiplicities of all linear factors:
Leading term: Determined by taking the product of the leading coefficient and the highest powers of each linear factor:
End Behavior: Governed entirely by the leading term (even degree, negative leading coefficient):
Turning Points: For any polynomial of degree , the maximum possible number of turning points (local extrema / bumps) is :
-intercepts and Multiplicities:
Root at : Multiplicity (even multiplicity implies a double zero; the graph is tangent to the -axis, touching and turning around). Coordinate: .
Root at : Multiplicity (odd multiplicity implies a single zero; the graph crosses the -axis linearly). Coordinate: .
Root at : Multiplicity (single zero; crosses the -axis linearly). Coordinate: .
-intercept (Vertical Intercept): Evaluated algebraically by substituting : Coordinate: .
Quadratic Analysis and Vertex Transformations:
Function:
Vertex Form Conversion (Completing the Square):
Vertex Coordinates and Nature:
Coordinates: Directly extracted from vertex form as .
Classification: Because the leading coefficient is positive (), the parabola opens upward, meaning the vertex is an absolute minimum.
End Behavior: Because the parabola opens upward:
Intercepts of :
-intercept (Vertical Intercept): Evaluated at :
-intercepts (Horizontal Intercepts): Solved by setting : Coordinates: and (approximately and ).
Kinematics and Projectile Motion on Planet Zeldok:
Trajectory Equation: A ball kicked from the top of a building follows the quadratic height function: where is measured in seconds and in distance units.

* **Initial Building Height:** Determined by evaluating the height at time :
The building height is units. * Maximum Height Attained: * Time to peak: Occurs at the vertex time coordinate : * Peak height: Substitute into the trajectory equation: * The maximum height reached by the ball is units. * Impact Time (Ground Strike): * Set to find when the height returns to ground level: * Apply the quadratic formula : * Physical constraint: Since time after launch must be non-negative (), discard the negative root: * The ball strikes the ground at approximately seconds (exact value: seconds).
Reconstructing Polynomial Functions from Graphical Signatures:

* **Feature Identification:**
* Root at : The curve crosses the horizontal axis, indicating an odd multiplicity of : factor is .
* Root at : The curve is tangent to the axis (touches and reverses direction), indicating an even multiplicity of : factor is .
* Root at : The curve crosses the horizontal axis, indicating an odd multiplicity of : factor is .
* End behavior: Both ends rise towards positive infinity ( as ), confirming an even degree of and a positive leading coefficient ().
* **Algebraic Formulation:**
* Determination of Constant : * Identify the vertical intercept from the graph: the curve crosses the -axis precisely at . * Substitute and set : * Final Formula for :
Domain Analysis of Radical Functions with Quadratic Radicands:
Function:
Condition for Real Evaluation: The radicand under an even radical (square root) must be non-negative:
Factorization: Factor by grouping:
Critical Points: Roots occur at and .
Sign Testing: The quadratic opens upward (), meaning function values are positive outside the interval connecting the roots:
For : e.g.,
For : e.g.,
For : e.g.,
Domain in Interval Notation:
Higher-Degree Polynomial Graphing Characteristics:
Function:
Structural Parameters:
Degree:
Leading Term:
Global End Behavior: As
Zeros and Local Behaviors:
: Multiplicity ; curve touches the -axis and turns around without crossing.
: Multiplicity ; curve crosses the -axis linearly.
: Multiplicity ; curve crosses the -axis linearly.
Intercepts and Test Values:
-intercept:
At :
At :
At :
At :
Advanced Polynomial Algebra, Division, and Complex Numbers
Polynomial Long Division Algorithm:
Problem: Compute .
Format Requirement: Express final result in the Euclidean division form: where is the dividend, the divisor, the quotient, and the remainder.
Step-by-Step Long Division:
Step 1: Divide the leading term of the dividend by the leading term of the divisor:
Multiply by the divisor :
Subtract this product from the dividend:
Step 2: Divide the new leading term by the divisor's leading term:
Multiply by :
Subtract this product:
Because the degree of (degree ) is strictly less than the degree of (degree ), the division terminates.
Division Components:
Quotient:
Remainder:
Final Euclidean Form:
Standard Form Conversion of Complex Fractions:
Expression: Write in standard complex form .
Complex Conjugate Multiplication: Multiply numerator and denominator by the complex conjugate of the denominator ():
Algebraic Expansion:
Numerator expansion:
Denominator expansion (difference of squares where ):
Standard Form Result: where and .
Synthetic Division and Complete Polynomial Factorization:
Function:
Rational Zero Theorem Candidates: Factors of constant term divided by factors of leading coefficient :
First Synthetic Division Iteration (Test ): \begin{array}{r|rrrrr}\n 1 & 1 & -4 & 2 & 4 & -3 \\\n & & 1 & -3 & -1 & 3 \\\n \hline\n & 1 & -3 & -1 & 3 & 0\n \end{array} Interpretation: Remainder is , confirming is a root. The depressed polynomial is the cubic:
Second Synthetic Division Iteration (Test on depressed cubic): \begin{array}{r|rrrr}\n 1 & 1 & -3 & -1 & 3 \\\n & & 1 & -2 & -3 \\\n \hline\n & 1 & -2 & -3 & 0\n \end{array} Interpretation: Remainder is , confirming is a repeated root of multiplicity . The depressed quadratic is:
Quadratic Factorization:
Complete Real Zeros Summary:
(Multiplicity )
(Multiplicity )
(Multiplicity )
Complete Factored Form of :
Reconstruction of Degree- Polynomial from Real and Complex Roots:
Prescribed Parameters:
Degree:
Root at with multiplicity
Root at with multiplicity
Root at with multiplicity
Vertical intercept:
Conjugate Root Theorem Application: For any polynomial with real coefficients, non-real complex roots must occur in conjugate pairs. Since is a root, its complex conjugate must also be a root of multiplicity :
Degree Verification:
General Factored Equation:
Determination of Constant : Apply vertical intercept condition :
Final Formula for :
Rational Functions: Asymptotes, Intercepts, and Curve Synthesis
Slant (Oblique) Asymptote Determination:
Function:
Asymptote Criterion: A rational function possesses a slant asymptote if and only if the degree of the numerator polynomial is exactly one greater than the degree of the denominator polynomial (). Here, .
Synthetic Division by (): \begin{array}{r|rrr}\n 2 & 7 & -4 & 3 \\\n & & 14 & 20 \\\n \hline\n & 7 & 10 & 23\n \end{array}
Decomposition Form:
Asymptotic Behavior: As , the remainder fraction approaches zero:
Slant Asymptote Equation:
Structural Analysis of Rational Function :
Function:
-intercepts (Horizontal Intercepts): Real zeros of the numerator where the denominator is non-zero:
Coordinates: and .
-intercept (Vertical Intercept): Evaluated at :
Coordinate: .
Vertical Asymptotes: Occur at non-canceling zeros of the denominator:
Horizontal Asymptote: Compare the degrees of the numerator and denominator:
Degree of numerator ; leading coefficient product is .
Degree of denominator ; leading coefficient product is .
Because the degrees are equal, the horizontal asymptote is the ratio of their leading coefficients:
Constructing Rational Equations from Specified Conditions:
Prescribed Specifications:
Vertical Asymptotes at: and
Horizontal Intercepts at: and
Horizontal Asymptote at:
Mathematical Analysis and Ambiguity Resolution:
Contradiction Analysis: A function cannot strictly possess both a vertical asymptote (unbounded divergence) and an -intercept (evaluates to zero) at the same input . If appears in both numerator and denominator with identical multiplicity, it creates a removable discontinuity (a hole) at , rather than an asymptote or an intercept.
Formulation 1 (Resolving via standard sign correction for second root): If the horizontal intercept at is a transcription typo for , the function is well-defined: This satisfies vertical asymptotes at , horizontal asymptote , and intercepts at .
Formulation 2 (Literal Factor Assembly with Removable Discontinuity): Placing prescribed roots and poles directly: Yields a horizontal asymptote of , a vertical asymptote at , an -intercept at , and a hole at .
Deconstructing a Graphed Rational Function:

Feature Extraction from Graph:
Removable Discontinuity (Hole): An open circle is explicitly located at . This requires a common factor of in both the numerator and the denominator.
Vertical Asymptotes:
At : As , , and as , . The opposite end behaviors indicate an odd multiplicity of : factor is .
At : As , , and as , . The graph diverges to on both sides, indicating an even multiplicity of (or if standard simple pole with sign reversal, an odd multiplicity of with crossing at ).
Horizontal Intercepts (-intercepts):
At : The graph crosses the horizontal axis linearly: factor is .
At : The curve crosses or touches the axis at : factor is .
Horizontal Asymptote: As , the function levels off asymptotically toward (or approaches the axis at ).
Model Formulation and Constant Determination:
Base rational expression incorporating the hole:
Evaluate the limit as to match the hole at :
Standard Integer Model: Setting yields the standard precalculus benchmark function:
Verifying benchmark values:
Vertical Asymptotes at and
Zeros at and
Horizontal Asymptote:
Hole coordinate: (matching the plotted circle near )
Vertical intercept:
Final Simplified Formula: