Complete Study Guide Flashcards: Limits, Counting, Binomial Theorem, Polynomials, Division & Inequalities
Introduction to Limits
Problem Limits Solve:
- Imagine driving toward a stop sign and visualizing getting closer and closer ( feet, feet, foot, inch).
- A limit evaluates what output value () a function approaches as the input () gets closer and closer to a specific number.
- Limits differ from evaluating a function at a point by direct substitution (). A function does not need to be defined at a point (e.g., there can be a hole in the graph) for a limit to exist, because limits only consider behavior near the point, not at the point itself.
Notation:
- \n\lim_{x \to a} f(x) = L\n
- Read as: "The limit of , as approaches , equals ".
- Meaning: As approaches from either side, the -values of approach .
One-Sided Limits:
- Left-hand limit: \n\lim_{x \to a^-} f(x)\n
- Evaluates the function value as approaches from the left (values slightly less than ).
- Right-hand limit: \n\lim_{x \to a^+} f(x)\n
- Evaluates the function value as approaches from the right (values slightly greater than ).
Two-Sided Limit Existence Rule:
- Golden Rule: \n\lim_{x \to a} f(x)\n exists if and only if the left-hand limit equals the right-hand limit:
- \n\lim_{x \to a^-} f(x) = \lim_{x \to a^+} f(x) \implies \lim_{x \to a} f(x) = L\n
- If the left-hand and right-hand limits approach different values (e.g., a jump discontinuity), the two-sided limit Does Not Exist ().
Reading Limits Off a Graph:
- Step 1: Locate on the -axis.
- Step 2: Trace the curve from the left toward and observe the target -value (left-hand limit).
- Step 3: Trace the curve from the right toward and observe the target -value (right-hand limit).
- Step 4: Compare values. If equal, that value is the limit. If unequal, write .
Open vs. Closed Circles:
- Closed (filled-in) dot: Represents the actual value of the function .
- Open (hollow) circle: Indicates a gap/hole; the function is not defined at that exact point on the curve.
- Key Concept: Limits ignore where the function is actually plotted at (or if it is undefined). Limits only measure the height the curve approaches from both sides.
Limit vs. Actual Function Value:
- \n\lim_{x \to a} f(x)\n: The height the curve approaches near .
- : The actual -value plotted at .
- Possible scenarios:
- Same value: Continuous curve.
- Different values: A point is redefined away from the curve.
- Limit exists while is undefined: An open circle exists with no solid point at .
Explaining Why a Limit Does Not Exist:
- Example 1: "The left-hand limit is but the right-hand limit is , so they disagree — ".
- Example 2: "As approaches this value, the curve shoots up toward infinity without leveling off at any single height — ".
Worked Example for Graphical Limits:
- Given a curve approaching height from the left with an open circle at , continuing past from height on the right, and a separate solid dot at .
- Left-hand limit: \n\lim_{x \to -2^-} f(x) = 3\n
- Right-hand limit: \n\lim_{x \to -2^+} f(x) = 3\n
- Two-sided limit: \n\lim_{x \to -2} f(x) = 3\n
- Function value:
Quick Checklist for Finding Limits from Graphs:
- 1. Check if the prompt asks for (solid dot) or \n\lim_{x \to a} f(x)\n (tracing the curve).
- 2. Identify if the limit is one-sided ( or ) or two-sided.
- 3. Trace from the appropriate side(s) ignoring open/closed dots.
- 4. For two-sided limits, confirm if left and right values match.
- 5. Re-read to confirm whether a function value or limit was requested.
Limits at Infinity & Infinite Limits (Asymptotes)
Distinguishing Two Limit Types:
- Limit at Infinity: \n\lim_{x \to \infty} f(x)\n or \n\lim_{x \to -\infty} f(x)\n. Asks what height levels off to as moves far right or far left. Describes end behavior and horizontal asymptotes.
- Infinite Limit: \n\lim_{x \to c} f(x) = \infty\n or . Asks what happens near a finite value when the curve shoots vertically without bound. Describes vertical asymptotes.
Horizontal Asymptotes:
- If the curve flattens toward height as or , then is a horizontal asymptote.
- Worked Example: A rational function flattens hugging far to the left and far to the right.
- \n\lim_{x \to -\infty} f(x) = 0\n
- \n\lim_{x \to \infty} f(x) = 0\n
- Horizontal asymptote is at .
Vertical Asymptotes:
- If the curve goes to or near , is a vertical asymptote.
- Worked Example: Dashed line at . Left side plunges downward; right side shoots upward.
- \n\lim_{x \to 2^-} f(x) = -\infty\n
- \n\lim_{x \to 2^+} f(x) = \infty\n
- Two-sided limit: \n\lim_{x \to 2} f(x) = \text{DNE}\n
- Both sides shooting in the same direction:
- If \n\lim_{x \to c^-} f(x) = \infty\n and \n\lim_{x \to c^+} f(x) = \infty\n, then \n\lim_{x \to c} f(x) = \infty\n .
Step-by-Step Method for Graph Reading:
- 1. Identify limit type (ordinary finite, infinite limit, or limit at infinity).
- 2. Focus on relevant region (far edges for , near for finite limits).
- 3. Describe trend (finite height , unbounded , or ).
- 4. Write answer using correct mathematical notation.
Sketching a Graph from Limit Properties:
- Worked Example Clues:
- \n\lim_{x \to \infty} f(x) = -1\n
- \n\lim_{x \to 3^+} f(x) = \infty\n
- \n\lim_{x \to -5^-} f(x) = -\infty\n
- \n\lim_{x \to 3} f(x) = \infty\n
- \n\lim_{x \to -5} f(x) = \text{DNE}\n
- Translation of Clues:
- Far right flattens along horizontal line .
- Right side of shoots to .
- Two-sided limit at is , so left side of also shoots to .
- Left side of dives to .
- Two-sided limit at is , so right side of must shoot to .
- Plot a solid point at , which lies in the middle region between and .
Counting Principles, Permutations, Combinations & the Binomial Theorem
Fundamental Counting Principle (FCP):
- Rule: If event 1 occurs in ways and event 2 occurs in ways, both occurring in sequence can happen in ways.
- Multi-step general rule: \n n_1 \times n_2 \times n_3 \times \dots\n
- Method: Draw an empty box for each decision, write the number of available options in each box, and multiply.
- Meal Example: main courses, drinks, desserts.
- \n4 \times 3 \times 2 = 24\text{ possible meals}\n
- Ice Cream Example: cone types, flavors.
- \n3 \times 31 = 93\text{ possible cones}\n
- License Plate Example (3 letters, 3 digits - repetition allowed):
- \n26 \times 26 \times 26 \times 10 \times 10 \times 10 = 17,576,000\n
- License Plate Example (letters cannot repeat, digits can):
- \n26 \times 25 \times 24 \times 10 \times 10 \times 10 = 15,600,000\n
- Race Example (6 runners, ranking 1st through 6th):
- \n6 \times 5 \times 4 \times 3 \times 2 \times 1 = 6! = 720\n
Factorials:
- Definition: \n n! = n \times (n-1) \times (n-2) \times \dots \times 2 \times 1\n
- Example: \n5! = 5 \times 4 \times 3 \times 2 \times 1 = 120\n
- Convention: \n0! = 1\n
Permutations (Order Matters):
- Definition: An arrangement of objects where the specific sequence or assigned role alters the outcome (e.g., assigning President, Vice President, Secretary).
- Permutations of all distinct objects: \n n!\n
- Permutations of objects choosing/arranging only :
- Formula: \n P(n, r) = \frac{n!}{(n - r)!}\n
- Club Example: Choose President, VP, Secretary from members.
- \n P(9, 3) = \frac{9!}{(9 - 3)!} = \frac{9!}{6!} = 9 \times 8 \times 7 = 504\n
- Raffle Example: tickets, distinct prizes (car, motorcycle, bicycle, skateboard).
- \n P(20, 4) = \frac{20!}{(20 - 4)!} = \frac{20!}{16!} = 20 \times 19 \times 18 \times 17 = 116,280\n
Distinguishable Permutations (Identical Copies):
- Formula when arranging total objects where are identical copies:
- \n\text{Distinguishable Permutations} = \frac{n!}{n_1! n_2! n_3! \dots n_k!}\n
- Worked Example: Arrange balls in a row ( red, yellow, black, blue).
- \n\frac{15!}{4! 3! 6! 2!} = 6,306,300\n
Seating Restrictions ("Together / Apart" Trick):
- Two people standing together: Glue them into combined block.
- people total, Jane and John together: Arrange items (), then multiply by for Jane-John vs. John-Jane ordering inside the block.
- \n2 \times 11! = 79,833,600\n
- Two people standing apart:
- Subtract grouped arrangements from total arrangements:
- \n12! - (2 \times 11!) = 399,168,000\n
Combinations (Order Does NOT Matter):
- Definition: Selection of items from options where sequence or placement does not change the outcome.
- Formula: \n C(n, r) = \frac{n!}{r!(n - r)!}\n
- Derivation: Takes permutation count and divides by to eliminate duplicate orderings.
- Unranked Committee Example: Choose members from .
- \n C(9, 3) = \frac{9!}{3! 6!} = 84\n
- Raffle Example: identical prizes chosen from tickets.
- \n C(20, 4) = \frac{20!}{4! 16!} = 4,845\n
Subsets of a Set:
- A set with elements has total subsets (including empty set and full set).
- Pizza Topping Example: optional toppings.
- \n2^{16} = 65,536\text{ possible topping combinations}\n
Permutation vs. Combination Decision Matrix:
- Swapping order changes outcome: Permutation
- Swapping order gives identical outcome: Combination
Multi-Part / Multi-Step Problems:
- Scouting party: Choose women from , and men from .
- \n C(15, 3) \times C(10, 2) = 455 \times 45 = 20,475\n
- Mixed Committee: students total; choose assigned roles and unranked general members.
- Stage 1 (3 roles from 20):
- Stage 2 (4 general members from remaining 17):
- Total: \n6,840 \times 2,380 = 16,279,200\n
The Binomial Theorem:
- Pascal's Triangle Row Coefficients:
- :
- :
- :
- :
- :
- :
- :
- :
- Properties of Expansion :
- 1. Contains total terms.
- 2. First term is , last term is .
- 3. Exponent on decreases by each term; exponent on increases by .
- 4. Sum of exponents in any single term equals .
- Expansion Example using Pascal's Triangle: Expand
- Set , . Use row 5 coefficients ( ):
- \n(2 - 3x)^5 = 1(2)^5 + 5(2)^4(-3x) + 10(2)^3(-3x)^2 + 10(2)^2(-3x)^3 + 5(2)^1(-3x)^4 + 1(-3x)^5\n
- \n(2 - 3x)^5 = 32 - 240x + 720x^2 - 1080x^3 + 810x^4 - 243x^5\n
Binomial Coefficients:
- Formula: \n\binom{n}{r} = \frac{n!}{r!(n - r)!}\n
- Examples:
- \n\binom{9}{4} = \frac{9!}{4! 5!} = 126\n
- \n\binom{100}{3} = \frac{100!}{3! 97!} = 161,700\n
- Symmetry Identity: \n\binom{n}{r} = \binom{n}{n - r}\n
- Addition Rule (Pascal's Rule): \n\binom{k}{r} + \binom{k}{r + 1} = \binom{k + 1}{r + 1}\n
Full Binomial Expansion Formula:
- \n(a + b)^n = \binom{n}{0}a^n + \binom{n}{1}a^{n-1}b + \binom{n}{2}a^{n-2}b^2 + \dots + \binom{n}{n-1}ab^{n-1} + \binom{n}{n}b^n\n
- Compact Summation Form: \n(a + b)^n = \sum_{r=0}^{n} \binom{n}{r} a^{n-r} b^r\n
- Worked Example: Expand
- Coefficients:
- \n(x + y)^4 = x^4 + 4x^3y + 6x^2y^2 + 4xy^3 + y^4\n
- Worked Example: Expand
- Row 8 coefficients:
- Substitute and :
- \n(\sqrt{x} - 1)^8 = x^4 - 8x^{7/2} + 28x^3 - 56x^{5/2} + 70x^2 - 56x^{3/2} + 28x - 8x^{1/2} + 1\n
Finding One Specific Term:
- The term containing in is given by:
- \n\text{Term} = \binom{n}{n - r} a^r b^{n - r}\n
- Example: Find term containing in
- , , ,
- \n\binom{20}{15}(2x)^5 y^{15} = 15,504 \times 32x^5 y^{15} = 496,128 x^5 y^{15}\n
- Example: Find coefficient of in
- General term: \n\binom{10}{10 - r} (x^2)^r \left(\frac{1}{x}\right)^{10 - r} = \binom{10}{10 - r} x^{3r - 10}\n
- Set exponent to :
- Coefficient: \n\binom{10}{4} = 210\n
Induction Proof Logic:
- Base Case: Confirm formula for : .
- Inductive Step: Assume true for . Multiply by to form . Combining like terms yields Pascal's addition identity , completing the proof.
Polynomial Functions, End Behavior & Graphing
Definition of Polynomial Function:
- \n P(x) = a_n x^n + a_{n-1} x^{n-1} + \dots + a_1 x + a_0\n
- Requirements: Coefficients are fixed numbers; all exponents must be non-negative integers ().
Degree and Leading Term:
- Degree of term: Exponent on the variable.
- Degree of polynomial (): Highest exponent in polynomial.
- Leading term: Term with highest degree ().
- Leading coefficient: .
End Behavior Summary Table:
- Even Degree, : Both ends go up (, ).
- Even Degree, : Both ends go down (, ).
- Odd Degree, : Right goes up, left goes down (, ).
- Odd Degree, : Right goes down, left goes up (, ).
Derivation of Leading Term Dominance:
- Factor out of :
- \n P(x) = 3x^3 \left(1 + \frac{5}{3x} - \frac{7}{3x^3}\right)\n
- As , fractions and go to .
- Therefore, .
Roots (Zeros) and Multiplicity:
- Root: Any where .
- Multiplicity: The exponent on factor .
- Odd Multiplicity (): Graph crosses the -axis at that root.
- Even Multiplicity (): Graph touches the -axis and bounces off (tangent to axis).
Root Count & Existence Theorems:
- A polynomial of degree has exactly complex roots (counting multiplicities).
- Odd-degree polynomials are guaranteed to have at least one real root (by continuity and opposite end behaviors).
Relative Extrema (Turning Points):
- A polynomial of degree has at most relative extrema (turning points).
Polynomial Sketching Checklist:
- 1. Identify degree and leading coefficient to determine end behavior.
- 2. Factor completely to determine all roots and multiplicities.
- 3. Classify each root as cross-through (odd) or bounce-off (even).
- 4. Confirm turning points do not exceed .
- 5. Connect endpoints and roots continuously from left to right.
Polynomial Division
Division Algorithm:
- Fraction form: \n\frac{P(x)}{d(x)} = q(x) + \frac{r(x)}{d(x)}\n
- Product form: \n P(x) = q(x) \cdot d(x) + r(x)\n
- Degree restriction: \n0 \le \text{deg}(r) < \text{deg}(d)\n
Polynomial Long Division Worked Example:
- Divide by .
- Step 0: Add zero placeholder: .
- Step 1: Divide leading terms .
- Step 2: Multiply .
- Step 3: Subtract: . Bring down .
- Step 4: Divide . Multiply . Subtract: . Bring down .
- Step 5: Divide . Multiply . Subtract: .
- Final Quotient: , Remainder: .
- Result: \n\frac{4x^4 + 7x^2 - 34x + 15}{x^2 + 2x + 5} = 4x^2 - 8x + 3\n
Synthetic Division Rules:
- Applies strictly to linear divisors of the form .
- Setup: Write coefficients of dividend (with zero placeholders) and on the left.
- Worked Example: Divide by ( ):
- Table setup:
- Row 1:
- Row 2:
- Row 3:
- Row 3 interpretation: Quotient coefficients (degree ) and remainder .
- Fraction Form: \n\frac{x^3 + 2x^2 - 10x + 1}{x - 2} = x^2 + 4x - 2 + \frac{-3}{x - 2}\n
- Product Form: \n x^3 + 2x^2 - 10x + 1 = (x^2 + 4x - 2)(x - 2) - 3\n
Additional Synthetic Division Examples:
- Example A: Divide by ( ):
- Synthetic entries:
- Operations:
- Fraction form: \n\frac{x^3 + 7x^2 - x + 11}{x - 5} = x^2 + 12x + 59 + \frac{306}{x - 5}\n
- Product form: \n x^3 + 7x^2 - x + 11 = (x^2 + 12x + 59)(x - 5) + 306\n
- Example B: Divide by (, include ):
- Synthetic entries:
- Operations:
- Product form: \n4x^3 - 2x + 3 = (4x^2 - 4x + 2)(x + 1) + 1\n
Solving Polynomial Inequalities
General Method:
- Step 1: Rearrange inequality so one side is compared to .
- Step 2: Factor completely to identify all real roots and multiplicities.
- Step 3: Plot roots on a number line to form test intervals.
- Step 4: Determine polynomial sign in each interval.
- Step 5: Select matching intervals. Exclude roots for strict inequalities (); include roots for non-strict inequalities ().
Interval Sign Determination Methods:
- Method A (Test-Point Method): Choose a test value inside each interval, plug into factored expression, and evaluate net sign.
- Method B (End-Behavior + Multiplicity Shortcut):
- Determine sign of rightmost interval using leading term end behavior.
- Move right-to-left across roots:
- Odd multiplicity root: Sign flips.
- Even multiplicity root: Sign stays the same.
Worked Examples:
- Example 1: Solve
- Factored:
- Roots: (mult 1), (mult 1)
- End behavior: Positive as
- Signs across intervals: , ,
- Solution:

- Example 2: Solve
- Roots: (mult 2), (mult 1)
- End behavior: Positive as
- Signs across intervals: , ,
- Solution:

- Example 3: Solve
- Roots: (all mult 1)
- End behavior: Positive as
- Signs across intervals: , , ,
- Solution:

Quick-Reference Formula Sheet & Common Mistakes
Formula Sheet: Limits:
- Two-sided limit existence: \n\lim_{x \to a^-} f(x) = \lim_{x \to a^+} f(x)\n
- Limit at infinity: \n\lim_{x \to \pm\infty} f(x) = L \implies y = L\text{ (Horizontal Asymptote)}\n
- Infinite limit: \n\lim_{x \to c} f(x) = \pm\infty \implies x = c\text{ (Vertical Asymptote)}\n
Formula Sheet: Counting & Algebra:
- Fundamental Counting Principle: \n n_1 \times n_2 \times n_3 \times \dots\n
- Factorials: \n n! = n(n-1)(n-2)\dots 1, \quad 0! = 1\n
- Permutations: \n P(n, r) = \frac{n!}{(n - r)!}\n
- Distinguishable Permutations: \n\frac{n!}{n_1! n_2! \dots n_k!}\n
- Combinations: \n C(n, r) = \frac{n!}{r!(n - r)!}\n
- Total Subsets: \n2^n\n
- Binomial Coefficient: \n\binom{n}{r} = \frac{n!}{r!(n - r)!}\n
- Binomial Theorem: \n(a + b)^n = \sum_{r=0}^{n} \binom{n}{r} a^{n-r} b^r\n
- General Binomial Term: \n\binom{n}{n - r} a^r b^{n - r}\n
Formula Sheet: Polynomials & Division:
- End behavior: Dominant leading term
- Roots: Multiplicity odd cross; Multiplicity even bounce
- Max relative extrema:
- Division algorithm: \n P(x) = q(x)d(x) + r(x)\n
- Synthetic division condition: Divisor must be
Common Mistakes to Avoid:
- Limits: Confusing \n\lim_{x \to a} f(x)\n with . Ignoring open vs. closed dots. Forgetting to verify both sides for two-sided limits.
- Limits at Infinity: Confusing horizontal asymptote limits () with vertical asymptote limits ().
- Counting: Using permutations when order does not matter. Setting instead of . Forgetting to apply FCP to multiply multi-stage combination results.
- Binomial Theorem: Forgetting sign alternation when is negative. Reversing exponents on and in term formulas.
- Polynomial Graphs & Division: Forgetting zero placeholders for missing terms. Using synthetic division for non-linear divisors.
- Inequalities: Failing to set one side to before factoring. Forgetting that even multiplicity roots do not change signs. Omitting isolated solution points in non-strict inequalities.