Using Functions to Understand and Predict Systems
By the end of this session, you will be able to:
- Review domain, range, and evaluation of algebra/piecewise functions.
- Work with function compositions and inverse functions.
- Master trigonometric unit circle values and logarithmic symmetry rules.
📅 Micro-Lecture
1. Functions, Domain, and Range
- Mathematical Foundation: A function maps inputs (domain) to outputs (range). Domain restrictions occur when mathematical operations become undefined, such as division by zero (q(x)=0 in q(x)p(x)) or even roots of negative numbers (g(x)≥0 in g(x)).
- Engineering Context: Domain restrictions define physical operating limits and safety envelopes, such as non-negative mass, maximum material stress constraints, or operational temperature ranges. Piecewise functions model sudden system state transitions, such as active heating/cooling thresholds in thermal control systems or changing structural load regimes.
2. Function Composition and Inversion
- Mathematical Foundation: Composition (f∘g)(x)=f(g(x)) chains operations sequentially. An inverse function f−1(x) reverses input-output mappings such that f(f−1(x))=x, reflected across the line y=x.
- Engineering Context: Composition represents multi-stage physical processes, such as converting pressure into mechanical displacement and subsequently into an electrical voltage signal. Inverses enable back-calculating raw physical inputs from sensor measurements, such as extracting precise temperatures from thermistor resistance readings.
3. Trigonometry and Unit Circle Dynamics
Mathematical Foundation: Angles θ map to points (x,y)=(cosθ,sinθ) on the unit circle x2+y2=1. Key identity:
sin2θ+cos2θ=1Inverse trigonometric functions (arcsin,arccos,arctan) require restricted ranges to remain single-valued functions.
Engineering Context: Critical for vector force decomposition in structural statics, AC power phase calculations, wave optics, and spatial coordinate transformations in robotics and flight kinematics.
4. Exponential and Logarithmic Systems
Mathematical Foundation: Logarithms inverse exponential relationships (y=bx⟺logb(y)=x). Key identity rules:
ln(AB)=lnA+lnBln(BA)=lnA−lnBln(Ak)=klnAEngineering Context: Logarithms linearize wide dynamic ranges into manageable scales (e.g., decibels in signal attenuation or acoustic pressure). Exponential models govern natural decay and growth dynamics, including RC circuit transient responses, heat dissipation via Newton's Law of Cooling, and radioactive half-life calculations.
Skill Block 1
Real-Life Engineering Applications
Lidar Safety Envelopes (Robotics & Computer Science)
In autonomous vehicle design, a lidar sensor scans the surroundings by emitting light pulses across a specific field of view. The domain of the range-finding function is restricted by the sensor's physical limits: the horizontal scanning angle θ is restricted to [−3π,3π] radians, and the radial distance d is restricted to [0.1,150] meters.
To determine how the vehicle should respond to obstacles, software engineers program a piecewise control function A(d) to evaluate safety zones:
Determine the vehicle's response and safety state if an obstacle is detected at a distance of:
- d=2 meters
- d=10 meters
- d=80 meters
& Real-Life Application: Identifying domain constraints and evaluating piecewise functions in real-time allows the vehicle's onboard computer to calculate safe velocity profiles without executing undefined operations or misinterpreting out-of-range sensor noise. For example, if an obstacle is detected outside the sensor's domain (d>150 or d<0.1), the system ignores the signal or triggers a sensor fault handler.
💡 Show Worked Derivation
In autonomous vehicle design, a lidar sensor scans the surroundings by emitting light pulses across a specific field of view. The domain of the range-finding function is restricted by the sensor's physical limits: the horizontal scanning angle θ is restricted to [−3π,3π] radians, and the radial distance d is restricted to [0.1,150] meters.
To determine how the vehicle should respond to obstacles, software engineers program a piecewise control function A(d) to evaluate safety zones:
Determine the vehicle's response and safety state if an obstacle is detected at a distance of:
- d=2 meters
- d=10 meters
- d=80 meters
Step-by-Step Solution:
- For d=2 m, since 0.1≤2<3, we use the first piecewise condition:
A(2)=Full Emergency Braking
- For d=10 m, since 3≤10<15, we use the second piecewise condition:
A(10)=Proportional Deceleration
- For d=80 m, since 15≤80≤150, we use the third piecewise condition:
A(80)=Maintain Cruise Speed
General Overview Skill Block 1 establishes core fluency in function evaluation, algebraic expression substitution, domain/range identification, and piecewise logic analysis. Mastered operations include evaluating functions at numeric and variable inputs, determining mathematical boundaries, and applying conditionally defined function rules.
Conceptual Framework
- Variable Substitution & Expansion: Function evaluation replaces the independent variable x with a given input or algebraic expression (e.g., f(a+1)), requiring polynomial expansion and combination of like terms.
- Domain Restrictions (Allowed Inputs): The domain includes all real numbers except those that cause non-real outputs or undefined operations. Primary red flags include dividing by zero and taking even roots of negative numbers.
- Range Restrictions (Possible Outputs): The range represents all output values produced by valid domain inputs. Determining range relies on structural properties like non-negative outputs from squares (x2≥0) or principal square roots (expression≥0).
- Piecewise Conditional Logic: Piecewise functions partition the domain into distinct intervals, where the input value x determines which specific sub-function governs the output.
Key Equations & Structural Rules
- Polynomial Functions:
- Domain: (−∞,∞)
- Example: f(x)=x2+1⟹Domain: (−∞,∞),Range: [1,∞)
- Radical Functions (Square Roots):
- Rule: g(x)⟹g(x)≥0
- Example: f(x)=x+3⟹x+3≥0⟹Domain: [−3,∞),Range: [0,∞)
- Rational Functions:
- Rule: q(x)p(x)⟹q(x)=0
- Example: f(x)=x−29⟹x−2=0⟹Domain: (−∞,2)∪(2,∞),Range: (−∞,0)∪(0,∞)
- Piecewise Evaluation Rule:
h(x)=⎩⎨⎧1−x5ex8:x<3:x=3:x>3
- Select the single matching condition for input x before evaluating the corresponding sub-function.
Worked Example A: Algebraic Expression Evaluation
Given f(x)=2x2−3x+1, find and simplify f(2x−3).
💡 Reveal Worked Solution
Substitute the entire expression (2x−3) into every instance of x:
Expand the binomial term (2x−3)2:
Substitute and distribute terms:
Combine like terms:
Worked Example B: Combined Domain and Range Determination
Find the domain and range for the combined rational and radical function g(x)=x−2x+4.
💡 Reveal Worked Solution
Domain Solution: Identify all structural restrictions simultaneously:
- Radicand Restriction: The expression inside the square root must be non-negative:
x+4≥0⟹x≥−4
- Denominator Restriction: The denominator cannot equal zero:
x−2=0⟹x=2
Combine restrictions on a number line to state the valid input set:
Range Solution: Analyze output behavior across the continuous intervals of the domain:
- At the lower boundary x=−4: g(−4)=−60=0.
- Approaching the vertical asymptote at x=2 from the left (x→2−), the numerator approaches 6>0while the denominator approaches 0 through negative values, driving g(x)→−∞.
- Approaching x=2 from the right (x→2+), the numerator approaches 6>0 while the denominator approaches 0 through positive values, driving g(x)→+∞.
Since the function outputs span smoothly from negative infinity to positive infinity, every real output is covered:
Worked Example C: Piecewise Function Evaluation
Given the piecewise function:
Evaluate (a) k(−3), (b) k(−1), and (c) k(9).
💡 Reveal Worked Solution
- (a) Evaluate k(−3): The input x=−3 satisfies the condition −3<−1. Use the first sub-function:
k(−3)=(−3)2−4=9−4=5
- (b) Evaluate k(−1): The input x=−1 satisfies the condition −1≤−1≤4. Use the second sub-function:
k(−1)=2(−1)+1=−2+1=−1
- (c) Evaluate k(9): The input x=9 satisfies the condition 9>4. Use the third sub-function:
k(9)=9+5=3+5=8
Practice Problem 1
Let f(x)=3x2−x. Find the following:
- (a) f(1)
- (b) f(−4)
- (c) f(a+1)
Substitute the input value or algebraic expression in place of every x in the function, using parentheses to ensure correct distribution and expansion. For (c), expand the squared binomial (a+1)2=a2+2a+1 before distributing the coefficient.
Answer: * (a) 2
- (b) 52
- (c) 3a2+5a+2
Step-by-Step Execution
(a) Find f(1)
Substitute x=1 into the function:
f(1)=3(1)2−(1)
f(1)=3(1)−1
f(1)=3−1 f(1)=2
(b) Find f(−4)
Substitute x=−4 into the function:
f(−4)=3(−4)2−(−4)
f(−4)=3(16)+4 f(−4)=48+4
f(−4)=52
(c) Find f(a+1) Substitute the expression (a+1) everywhere there is an x in the function:
Practice Problem 2
State the domain and range of the following functions: How Domain and Range Work
- (a) f(x)=x2+1
- (b) f(x)=x+3
- (c) f(x)=x−29
For domain, watch out for dividing by zero (rational denominators cannot equal 0) and taking even roots of negative numbers (radicands must be ≥0). For range, look at the structural limits of outputs (e.g., x2≥0, expression≥0, and non-zero constants in a numerator mean the fraction cannot equal 0).
Answer: * (a) Domain: (−∞,∞); Range: [1,∞)
- (b) Domain: [−3,∞); Range: [0,∞)
- (c) Domain: (−∞,2)∪(2,∞); Range: (−∞,0)∪(0,∞)
Step-by-Step Execution
(a) f(x)=x2+1
Domain:
This is a polynomial function (a parabola). There are no fractions with variables in the denominator and no square roots to restrict our inputs. You can plug in any real number.
Domain: (−∞,∞)
Range:
The term x2 is always greater than or equal to 0 for any real number x. Adding 1 shifts the entire graph up by 1 unit, meaning the minimum value the function can output is 1. Range: [1,∞)
(b) f(x)=x+3
Domain: The expression inside a square root (the radicand) must be greater than or equal to 0 to stay within the real number system.
Range: The principal (positive) square root function anything always outputs values greater than or equal to 0. As x goes from −3 to infinity, the outputs go from 0 to infinity.
Range: [0,∞)
(c) f(x)=x−29
Domain: A rational function is undefined when its denominator is equal to 0. We must exclude any values of x that cause division by zero:
Domain: (−∞,2)∪(2,∞)
Range: To find the range, we can set y=x−29 and see what values y cannot take. Notice that the numerator is a constant (9). A fraction with a non-zero numerator can never equal 0, because the only way a fraction equals 0 is if its numerator is 0. Therefore, y=0. Alternatively, solving for x in terms of y:
Range: (−∞,0)∪(0,∞)
Practice Problem 3
Use the function given to evaluate the following:
- (a) h(5)
- (b) h(−1)
- (c) h(3)
Compare the input value x to the inequalities on the right side of the piecewise function first to determine which specific sub-function formula to evaluate.
Answer: * (a) 8
- (b) 2
- (c) e3
Step-by-Step Execution
(a) Find h(5)
Determine the condition: The input is x=5. Since 5>3, we use the third piece of the function. Evaluate: The function states that for any x>3, the output is a constant 8.
(b) Find h(−1)
Determine the condition: The input is x=−1. Since −1<3, we use the first piece of the function.
Evaluate: Substitute x=−1 into 1−x5:
(c) Find h(3)
Determine the condition: The input is x=3. Since 3=3, we use the second piece of the function. Evaluate: Substitute x=3 into ex:
📅 Regroup 1
- Review domain restrictions (denominator != 0, radicand >= 0).
- Preview Block 2
Skill Block 2
Real-Life Engineering Applications
Sensor Signal Calibration (Electrical & Systems Engineering)
Engineers design sensor systems (like pressure transducers or temperature sensors) by chaining multiple physical operations together. For example, an industrial pressure sensor converts a physical pressure input P (in psi) into a voltage signal V (in volts) using a linear calibration function:
This voltage is then fed into an Analog-to-Digital Converter (ADC) that maps the voltage to a 10-bit digital value D represented by the function:
- Find the composite function (D∘V)(P) that directly maps physical pressure P to the digital output D.
- Solve for the exact pressure P (in psi) that will cause the digital output to reach a threshold alarm value of D=800.
& Real-Life Application: Function composition allows systems engineers to create direct mathematical mappings from raw physical phenomena (pressure) to digital representations in firmware. Solving algebraic equations on this composition enables calibration of safety thresholds—ensuring the system triggers an emergency shutdown at exactly 42.63 psi when the ADC reads a digital value of 800.
💡 Show Worked Derivation
Engineers design sensor systems (like pressure transducers or temperature sensors) by chaining multiple physical operations together. For example, an industrial pressure sensor converts a physical pressure input P (in psi) into a voltage signal V (in volts) using a linear calibration function:
This voltage is then fed into an Analog-to-Digital Converter (ADC) that maps the voltage to a 10-bit digital value D represented by the function:
- Find the composite function (D∘V)(P) that directly maps physical pressure P to the digital output D.
- Solve for the exact pressure P (in psi) that will cause the digital output to reach a threshold alarm value of D=800.
Step-by-Step Solution:
- Substitute V(P) into the digital output function D(V):
(D∘V)(P)=D(V(P))=204.6(0.08P+0.5)(D∘V)(P)=16.368P+102.3
- To find the pressure corresponding to D=800, set (D∘V)(P)=800 and solve for P:
16.368P+102.3=80016.368P=697.7P=16.368697.7≈42.63 psi
Skill Block 2 covers structural function operations (quotients and compositions), linear equation representations, and multi-step root-finding for algebraic and trigonometric equations.
1. Function Composition and Combination
- Conceptual Framework:
- Quotients: Division combines functions into a single rational relation (fg)(x)=f(x)g(x), restricted to inputs where f(x)=0.
- Composition: Composition (f∘g)(x)=f(g(x)) feeds the output of the inner function g(x) as the input to the outer function f(x).
- Step-by-Step Process for Composition f(g(x)):
- Identify the inner expression g(x) and the outer structure f(x).
- Replace every occurrence of x in f(x) with the full expression of g(x).
- Expand algebraic expressions (e.g., binomial squares) and simplify like terms.
- Step-by-Step Process for Point Evaluation (g∘f)(c):
- Compute the inner output value: v=f(c).
- Plug v into the outer function: g(v).
2. Linear Modeling Forms
- Conceptual Framework: Linear relations define constant rates of change (m=ΔxΔy). Conversion between forms simplifies graph analysis or algebraic manipulation.
- Key Formulas:
- Point-Slope Form:
y−y1=m(x−x1)
- Slope-Intercept Form:
y=mx+b
- Point-Slope Form:
- Step-by-Step Process (Point to Slope-Intercept Form):
- Identify given point (x1,y1) and slope m.
- Substitute values into point-slope form: y−y1=m(x−x1).
- Distribute slope m across (x−x1).
- Isolate y by adding y1 to both sides, combining constants over a common denominator.
3. Multi-Type Equation Solving
- Algebraic & Polynomial Equations:
- Linear Parentheses Reduction: Distribute negative signs from inner to outer grouping symbols, combine like terms on each side, and isolate the variable x.
- Quadratic Factoring: Rearrange to standard form ax2+bx+c=0. Identify factors r1,r2 satisfying (x−r1)(x−r2)=0 and invoke the Zero Product Property (A⋅B=0⟹A=0 or B=0).
- Trigonometric Equations:
- Factoring Common Terms: Extract common variable factors (e.g., 2θcosθ+θ=0⟹θ(2cosθ+1)=0).
- Splitting Equations: Set each factor equal to zero independently using the Zero Product Property.
- Unit Circle Evaluation: Isolate the trigonometric function (e.g., cosθ=−21) and identify all reference angles within the specified interval [0,2π] using quadrant sign rules.
Worked Example A: Function Composition and Evaluation
Given f(x)=x−2 and g(x)=2x+3:
- (a) Find f(g(x)) and simplify.
- (b) Evaluate (g∘f)(11).
💡 Reveal Worked Solution
(a) Find f(g(x)): Substitute the expression for g(x) into f(x) everywhere x appears:
Simplify the radicand:
(b) Evaluate (g∘f)(11): Evaluate from the inside out: g(f(11)).
- Calculate inner function value f(11):
f(11)=11−2=9=3
- Substitute 3 into outer function g(x):
g(3)=2(3)+3=6+3=9(g∘f)(11)=9
Worked Example B: Finding Equations of Lines
Find the equation of the line passing through the point (−2,5) with slope m=−43 in slope-intercept form.
💡 Reveal Worked Solution
- Step 1: Apply Point-Slope Form
y−y1=m(x−x1)
- Substitute m=−43, x1=−2, and y1=5:
y−5=−43(x−(−2))y−5=−43(x+2)
- Substitute m=−43, x1=−2, and y1=5:
- Step 2: Distribute Slope
y−5=−43x−46
- Simplify fraction:
y−5=−43x−23
- Simplify fraction:
- Step 3: Convert to Slope-Intercept Form (y=mx+b)
- Add 5 to both sides, expressing 5 with a common denominator of 2 (5=210):
y=−43x−23+210y=−43x+27
- Add 5 to both sides, expressing 5 with a common denominator of 2 (5=210):
Worked Example C: Solving Equations (Algebraic and Trigonometric)
Solve the following equations:
- (a) 2x2+5x−3=0
- (b) 2sin(θ)cos(θ)−3sin(θ)=0 on the interval [0,2π]
💡 Reveal Worked Solution
(a) Algebraic Solution (Quadratic Factoring): Factor the trinomial into two binomials:
(2x−1)(x+3)=0- Apply the Zero Product Property:
2x−1=0⟹x=21x+3=0⟹x=−3Final Answer: x=21,x=−3
- Apply the Zero Product Property:
(b) Trigonometric Solution (Factoring and Unit Circle): Factor out the common term sin(θ):
sin(θ)(2cos(θ)−3)=0- Apply the Zero Product Property to set up two independent equations:
- sin(θ)=0
- 2cos(θ)−3=0⟹cos(θ)=23
Determine all solutions on [0,2π]:
- From sin(θ)=0: θ=0,π,2π
- From cos(θ)=23 (positive cosine in Quadrants I and IV with reference angle 6π):
- Quadrant I: θ=6π
- Quadrant IV: θ=2π−6π=611π
- Apply the Zero Product Property to set up two independent equations:
Practice Problem 4
Let f(x)=x2−1 and g(x)=x+1.
Find the following:
- (a) (fg)(x)
- (b) f(g(x))
- (c) (g∘f)(2)
For (a), construct the ratio f(x)g(x). For (b), substitute the entire expression g(x) in place of x inside f(x), then expand and simplify. For (c), evaluate from the inside out: first calculate f(2), then substitute that numerical result into g(x).
Answer: * (a) x2−1x+1 (or x−1x+1 for x>1)
- (b) x2+2x
- (c) 3+1
Step-by-Step Execution
(a) Find (fg)(x) The notation (fg)(x) represents the division of function g(x) by function f(x):
(b) Find f(g(x)) The composite notation f(g(x)) means you substitute the entire function g(x) into every x in f(x):
(c) Find (g∘f)(2) The composition notation (g∘f)(2) means g(f(2)). Work from the inside out.
Step 1: Find f(2) Substitute x=2 into f(x):
Practice Problem 5
Find the equation of the line through the point (1,7) with slope 32. Present your answer in slope-intercept form.
Use the point-slope form y−y1=m(x−x1) with the point (1,7) and slope m=32, then distribute the slope and isolate y to convert it to the slope-intercept form y=mx+b.
Answer: * y=32x+319
Step-by-Step Execution
Step 1: Choose a linear equation form You can use either the point-slope form or the slope-intercept form to find the equation. Both methods yield the same result.
Method 1: Using Point-Slope Form The point-slope form of a line is:
Method 2: Using Slope-Intercept Form Directly The slope-intercept form is:
Final Answer The equation of the line in slope-intercept form is:
Practice Problem 6
Find the solutions to the following:
- (a) 1−(4−(5−x))=3x−(4+x)
- (b) x2+5x=−4
- (c) 2θcos(θ)+θ=0 on [0,2π]
For (a), distribute negative signs from the inside-out and combine like terms before isolating x. For (b), set the quadratic to zero (x2+5x+4=0) and factor. For (c), factor out θ to obtain θ(2cosθ+1)=0, apply the zero product property, and find the angles in [0,2π] where cosθ=−21.
Answer: * (a) x=2
- (b) x=−1, −4
- (c) θ=0, 32π, 34π
Step-by-Step Execution
(a) Solve: 1−(4−(5−x))=3x−(4+x)
Step 1: Simplify the innermost parentheses on the left side. Distribute the negative sign into (5−x):
(b) Solve: x2+5x=−4
Step 1: Set the quadratic equation to zero. Add 4 to both sides to write it in standard form (ax2+bx+c=0):
(c) Solve: 2θcos(θ)+θ=0 on [0,2π]
Step 1: Factor out the common term. Both terms share a θ, so factor it out:
Step 3: Solve the trigonometric equation. Isolate cos(θ) in the second equation:
Final Answer:
📅 Regroup 2
- Highlight slope-intercept vs point-slope forms.
- Preview Block 3
Skill Block 3
Real-Life Engineering Applications
Robotic Arm Path Planning (Mechanical & Aerospace Engineering)
In robotics, the forward kinematics function maps the joint angles of a robotic arm to a physical coordinate (x,y) in space. However, to control the robot, engineers must solve the inverse kinematics problem: given a target coordinate (x,y), calculate the joint angle θ required to reach it.
For a single-link arm of length L=5 units, the position is given by x=5cosθ and y=5sinθ.
- Reconstruct the trigonometric relationship to show that θ=arctan(xy).
- If the arm needs to target the coordinate (x,y)=(−3,4) in Quadrant II, evaluate the joint angle θ in radians, accounting for quadrant corrections.
& Real-Life Application:
Standard inverse trigonometric functions like arctan(z) are mathematically restricted to Quadrants I and IV ((−2π,2π)). In robotics and path planning, software engineers use quadrant dynamics to reconstruct the true angle in 2D space (often using functions like atan2(y, x)) to prevent the arm from moving to the incorrect mirror-image location.
💡 Show Worked Derivation
In robotics, the forward kinematics function maps the joint angles of a robotic arm to a physical coordinate (x,y) in space. However, to control the robot, engineers must solve the inverse kinematics problem: given a target coordinate (x,y), calculate the joint angle θ required to reach it.
For a single-link arm of length L=5 units, the position is given by x=5cosθ and y=5sinθ.
- Reconstruct the trigonometric relationship to show that θ=arctan(xy).
- If the arm needs to target the coordinate (x,y)=(−3,4) in Quadrant II, evaluate the joint angle θ in radians, accounting for quadrant corrections.
Step-by-Step Solution:
- Using the given coordinates:
xy=5cosθ5sinθ=tanθTaking the inverse tangent of both sides:θ=arctan(xy)
- For (x,y)=(−3,4):
θref=arctan(−34)=arctan(34)≈0.927 radSince x<0 and y>0, the target lies in Quadrant II. The true angle θ is:θ=π−θref=π−arctan(34)≈3.142−0.927=2.215 rad
Skill Block 3 covers foundational precalculus operations: reference right-triangle trigonometry, inverse algebraic/logarithmic functions, exponential and logarithmic equations, log properties, inverse trigonometric evaluations, and algebraic function symmetry.
1. Trigonometric Ratios and Quadrant Dynamics
- Conceptual Framework: Given a trigonometric ratio and quadrant constraints, reference right triangles translate spatial relationships across coordinate axes. The standard ratios on a right triangle with adjacent side x, opposite side y, and hypotenuse r=x2+y2 are defined as:
sinθ=ry,cosθ=rx,tanθ=xycscθ=yr,secθ=xr,cotθ=yx
- Quadrant Sign Conventions (CAST Rule):
- Quadrant I (0<θ<2π): All functions positive (x>0,y>0).
- Quadrant II (2π<θ<π): Sine and Cosecant positive (x<0,y>0).
- Quadrant III (π<θ<23π): Tangent and Cotangent positive (x<0,y<0).
- Quadrant IV (23π<θ<2π): Cosine and Secant positive (x>0,y<0).
- Step-by-Step Triangle Reconstruction Process:
- Determine signs of x and y based on the given quadrant interval.
- Use the Pythagorean theorem (x2+y2=r2) to solve for the missing side length.
- Assign the correct algebraic sign (+ or −) to x or y.
- Construct the remaining 5 trigonometric ratios.
2. Finding Inverse Functions f−1(x)
- Algebraic Inverses:
- Replace f(x) with y.
- Swap x and y variables.
- Isolate y algebraically (e.g., clearing rational denominators or exponentiating both sides).
- Replace y with f−1(x).
- Exponential/Logarithmic Inverse Pairing:
- To undo ln(g(y)), exponentiate both sides with base e: eln(g(y))=g(y).
- To undo eg(y), take the natural logarithm of both sides: ln(eg(y))=g(y).
3. Exponential and Logarithmic Equations
- Common Base Method: If bg(x)=bk, then g(x)=k.
- Quadratic-Form Exponentials: Equations like a⋅e2x+b⋅ex+c=0 transform into standard quadratics au2+bu+c=0 using u=ex. Discard extraneous negative roots since ex>0 for all real x.
- Logarithmic Properties & Condensing Rules:
- Product Rule: logb(A)+logb(B)=logb(A⋅B)
- Quotient Rule: logb(A)−logb(B)=logb(BA)
- Power Rule: k⋅logb(A)=logb(Ak)
- Extraneous Solution Check: Verify that inputs into any logarithmic term satisfy Argument>0.
4. Inverse Trigonometric Functions
- Restricted Domain & Output Range:
- arcsin(x) or sin−1(x): Output range [−2π,2π]
- arccos(x) or cos−1(x): Output range [0,π]
- arctan(x) or tan−1(x): Output range (−2π,2π)
- Evaluation Framework: Rephrase θ=f−1(k) as finding an angle θ inside the restricted range such that f(θ)=k.
5. Function Symmetry (Even, Odd, Neither)
- Algebraic Test: Evaluate f(−x) and compare with f(x):
- Even Function: f(−x)=f(x) ⟹ Symmetric across the y-axis.
- Odd Function: f(−x)=−f(x) ⟹ Symmetric about the origin.
- Neither: f(−x)=f(x) and f(−x)=−f(x).
Worked Example A: Reference Triangle Trigonometry
Given cos(θ)=−53 and π<θ<23π, find the exact values of the remaining 5 trigonometric functions.
💡 Reveal Worked Solution
- Step 1: Identify Quadrant and Signs The interval π<θ<23π indicates Quadrant III. In Quadrant III, x<0 and y<0. Cosine is defined as rx=−53. Assign x=−3 and radius r=5.
- Step 2: Solve for Missing Side (y) Using x2+y2=r2:
(−3)2+y2=52⟹9+y2=25⟹y2=16⟹y=−4(since y<0)
- Step 3: Construct Trigonometric Functions With x=−3, y=−4, and r=5:
sin(θ)=ry=−54tan(θ)=xy=−3−4=34csc(θ)=yr=−45sec(θ)=xr=−35cot(θ)=yx=−4−3=43
Worked Example B: Inverses, Exponentials, and Logarithmic Equations
- (a) Find f−1(x) for f(x)=x−43x+2.
- (b) Solve log2(x)+log2(x−2)=3 for x.
💡 Reveal Worked Solution
- (a) Finding f−1(x): Replace f(x) with y and swap variables x and y:
x=y−43y+2
- Multiply by (y−4) and distribute x:
x(y−4)=3y+2⟹xy−4x=3y+2
- Isolate y-terms on one side:
xy−3y=4x+2
- Factor out y and solve:
y(x−3)=4x+2⟹y=x−34x+2f−1(x)=x−34x+2
- Multiply by (y−4) and distribute x:
- (b) Solving Logarithmic Equation: Apply the product rule to condense logarithms:
log2(x(x−2))=3⟹log2(x2−2x)=3
- Convert to exponential form (23=argument):
x2−2x=23⟹x2−2x=8⟹x2−2x−8=0
- Factor the quadratic equation:
(x−4)(x+2)=0⟹x=4orx=−2
- Check for extraneous solutions (arguments must be >0):
- Testing x=−2: log2(−2) is undefined. Reject x=−2.
- Testing x=4: log2(4) and log2(2) are both valid.
- Convert to exponential form (23=argument):
Worked Example C: Inverse Trig Evaluation and Function Symmetry
- (a) Evaluate sin−1(−23).
- (b) Determine whether f(x)=x2+1x3 is even, odd, or neither.
💡 Reveal Worked Solution
- (a) Inverse Trig Evaluation: Let θ=sin−1(−23). Rephrase as sin(θ)=−23 where θ∈[−2π,2π]. Since the sine value is negative, θ must lie in Quadrant IV (negative angle range [−2π,0]). The reference angle yielding 23 is 3π.
θ=−3π
- (b) Algebraic Function Symmetry Test: Substitute −x into f(x):
f(−x)=(−x)2+1(−x)3
- Simplify exponents (odd powers retain negative sign, even powers cancel negative sign):
f(−x)=x2+1−x3
- Factor out the negative sign:
f(−x)=−(x2+1x3)=−f(x)
- Since f(−x)=−f(x), the function is Odd.
- Simplify exponents (odd powers retain negative sign, even powers cancel negative sign):
Practice Problem 7
Given sin(θ)=1312 and 2π<θ<π, find the other 5 trigonometric values. Trigonometry Review
The interval tells you θ is in Quadrant II, meaning the adjacent side x is negative while the opposite side y is positive. Set up a reference triangle where opposite=12 and hypotenuse=13, and use the Pythagorean theorem to find the adjacent side.
Answer: * cosθ=−135
- tanθ=−512
- cscθ=1213
- secθ=−513
- cotθ=−125
Step-by-Step Execution
Problem Analysis
We are given: * sin(θ)=1312 * 2π<θ<π (This indicates that θ lies in Quadrant II)
In Quadrant II: * Sine (sin) and Cosecant (csc) are positive. * Cosine (cos), Secant (sec), Tangent (tan), and Cotangent (cot) are negative.
Step 1: Find the missing side of the reference triangle Sine is defined as the ratio of the opposite side to the hypotenuse:
Step 2: Evaluate the remaining 5 trigonometric functions Using our values (Opposite=12, Adjacent=−5, Hypotenuse=13):
Cosine (cos(θ)): HypotenuseAdjacent
Practice Problem 8
Find the inverse, f−1(x), of the following functions:
- (a) f(x)=2x+34x−1
- (b) f(x)=ln(5x−1)
Set y=f(x), swap x and y, and solve for y. For (a), clear the denominator and group all y terms on one side to factor them. For (b), exponentiate both sides with base e to undo the natural log.
Answer: * (a) f−1(x)=4−2x3x+1 (or 2x−4−3x−1)
- (b) f−1(x)=5ex+1
Step-by-Step Execution
(a) f(x)=2x+34x−1
Step 1: Replace f(x) with y.
(b) f(x)=ln(5x−1)
Step 1: Replace f(x) with y.
Practice Problem 9
Solve the following equations:
- (a) 42x−3=64
- (b) 4e2x−7ex=15
- (c) log3x+log3(x−6)=3
For (a), write 64 as 43 to equate exponents. For (b), let u=ex, solve the resulting quadratic equation, and discard any negative values for ex. For (c), use the product property to condense the logs, rewrite in exponential form (33=…), solve the quadratic, and check for extraneous solutions.
Answer: * (a) x=3
- (b) x=ln(3)
- (c) x=9 (note: x=−3 is extraneous)
Step-by-Step Execution
(a) Solve: 42x−3=64
Step 1: Rewrite both sides with a common base. Notice that 64 is a power of 4 (43=64):
(b) Solve: 4e2x−7ex=15
Step 1: Set the equation to zero to form a quadratic-like structure. Subtract 15 from both sides:
- Case 1: ex=−45 An exponential function with a positive base (e≈2.718) can never produce a negative output. Therefore, this equation has no real solution.
- Case 2: ex=3 Take the natural logarithm (ln) of both sides to isolate x: ln(ex)=ln(3)x=ln(3)
(c) Solve: log3x+log3(x−6)=3 Step 1: Condense the logarithms using logarithmic properties. Use the product property (logbA+logbB=logb(AB)):
- Test x=9: log3(9) and log3(9−6)=log3(3) are both valid inputs.
- Test x=−3: log3(−3) is undefined because you cannot take the logarithm of a negative number. Thus, x=−3 is an extraneous solution.
Final Answer:
Practice Problem 10
Using the properties of logarithms, express the given quantity as a single logarithm:
First, use the power property to move the coefficient in 2lnc to the exponent (ln(c2)). Then, use the product property for addition and the quotient property for subtraction to condense into a single log.
Answer: * ln(c2a2−b2) or ln(c2(a+b)(a−b))
Step-by-Step Execution
Express as a single logarithm: ln(a+b)+ln(a−b)−2lnc To combine these terms into a single logarithm, we will apply the properties of logarithms step by step.
Step 1: Apply the Power Property to the last term. The power property states that nln(x)=ln(xn). Move the coefficient 2 to the exponent of c:
Step 2: Apply the Product Property to the first two terms. The product property states that ln(A)+ln(B)=ln(A⋅B). Combine the first two added logarithms:
Step 3: Apply the Quotient Property to combine the remaining terms. The quotient property states that ln(A)−ln(B)=ln(BA). Bring the subtracted term into the denominator:
Final Answer Both forms are mathematically correct single logarithms:
📅 Regroup 3
- Q/A for skills today
📅 Synthesis Wrap-up
- Recap key skills
- Q/A about how the course works