Logarithmic And Exponential Functions (Copy)
New Notes

Introduction to Logarithms
- A logarithm is the inverse operation of exponentiation.
- If ab=ca^b = c, then: logac=blog_a c = b where:
- aa: Base of the logarithm (a>0a > 0, a≠1a neq 1),
- bb: Exponent,
- cc: Resultant value (c>0c > 0).
Logarithms to Base 10
- Logarithms to base 10 are known as common logarithms, denoted as log10xlog_{10} x or simply logxlog x.
- Definition:
- If 10y=x10^y = x, then: log10x=ylog_{10} x = y
- This means log10xlog_{10} x answers the question: “To what power must 10 be raised to obtain xx?”
Properties of Logarithms
- Logarithm of 1:
- The logarithm of 1 to any base is 0: log101=0since 100=1log_{10} 1 = 0 quad text{since } 10^0 = 1
- Logarithm of the Base:
- The logarithm of the base to itself is 1: log1010=1since 101=10log_{10} 10 = 1 quad text{since } 10^1 = 10
- Logarithm of a Power:
- The logarithm of 10n10^n is nn: log10(10n)=nlog_{10}(10^n) = n
- Logarithm of a Reciprocal:
- The logarithm of 1xfrac{1}{x} is the negative of the logarithm of xx: log101x=−log10xlog_{10} frac{1}{x} = -log_{10} x
- Logarithm of a Product:
- The logarithm of a product is the sum of the logarithms: log10(xy)=log10x+log10ylog_{10}(xy) = log_{10} x + log_{10} y
- Logarithm of a Quotient:
- The logarithm of a quotient is the difference of the logarithms: log10xy=log10x−log10ylog_{10} frac{x}{y} = log_{10} x – log_{10} y
- Logarithm of a Power:
- The logarithm of xnx^n is nlog10xn log_{10} x: log10(xn)=nlog10xlog_{10}(x^n) = n log_{10} x
Laws of Logarithms
- Addition Law:
- If log10x+log10y=log10(xy)log_{10} x + log_{10} y = log_{10}(xy), then: log10(10a⋅10b)=log1010a+blog_{10} (10^a cdot 10^b) = log_{10} 10^{a+b}
- Subtraction Law:
- If log10x−log10y=log10xylog_{10} x – log_{10} y = log_{10} frac{x}{y}, then: log10(10a10b)=log1010a−blog_{10} left(frac{10^a}{10^b}right) = log_{10} 10^{a-b}
- Multiplication Law:
- If nlog10x=log10(xn)n log_{10} x = log_{10}(x^n), then: log10(10a)n=log1010anlog_{10} (10^a)^n = log_{10} 10^{an}
Common Logarithm Values
- Commonly Used Values:
- log101=0log_{10} 1 = 0
- log1010=1log_{10} 10 = 1
- log10100=2log_{10} 100 = 2
- log101000=3log_{10} 1000 = 3
- Fractional Logarithms:
- log100.1=−1log_{10} 0.1 = -1
- log100.01=−2log_{10} 0.01 = -2
- log100.001=−3log_{10} 0.001 = -3
Using Logarithms to Solve Equations
- Linearizing Exponential Equations:
- Logarithms convert exponential equations into linear ones for easier manipulation.
- Example: Solve 10x=100010^x = 1000:
- Take log10log_{10} on both sides: log10(10x)=log10(1000)log_{10}(10^x) = log_{10}(1000)
- Apply the power rule: xlog10(10)=log10(1000)x log_{10}(10) = log_{10}(1000)
- Simplify: x=3x = 3
- Take log10log_{10} on both sides: log10(10x)=log10(1000)log_{10}(10^x) = log_{10}(1000)
- Finding Unknowns in Products or Quotients:
- Use the laws of logarithms to separate variables.
- Example: Solve log10x+log102=1log_{10} x + log_{10} 2 = 1:
- Combine logarithms: log10(2x)=1log_{10}(2x) = 1
- Rewrite in exponential form: 101=2×10^1 = 2x
- Solve: x=5x = 5
- Combine logarithms: log10(2x)=1log_{10}(2x) = 1
- Finding Roots of Equations:
- Logarithms help in solving equations where variables appear in exponents.
- Example: Solve 102x=10010^{2x} = 100:
- Rewrite 100100 as 10210^2: 102x=10210^{2x} = 10^2
- Equate exponents: 2x=22x = 2
- Solve: x=1x = 1
- Rewrite 100100 as 10210^2: 102x=10210^{2x} = 10^2
Applications of Base-10 Logarithms
- Scientific Computations:
- Logarithms simplify complex multiplications and divisions in calculations involving large or small numbers.
- Widely used in scientific notation for orders of magnitude.
- Data Analysis:
- Used in analyzing exponential growth (e.g., population, bacteria) and decay (e.g., radioactive decay).
- Engineering:
- Essential for analyzing electrical circuits (e.g., decibels in sound and signal processing).
- Economics:
- Applied in financial modeling, especially for compound interest and exponential growth rates.
Graph of y=log10xy = log_{10} x
- Shape:
- The graph of y=log10xy = log_{10} x is an increasing curve.
- It passes through (1,0)(1, 0) and approaches x=0x = 0 asymptotically.
- Key Features:
- y→−∞y to -infty as x→0+x to 0^+,
- y→∞y to infty as x→∞x to infty.
Practice Problems
- Evaluate log101000log_{10} 1000 and log100.01log_{10} 0.01.
- Solve 103x=100010^{3x} = 1000 for xx.
- Simplify log1050−log102log_{10} 50 – log_{10} 2.
- Solve log10x+log105=2log_{10} x + log_{10} 5 = 2.
- Find xx if log10(2x)=1.5log_{10} (2x) = 1.5.
Overview of Logarithms to Base 10
- Logarithms simplify complex calculations involving exponential relationships by allowing expressions of powers to be rewritten in a logarithmic form.
- A logarithm answers the question: “To what power must the base 10 be raised to produce a specific number?”
Key Definitions
- Logarithmic Form:
If y=10xy = 10^x, then x=log10yx = log_{10}y.- This expresses the inverse relationship between exponentiation and logarithms.
- Base 10 Logarithms:
- The logarithmic operation assumes base 10 unless specified otherwise, commonly referred to as the “common logarithm.”
- Inverse Functions:
- y=10xy = 10^x and x=log10yx = log_{10}y are inverse operations. The graph of y=log10xy = log_{10}x is the reflection of y=10xy = 10^x about the line y=xy = x.
Key Rules and Properties
- Identity Properties:
- log1010=1log_{10}10 = 1, since 101=1010^1 = 10.
- log101=0log_{10}1 = 0, since 100=110^0 = 1.
- General Exponential Relationship:
- If ab=ca^b = c, then b=logacb = log_a c.
- Conditions for Logarithmic Definitions:
- The base a>0a > 0 and a≠1a neq 1.
- The argument x>0x > 0.
Examples of Conversion
- Exponential to Logarithmic:
- 103=100010^3 = 1000 becomes log101000=3log_{10}1000 = 3.
- 10x=5010^x = 50 transforms into x=log1050x = log_{10}50.
- Logarithmic to Exponential:
- log10100=2log_{10}100 = 2 converts to 102=10010^2 = 100.
- log10x=1.5log_{10}x = 1.5 means x=101.5x = 10^{1.5}.
Worked Examples
Example 1: Convert 10x=4510^x = 45 to Logarithmic Form
- Step 1: Identify the base (10) and exponent (x).
- Step 2: Write in logarithmic form: x=log1045x = log_{10}45.
- Step 3: Solve using a calculator: x≈1.653x approx 1.653 (to 3 significant figures).
Example 2: Evaluate log10100000log_{10}100000
- Step 1: Recognize 100000=105100000 = 10^5.
- Step 2: Using log10105=5log_{10}10^5 = 5.
Rules of Logarithms
1. Product Rule:
- loga(xy)=logax+logaylog_a(xy) = log_a x + log_a y.
- Example: log10(10×100)=log1010+log10100=1+2=3log_{10}(10 times 100) = log_{10}10 + log_{10}100 = 1 + 2 = 3.
2. Quotient Rule:
- loga(xy)=logax−logaylog_aleft(frac{x}{y}right) = log_a x – log_a y.
- Example: log10(100010)=log101000−log1010=3−1=2log_{10}left(frac{1000}{10}right) = log_{10}1000 – log_{10}10 = 3 – 1 = 2.
3. Power Rule:
- loga(xb)=blogaxlog_a(x^b) = blog_a x.
- Example: log10(103)=3log1010=3log_{10}(10^3) = 3log_{10}10 = 3.
4. Change of Base Rule:
- logab=logcblogcalog_a b = frac{log_c b}{log_c a}.
- Example: Convert log28log_2 8 to base 10: log28=log108log102log_2 8 = frac{log_{10}8}{log_{10}2}.
Special Properties
- Logarithm of Reciprocal:
- loga(1x)=−logaxlog_aleft(frac{1}{x}right) = -log_a x.
- Example: log10(0.1)=−1log_{10}(0.1) = -1, since 0.1=10−10.1 = 10^{-1}.
- Logarithm of One:
- loga1=0log_a 1 = 0, since a0=1a^0 = 1.
- Logarithm of the Base:
- logaa=1log_a a = 1.
Advanced Calculations
- Solving Logarithmic Equations:
- Given log10x+log104=log1020log_{10}x + log_{10}4 = log_{10}20:
Step 1: Apply product rule: log10(4x)=log1020log_{10}(4x) = log_{10}20.
Step 2: Exponential form: 4x=204x = 20.
Step 3: Solve x=5x = 5.
- Given log10x+log104=log1020log_{10}x + log_{10}4 = log_{10}20:
- Finding Unknowns:
- If 10x=50010^x = 500:
x=log10500≈2.698x = log_{10}500 approx 2.698.
- If 10x=50010^x = 500:
Graphical Representation
- Graph of y=log10xy = log_{10}x:
- The curve is defined only for x>0x > 0.
- Passes through (1,0)(1, 0) since log101=0log_{10}1 = 0.
- Increases slowly as xx increases.
- Comparative Behavior:
- y=10xy = 10^x grows exponentially.
- y=log10xy = log_{10}x increases logarithmically, showing inverse behavior.
Applications
- Scientific Notation:
- Used in expressing large or small numbers.
- Example: log102.5×106≈log102.5+6log_{10}2.5 times 10^6 approx log_{10}2.5 + 6.
- Sound Intensity (Decibels):
- Intensity II is proportional to log10log_{10} of the power.
- pH Calculations:
- pH=−log10[H+]text{pH} = -log_{10}[H^+].
Exercises
Practice Problems:
- Convert 10x=10010^x = 100 into logarithmic form.
- Solve log10(x+1)=2log_{10}(x + 1) = 2 for xx.
- Simplify log1050+log102log_{10}50 + log_{10}2.
Solutions:
- x=log10100=2x = log_{10}100 = 2.
- x+1=102x + 1 = 10^2, x=99x = 99.
- log10100=2log_{10}100 = 2.
Introduction to the Laws of Logarithms
- Logarithms simplify expressions involving multiplication, division, and powers by converting operations into addition, subtraction, and multiplication, respectively.
- These laws are foundational in algebra and calculus, enabling problem-solving in exponential and logarithmic equations.
Key Laws of Logarithms
1. Product Law
- Definition: loga(xy)=logax+logaylog_a(xy) = log_a x + log_a y
- Explains that the logarithm of a product equals the sum of the logarithms of the factors.
- Example: log10(8×2)=log108+log102log_{10}(8 times 2) = log_{10}8 + log_{10}2
log_10(8 * 2) = log_10(8) + log_10(2) log_10(16) = log_10(8) + log_10(2)
2. Quotient Law
- Definition: loga(xy)=logax−logaylog_aleft(frac{x}{y}right) = log_a x – log_a y
- States that the logarithm of a quotient is the difference of the logarithms of the numerator and denominator.
- Example: log10(162)=log1016−log102log_{10}left(frac{16}{2}right) = log_{10}16 – log_{10}2
log_10(16 / 2) = log_10(16) - log_10(2) log_10(8) = 4 - 1
3. Power Law
- Definition: loga(xn)=nlogaxlog_a(x^n) = nlog_a x
- Demonstrates that the logarithm of a number raised to a power equals the power times the logarithm of the base number.
- Example: log10(43)=3log104log_{10}(4^3) = 3log_{10}4
log_10(4^3) = 3 * log_10(4) log_10(64) = 3 * log_10(4)
4. Change of Base Rule
- Definition: logab=logcblogcalog_a b = frac{log_c b}{log_c a}
- Allows logarithms to be converted to a different base.
- Example: Convert log28log_2 8 to base 10: log28=log108log102log_2 8 = frac{log_{10}8}{log_{10}2}
log_2(8) = log_10(8) / log_10(2)
Additional Properties
- Logarithm of Reciprocal:
- loga(1x)=−logaxlog_aleft(frac{1}{x}right) = -log_a x
- Example: log10(0.1)=−log10(10)log_{10}(0.1) = -log_{10}(10)
log_10(1 / 10) = -log_10(10)
- Logarithm of 1:
- loga1=0log_a 1 = 0, because a0=1a^0 = 1.
- Logarithm of the Base:
- logaa=1log_a a = 1, because a1=aa^1 = a.
Worked Examples
Example 1: Simplify log2(32)log_2(32)
- Step 1: Recognize 32=2532 = 2^5.
- Step 2: Apply the Power Law: log2(25)=5log2(2)log_2(2^5) = 5log_2(2).
- Step 3: Simplify: 5×1=55 times 1 = 5.
Example 2: Combine 2log3(x)+log3(y)2log_3(x) + log_3(y)
- Step 1: Use Power Law on 2log3(x)2log_3(x): log3(x2)+log3(y)log_3(x^2) + log_3(y).
- Step 2: Apply Product Law: log3(x2y)log_3(x^2y).
Example 3: Solve log10(x)+log10(x−2)=log10(15)log_{10}(x) + log_{10}(x-2) = log_{10}(15)
- Step 1: Use Product Law: log10[x(x−2)]=log10(15)log_{10}[x(x-2)] = log_{10}(15).
- Step 2: Convert to Exponential Form: x(x−2)=15x(x-2) = 15.
- Step 3: Expand: x2−2x−15=0x^2 – 2x – 15 = 0.
- Step 4: Factorize: (x−5)(x+3)=0(x-5)(x+3) = 0.
- Step 5: Solve: x=5x = 5 (valid as x>0x > 0).
Graphical Representation
- Behavior of Logarithmic Functions:
- For y=log10(x)y = log_{10}(x), the graph is only defined for x>0x > 0.
- Passes through (1,0)(1, 0) since log10(1)=0log_{10}(1) = 0.
- Increases gradually as xx increases.
- Reflection and Inverse:
- Logarithmic functions are the inverse of exponential functions.
- The graph of y=loga(x)y = log_a(x) is a reflection of y=axy = a^x about y=xy = x.
Applications
- Scientific Calculations:
- Logarithms simplify operations with large or small numbers, such as in pH calculations pH=−log10[H+]text{pH} = -log_{10}[H^+].
- Sound Measurement:
- Decibels use log10log_{10}: dB=10log10(II0)text{dB} = 10log_{10}left(frac{I}{I_0}right).
- Growth and Decay:
- Natural growth processes often involve logarithms to describe rates over time.
Practice Problems
- Simplify log3(27)+log3(1/3)log_3(27) + log_3(1/3).
- Solution: log3(27)=3log_3(27) = 3, log3(1/3)=−1log_3(1/3) = -1, so 3+(−1)=23 + (-1) = 2.
- Express log2(64)−2log2(4)log_2(64) – 2log_2(4) as a single logarithm.
- Solution: log2(64)=6log_2(64) = 6, 2log2(4)=42log_2(4) = 4, so log2(16)=4log_2(16) = 4.
- Solve log5(x)+log5(2)=1log_5(x) + log_5(2) = 1.
- Solution: Use Product Law: log5(2x)=1log_5(2x) = 1, convert: 2x=52x = 5, x=52x = frac{5}{2}.
Introduction to Solving Logarithmic Equations
- Logarithmic equations are those that include logarithms of variables.
- To solve such equations:
- Use the laws of logarithms to simplify expressions.
- Convert between logarithmic and exponential forms when needed.
- Check the solution for validity, as logarithms are undefined for non-positive arguments.
Types of Logarithmic Equations
- Single Logarithmic Term:
- Example: log10x=2log_{10}x = 2.
- Solution:
- Convert to exponential form: 102=x10^2 = x.
- Result: x=100x = 100.
- Equations with Multiple Logarithms:
- Combine terms using the laws of logarithms.
Procedure for Solving
- Simplify Using Logarithmic Laws:
- Product Rule: loga(xy)=logax+logaylog_a(xy) = log_a x + log_a y.
- Quotient Rule: loga(xy)=logax−logaylog_aleft(frac{x}{y}right) = log_a x – log_a y.
- Power Rule: loga(xn)=nlogaxlog_a(x^n) = nlog_a x.
- Rewrite in Exponential Form:
- Convert logarithms into an exponential equation when possible.
- Solve Algebraically:
- After simplification, solve for the variable.
- Check Solutions:
- Substitute back into the original equation to ensure the solution is valid.
Key Examples and Solutions
Example 1: Single Logarithmic Equation
Solve log10x=3log_{10}x = 3.
- Step 1: Convert to exponential form: x=103x = 10^3
- Solution: x=1000x = 1000
Example 2: Equations with Addition
Solve log3x+log3(x−2)=1log_3x + log_3(x – 2) = 1.
- Step 1: Use the product rule:log3[x(x−2)]=1log_3[x(x-2)] = 1
- Step 2: Convert to exponential form:x(x−2)=31x(x-2) = 3^1
- Step 3: Expand and solve:x2−2x−3=0x^2 – 2x – 3 = 0Factorize:
(x−3)(x+1)=0(x – 3)(x + 1) = 0Solutions: x=3x = 3, x=−1x = -1.
- Step 4: Check for validity:
- x=3x = 3 is valid.
- x=−1x = -1 is invalid (logarithms undefined for x≤0x leq 0).
- Final Solution:x=3x = 3
Example 3: Equations with Subtraction
Solve log2(8x)−log2x=3log_2(8x) – log_2x = 3.
- Step 1: Use the quotient rule: log2(8xx)=3log_2left(frac{8x}{x}right) = 3 Simplify: log2(8)=3log_2(8) = 3
- Step 2: Convert to exponential form: 8=238 = 2^3
- Solution: x=1x = 1
Advanced Examples
Example 4: Quadratic Logarithmic Equation
Solve (log2x)2−5log2x+6=0(log_2x)^2 – 5log_2x + 6 = 0.
- Step 1: Substitute y=log2xy = log_2x, so the equation becomes: y2−5y+6=0y^2 – 5y + 6 = 0
- Step 2: Factorize: (y−3)(y−2)=0(y – 3)(y – 2) = 0 Solutions: y=3y = 3, y=2y = 2.
- Step 3: Back-substitute: log2x=3andlog2x=2log_2x = 3 quad text{and} quad log_2x = 2 Convert to exponential form: x=23andx=22x = 2^3 quad text{and} quad x = 2^2
- Solution: x=8, x=4x = 8, , x = 4
General Tips
- Combine Logs First:
- Simplify multiple logarithmic terms using the laws of logarithms.
- Example: logax+logay=loga(xy)log_a x + log_a y = log_a(xy).
- Convert Carefully:
- When converting logarithmic equations to exponential, maintain accuracy with base and powers.
- Exclude Invalid Solutions:
- Logarithmic arguments must always be positive.
Practice Problems
- Solve log4(x−1)+log4(x−3)=2log_4(x – 1) + log_4(x – 3) = 2.
- Hint: Combine logs, then convert to exponential form.
- Solve 3log2x−log2(4x)=13log_2x – log_2(4x) = 1.
- Hint: Simplify using power and quotient rules.
- Solve log5(x+1)−log5(x−1)=2log_5(x + 1) – log_5(x – 1) = 2.
- Hint: Combine logs, then use exponential form.
- Solve (log3x)2−4log3x+3=0(log_3x)^2 – 4log_3x + 3 = 0.
- Hint: Substitute y=log3xy = log_3x.
Summary
- Logarithmic equations can be simplified and solved using the laws of logarithms and careful algebraic manipulation.
- Always validate solutions within the domain of the logarithmic function.
- With practice, solving these equations becomes intuitive and systematic.
Overview of Exponential Equations
- Exponential equations contain terms where variables appear as exponents.
- Solving such equations involves:
- Simplifying expressions.
- Using logarithms (when the base cannot be converted to match).
- Applying properties of exponential and logarithmic functions.
- Exponential equations are foundational in mathematics for modeling real-life phenomena such as population growth, radioactive decay, and compound interest.
General Steps for Solving
- Express Terms in the Same Base:
- If possible, rewrite both sides of the equation using the same base.
Example: Solve 32x=273^{2x} = 27.
Solution:3^{2x} = 3^3 2x = 3 x = frac{3}{2} - Use Logarithms for Different Bases:
- When terms cannot be expressed in the same base, take logarithms on both sides.
- Apply the power rule: loga(bn)=nlogablog_a(b^n) = nlog_a b.
Example: Solve 3x=403^x = 40.
Solution:Take log base 10: log_{10}(3^x) = log_{10}(40) Use the power rule: x log_{10}(3) = log_{10}(40) x = frac{log_{10}(40)}{log_{10}(3)} - Isolate the Exponential Term:
- Rearrange the equation to isolate the term with the variable exponent.
- Check Solutions:
- Verify that solutions satisfy the original equation and fall within its domain.
Key Properties of Exponential Functions
- One-to-One Property:
- If ax=aya^x = a^y, then x=yx = y for a>0a > 0 and a≠1a neq 1.
- Domain and Range:
- Exponential functions f(x)=axf(x) = a^x are defined for all xx (domain: Rmathbb{R}).
- The range is (0,∞)(0, infty).
Worked Examples
Example 1: Basic Exponential Equation
Solve 2x=322^x = 32.
- Step 1: Express 32 as a power of 2: 32=2532 = 2^5
- Step 2: Rewrite the equation: 2x=252^x = 2^5
- Step 3: Equate exponents: x=5x = 5
Example 2: Using Logarithms
Solve 52x+1=2005^{2x+1} = 200.
- Step 1: Take logarithms on both sides:
log_{10}(5^{2x+1}) = log_{10}(200) - Step 2: Apply the power rule:
(2x + 1) log_{10}(5) = log_{10}(200) - Step 3: Simplify:
2x + 1 = frac{log_{10}(200)}{log_{10}(5)} - Step 4: Solve for xx:
2x = frac{log_{10}(200)}{log_{10}(5)} - 1 x = frac{frac{log_{10}(200)}{log_{10}(5)} - 1}{2}
Example 3: Quadratic in Exponents
Solve 32x−3x−6=03^{2x} – 3^x – 6 = 0.
- Step 1: Substitute y=3xy = 3^x:
y^2 - y - 6 = 0 - Step 2: Factorize:
(y - 3)(y + 2) = 0 - Step 3: Solve for yy:
y = 3 quad text{(valid)} quad text{and} quad y = -2 quad text{(invalid as ( y > 0 ))}. - Step 4: Back-substitute y=3xy = 3^x:
3^x = 3 quad Rightarrow quad x = 1 - Solution: x=1x = 1.
Example 4: Mixed Terms
Solve 2x+1+2x=122^{x+1} + 2^x = 12.
- Step 1: Factorize 2x+12^{x+1}:
2^{x+1} = 2 cdot 2^x - Step 2: Rewrite the equation:
2(2^x) + 2^x = 12 - Step 3: Simplify:
3 cdot 2^x = 12 - Step 4: Solve for 2×2^x:
2^x = 4 quad Rightarrow quad x = 2
Complex Exponential Equations
Example 5: Equations with Natural Exponents
Solve e2x−5ex+6=0e^{2x} – 5e^x + 6 = 0.
- Step 1: Substitute y=exy = e^x:
y^2 - 5y + 6 = 0 - Step 2: Factorize:
(y - 3)(y - 2) = 0 - Step 3: Solve for yy:
y = 3 quad text{and} quad y = 2 - Step 4: Back-substitute y=exy = e^x:
e^x = 3 quad Rightarrow quad x = ln(3) e^x = 2 quad Rightarrow quad x = ln(2) - Solution:
x = ln(3), ln(2)
Example 6: Nonlinear Forms
Solve 4x+2−4x+1=484^{x+2} – 4^{x+1} = 48.
- Step 1: Factorize 4x+24^{x+2}:
4^{x+2} = 4^2 cdot 4^x - Step 2: Rewrite the equation:
16 cdot 4^x - 4 cdot 4^x = 48 - Step 3: Simplify:
12 cdot 4^x = 48 - Step 4: Solve for 4×4^x:
4^x = 4 quad Rightarrow quad x = 1
Applications of Exponential Equations
- Growth and Decay:
- Exponential equations describe processes like population growth (N=N0ektN = N_0 e^{kt}) and radioactive decay (N=N0e−ktN = N_0 e^{-kt}).
- Finance:
- Compound interest formulas involve exponential equations: A=P(1+r/n)ntA = P(1 + r/n)^{nt}.
- Physics:
- Half-life and decay processes use T=T0e−ktT = T_0 e^{-kt}.
Practice Problems
- Solve 2x+3=642^{x+3} = 64.
- Solve 52x+1=1255^{2x+1} = 125.
- Solve e3x+2ex=0e^{3x} + 2e^{x} = 0.
- Solve 3x+1+3x=363^{x+1} + 3^x = 36.
Introduction to Change of Base
- Logarithms can be rewritten in terms of a different base to make calculations easier, especially when solving logarithmic equations or when using calculators that only support certain bases (e.g., base 10 or natural logarithms).
- The Change of Base Rule provides a formula to express logarithms with one base in terms of another.
Change of Base Rule
Definition:
For a,b,c>0a, b, c > 0 and b,c≠1b, c neq 1,
logab=logcblogcalog_a b = frac{log_c b}{log_c a}
Proof:
- Let x=logabx = log_a b. By definition, ax=ba^x = b.
- Take the logarithm (base cc) of both sides: logc(ax)=logcblog_c(a^x) = log_c b
- Apply the Power Rule of logarithms: x⋅logca=logcbx cdot log_c a = log_c b
- Solve for xx: x=logcblogcax = frac{log_c b}{log_c a}
This formula allows conversions between different logarithmic bases and is crucial when working with bases unsupported by calculators.
Special Cases
Base 10 (Common Logarithms):
When c=10c = 10,
logab=log10blog10alog_a b = frac{log_{10} b}{log_{10} a}
Natural Logarithms (Base ee):
When c=ec = e,
logab=lnblnalog_a b = frac{ln b}{ln a}
Applications of the Change of Base Rule
- Simplifying Logarithms:
- log37=log107log103log_3 7 = frac{log_{10} 7}{log_{10} 3} or ln7ln3frac{ln 7}{ln 3}.
- Evaluating Logarithms Without Direct Calculator Support:
- If a calculator only supports log10log_{10}, evaluate log28log_2 8 as: log28=log108log102=3log_2 8 = frac{log_{10} 8}{log_{10} 2} = 3
Worked Examples
Example 1: Evaluate log525log_5 25
- Apply the Change of Base Rule: log525=log1025log105log_5 25 = frac{log_{10} 25}{log_{10} 5}
- Simplify: log1025=2andlog105=1log_{10} 25 = 2 quad text{and} quad log_{10} 5 = 1
- Result: log525=21=2log_5 25 = frac{2}{1} = 2
Example 2: Solve log3(x+6)=log9xlog_3(x + 6) = log_9 x
- Change log9xlog_9 x to base 3:log9x=log3xlog39log_9 x = frac{log_3 x}{log_3 9}Simplify log39=2log_3 9 = 2:
log9x=log3x2log_9 x = frac{log_3 x}{2}
- Substitute back into the equation:log3(x+6)=log3x2log_3(x + 6) = frac{log_3 x}{2}
- Multiply through by 2:2log3(x+6)=log3x2log_3(x + 6) = log_3 x
- Rewrite using the Power Rule:log3(x+6)2=log3xlog_3(x + 6)^2 = log_3 x
- Apply the One-to-One Property:(x+6)2=x(x + 6)^2 = x
- Expand and solve:x2+12x+36=x⇒x2+11x+36=0x^2 + 12x + 36 = x quad Rightarrow quad x^2 + 11x + 36 = 0Factorize:
(x+9)(x+4)=0(x + 9)(x + 4) = 0Solutions: x=−9x = -9, x=−4x = -4.
- Check validity:
- x=−9x = -9 and x=−4x = -4 are invalid as logarithms require positive arguments.
- No solution.
Benefits of the Change of Base Rule
- Universal Applicability:
- Simplifies complex logarithmic calculations by converting to a manageable base.
- Enables use of calculators for non-standard bases.
- Flexibility in Problem-Solving:
- Combines with logarithmic properties like the Product, Quotient, and Power Rules.
Graphical Interpretation
- Changing the base of a logarithm transforms the graph but retains its overall shape.
- A smaller base compresses the graph horizontally, while a larger base stretches it.
Practice Problems
- Evaluate log749log_7 49 using base 10 and natural logarithms.
- Simplify log4(2x)log_4(2x) using the Change of Base Rule.
- Solve log5(x+1)=2log5x+1log_5(x + 1) = 2log_5 x + 1.
Introduction to Natural Logarithms
- A natural logarithm is a logarithm with base ee, where ee is an irrational number approximately equal to 2.718.
- The natural logarithm is denoted by lnxln x instead of logexlog_e x.
- For example: lnx=logexln x = log_e x.
- Natural logarithms are widely used in mathematical modeling, science, and engineering due to their natural occurrence in growth, decay, and other exponential relationships.
Key Properties of the Number ee
- ee is an irrational number that arises naturally in mathematics, particularly in continuous growth and decay.
- exe^x and lnxln x are inverse functions:
- If y=exy = e^x, then x=lnyx = ln y.
- ln(ex)=xln(e^x) = x and elnx=xe^{ln x} = x for x>0x > 0.
- The graph of y=lnxy = ln x is the reflection of y=exy = e^x about the line y=xy = x.
Rules of Natural Logarithms
All the rules of logarithms apply to natural logarithms:
- Product Rule:ln(xy)=lnx+lnyln(xy) = ln x + ln y
- Example:
ln(3 times 5) = ln 3 + ln 5
- Example:
- Quotient Rule:ln(xy)=lnx−lnylnleft(frac{x}{y}right) = ln x – ln y
- Example:
lnleft(frac{10}{2}right) = ln 10 - ln 2
- Example:
- Power Rule:ln(xa)=alnxln(x^a) = a ln x
- Example:
ln(2^3) = 3 ln 2
- Example:
- Logarithm of ee:lne=1ln e = 1
- Logarithm of 1:ln1=0ln 1 = 0
Solving Equations Involving ee and lnln
Example 1: Basic Equation
Solve ex=7e^x = 7.
- Step 1: Take the natural logarithm of both sides: ln(ex)=ln7ln(e^x) = ln 7
- Step 2: Simplify using ln(ex)=xln(e^x) = x: x=ln7x = ln 7
- Solution:
x = ln 7 approx 1.946
Example 2: Quadratic Form
Solve e2x−5ex+6=0e^{2x} – 5e^x + 6 = 0.
- Step 1: Substitute y=exy = e^x, so y2−5y+6=0y^2 – 5y + 6 = 0.
- Step 2: Factorize: (y−3)(y−2)=0(y – 3)(y – 2) = 0
- Step 3: Solve for yy: y=3ory=2y = 3 quad text{or} quad y = 2
- Step 4: Back-substitute y=exy = e^x: ex=3⇒x=ln3e^x = 3 quad Rightarrow quad x = ln 3 ex=2⇒x=ln2e^x = 2 quad Rightarrow quad x = ln 2
- Solution:
x = ln 3 approx 1.099 quad text{and} quad x = ln 2 approx 0.693
Example 3: Exponential Growth
Solve ex+2=20e^{x+2} = 20.
- Step 1: Isolate the exponential term: ex=20e2e^x = frac{20}{e^2}
- Step 2: Take the natural logarithm: x=ln(20e2)x = lnleft(frac{20}{e^2}right)
- Solution:
x = ln(20) - 2
Applications of Natural Logarithms
- Continuous Growth and Decay:
- N=N0ektN = N_0 e^{kt}:
- NN: final quantity
- N0N_0: initial quantity
- kk: growth/decay rate
- tt: time
- N=N0ektN = N_0 e^{kt}:
- Half-Life:
- For radioactive decay, the half-life TT can be calculated as: T=ln2kT = frac{ln 2}{k}
- Finance:
- Compound interest with continuous compounding: A=PertA = Pe^{rt}
- AA: total amount
- PP: principal
- rr: interest rate
- tt: time
- Compound interest with continuous compounding: A=PertA = Pe^{rt}
Graphical Representation
- Graph of y=exy = e^x:
- Passes through (0,1)(0, 1) since e0=1e^0 = 1.
- Increases rapidly for x>0x > 0.
- Approaches 0 as x→−∞x to -infty.
- Graph of y=lnxy = ln x:
- Passes through (1,0)(1, 0) since ln1=0ln 1 = 0.
- Undefined for x≤0x leq 0.
- Approaches −∞-infty as x→0+x to 0^+.
Practice Problems
- Solve ln(x+1)=3ln(x+1) = 3.
- Solve e2x=16e^{2x} = 16.
- If A=100e0.05tA = 100e^{0.05t}, find tt when A=200A = 200.
- Evaluate ln0.5ln 0.5 using a calculator.
Summary
- Natural logarithms provide a fundamental tool in mathematical analysis, particularly for equations involving the constant ee.
- They simplify exponential equations and model natural phenomena such as population growth, radioactive decay, and financial calculations.
Introduction to Practical Applications
- Exponential equations frequently model real-world phenomena, including:
- Temperature changes.
- Population growth or decay.
- Radioactive decay.
- Compound interest and value depreciation.
- These equations provide a mathematical framework for solving problems where growth or decay occurs at a constant proportional rate.
Exponential Models
- General Form:N=N0ektN = N_0 e^{kt}
- N0N_0: Initial quantity.
- kk: Growth (k>0k > 0) or decay (k<0k < 0) rate.
- tt: Time.
- Key Characteristics:
- Growth leads to increasing values over time.
- Decay results in diminishing values.
Applications in Real Life
1. Temperature Change: Newton’s Law of Cooling
- The temperature T(t)T(t) of an object changes exponentially over time: T=T0e−kt+TenvT = T_0 e^{-kt} + T_{text{env}}
- T0T_0: Initial temperature difference between the object and its environment.
- TenvT_{text{env}}: Ambient temperature.
- kk: Cooling rate constant.
Example: The temperature of a hot drink T(t)T(t) is given by:
T=75e−0.02t+20T = 75e^{-0.02t} + 20
Questions:
- Find the temperature at t=0t = 0:
T = 75e^0 + 20 = 75(1) + 20 = 95^circ text{C}. - Find the temperature at t=6t = 6:
T = 75e^{-0.02(6)} + 20 T approx 75(0.885) + 20 = 86.5^circ text{C}. - Determine tt when T=65∘CT = 65^circ text{C}:
65 = 75e^{-0.02t} + 20 45 = 75e^{-0.02t} e^{-0.02t} = 0.6 ln(0.6) = -0.02t t = frac{ln(0.6)}{-0.02} approx 25.5 , text{minutes}.
2. Population Growth and Decay
- Exponential equations model population dynamics: P=P0ektP = P_0 e^{kt}
Example: A species of fish in a lake has a population:
N=500e−0.1tN = 500e^{-0.1t}
Questions:
- Initial population:
N(0) = 500e^0 = 500. - Population after 6 weeks:
N(6) = 500e^{-0.1(6)} = 500e^{-0.6} approx 275. - Time for population to halve:
250 = 500e^{-0.1t} 0.5 = e^{-0.1t} ln(0.5) = -0.1t t = frac{ln(0.5)}{-0.1} approx 6.93 , text{weeks}.
3. Radioactive Decay
- The remaining mass MM of a radioactive substance is given by: M=M0e−ktM = M_0 e^{-kt}
- Half-life (TT) is calculated as: T=ln2kT = frac{ln 2}{k}
Example: If k=0.02 per yeark = 0.02 , text{per year}, the half-life is:
T = frac{ln 2}{0.02} approx 34.66 , text{years}.
4. Value Depreciation
- The value VV of an asset depreciates over time: V=V0e−ktV = V_0 e^{-kt}
Example: The value of a house VV is modeled as:
V=250,000e0.05tV = 250,000e^{0.05t}
Questions:
- Find V0V_0 if V=350,000V = 350,000 when t=3t = 3:
350,000 = 250,000e^{0.05(3)} e^{0.15} approx 1.1618 250,000(1.1618) approx 350,000. - Determine when the value doubles:
500,000 = 250,000e^{0.05t} 2 = e^{0.05t} ln(2) = 0.05t t = frac{ln(2)}{0.05} approx 13.86 , text{years}.
5. Bacterial Growth
- The number of bacteria NN at time tt is given by: N=N0ektN = N_0 e^{kt}
Example: If N=100N = 100 initially, and bacteria double every minute (k=ln(2)k = ln(2)):
- After 12 minutes:
N = 100e^{12ln(2)} = 100(2^{12}) = 409,600. - Time for N>10,000,000N > 10,000,000:
10,000,000 = 100e^{tln(2)} 100,000 = 2^t t log_{10}(2) = log_{10}(100,000) t approx 16.6 , text{minutes}.
Graphical Representation
- Growth:
- Exponential growth curves rise rapidly as t→∞t to infty.
- Decay:
- Exponential decay curves approach zero as t→∞t to infty.
Practice Problems
- A city’s population follows P=1,000,000e0.02tP = 1,000,000e^{0.02t}. Find tt when P=1,200,000P = 1,200,000.
- A radioactive isotope decays with k=0.05k = 0.05. Calculate the half-life.
- The temperature of an object is T=30e−0.03t+20T = 30e^{-0.03t} + 20. Determine tt when T=25T = 25.
Introduction to Graphs of Exponential and Logarithmic Functions
- Exponential and logarithmic functions are foundational in mathematics, and their graphs exhibit distinct properties and behaviors.
- These functions are inversely related:
- y=exy = e^x is the exponential function.
- y=lnxy = ln x is the natural logarithmic function.
Graph of y=exy = e^x
- Key Properties:
- y=exy = e^x intercepts the y-axis at (0,1)(0, 1).
- For all xx, ex>0e^x > 0, ensuring y>0y > 0.
- As x→−∞x to -infty, y→0+y to 0^+ (asymptotic to the negative x-axis).
- As x→+∞x to +infty, y→+∞y to +infty.
- Shape and Asymptotes:
- The graph is increasing and smooth.
- The curve approaches the x-axis as xx decreases but never touches it.
- Examples:
- At x=1x = 1, y=e1=2.718y = e^1 = 2.718.
- At x=−1x = -1, y=e−1≈0.367y = e^{-1} approx 0.367.
Graph of y=lnxy = ln x
- Key Properties:
- y=lnxy = ln x intercepts the x-axis at (1,0)(1, 0).
- The logarithmic function only exists for x>0x > 0 (undefined for x≤0x leq 0).
- As x→0+x to 0^+, y→−∞y to -infty (asymptotic to the y-axis).
- As x→+∞x to +infty, y→+∞y to +infty.
- Shape and Asymptotes:
- The graph is smooth and increasing but slows its growth as xx increases.
- The curve approaches the y-axis as x→0x to 0, but it never touches or crosses it.
- Examples:
- At x=2x = 2, y=ln2≈0.693y = ln 2 approx 0.693.
- At x=0.5x = 0.5, y=ln0.5≈−0.693y = ln 0.5 approx -0.693.
Relationship Between y=exy = e^x and y=lnxy = ln x
- Inverse Nature:
- y=exy = e^x and y=lnxy = ln x are inverse functions.
- Their graphs are symmetric about the line y=xy = x.
- Functional Property:
- ln(ex)=xln(e^x) = x for all xx.
- elnx=xe^{ln x} = x for x>0x > 0.
Transformations of Graphs
- Exponential Functions:
- y=kenx+ay = ke^{nx} + a:
- kk: Stretches or compresses the graph vertically.
- nn: Adjusts the rate of growth or decay.
- aa: Shifts the graph vertically.
Example:
- y=2ex−3y = 2e^{x} – 3:
- Intercepts the y-axis at (0,−1)(0, -1).
- Horizontal asymptote: y=−3y = -3.
- y=kenx+ay = ke^{nx} + a:
- Logarithmic Functions:
- y=kln(ax+b)y = kln(ax + b):
- kk: Scales the graph vertically.
- aa, bb: Shift or compress the graph horizontally.
Example:
- y=4ln(2x+5)y = 4ln(2x + 5):
- Intercepts at (0,4ln5)(0, 4ln 5).
- Asymptote: x=−52x = -frac{5}{2}.
- y=kln(ax+b)y = kln(ax + b):
Worked Examples
Example 1: Sketch y=3ex−5y = 3e^{x} – 5
- Intercepts:
- At x=0x = 0: y=3e0−5=−2y = 3e^0 – 5 = -2.
- As y=0y = 0: Solve 3ex−5=03e^x – 5 = 0:
e^x = frac{5}{3}, , x = lnleft(frac{5}{3}right) approx 0.511.
- Asymptotes:
- Horizontal asymptote: y=−5y = -5.
- Behavior:
- As x→−∞x to -infty: y→−5y to -5.
- As x→+∞x to +infty: y→+∞y to +infty.
Example 2: Sketch y=4ln(2x+5)y = 4ln(2x + 5)
- Intercepts:
- At x=0x = 0: y=4ln5≈6.44y = 4ln 5 approx 6.44.
- As y=0y = 0: Solve ln(2x+5)=0ln(2x + 5) = 0:
2x + 5 = 1, , x = -2.
- Asymptotes:
- Vertical asymptote: x=−52x = -frac{5}{2}.
- Behavior:
- As x→−52+x to -frac{5}{2}^{+}: y→−∞y to -infty.
- As x→+∞x to +infty: y→+∞y to +infty.
Graphical Transformations of Families
Exponential Function Families
- y=kenx+ay = ke^{nx} + a:
- Positive kk: Growth.
- Negative kk: Decay.
- Examples:
For k = 1, 2, 3: Steeper growth. For k = -1, -2, -3: Steeper decay.
Logarithmic Function Families
- y=kln(ax+b)y = kln(ax + b):
- Changes in k,a,bk, a, b stretch, shift, or compress the graph.
- Examples:
For k = 1, 2, 3: Increased vertical stretch. For k = -1, -2, -3: Reflection and stretch.
Practice Problems
- Sketch y=2e−x+3y = 2e^{-x} + 3. Identify intercepts and asymptotes.
- For y=ln(x+4)−2y = ln(x + 4) – 2:
- Find the domain.
- Determine the x- and y-intercepts.
- Compare the graphs of y=exy = e^x and y=lnxy = ln x. Highlight symmetry.
Introduction
- Inverse Functions:
- The inverse of a function f(x)f(x) is a function g(x)g(x) such that f(g(x))=xf(g(x)) = x and g(f(x))=xg(f(x)) = x.
- For a function to have an inverse, it must be one-to-one.
- Logarithmic and exponential functions are inverses of each other:
- y=exy = e^x and y=lnxy = ln x are inverse functions.
- Similarly, y=axy = a^x and y=logaxy = log_a x are inverses.
Finding the Inverse
General Steps:
- Write the Function as y=f(x)y = f(x):
- Example: y=2ex+3y = 2e^x + 3.
- Interchange xx and yy:
- Example: x=2ey+3x = 2e^y + 3.
- Solve for yy:
- Isolate yy to find the inverse.
- Express yy as f−1(x)f^{-1}(x):
- Final result represents the inverse function.
Worked Examples
Example 1: Inverse of an Exponential Function
Find the inverse of f(x)=2ex+3f(x) = 2e^x + 3 for x∈Rx in mathbb{R}.
- Step 1: Write the function as yy:y=2ex+3y = 2e^x + 3
- Step 2: Interchange xx and yy:x=2ey+3x = 2e^y + 3
- Step 3: Solve for yy:x−3=2eyx – 3 = 2e^y x−32=eyfrac{x – 3}{2} = e^y y=ln(x−32)y = lnleft(frac{x – 3}{2}right)
- Step 4: Write the inverse:f−1(x)=ln(x−32)f^{-1}(x) = lnleft(frac{x – 3}{2}right)
Example 2: Inverse of a Logarithmic Function
Find the inverse of f(x)=3ln(2x−4)f(x) = 3ln(2x – 4), for x>2x > 2.
- Step 1: Write the function as yy:y=3ln(2x−4)y = 3ln(2x – 4)
- Step 2: Interchange xx and yy:x=3ln(2y−4)x = 3ln(2y – 4)
- Step 3: Solve for yy:x3=ln(2y−4)frac{x}{3} = ln(2y – 4) ex3=2y−4e^{frac{x}{3}} = 2y – 4 2y=ex3+42y = e^{frac{x}{3}} + 4 y=ex3+42y = frac{e^{frac{x}{3}} + 4}{2}
- Step 4: Write the inverse:f−1(x)=ex3+42f^{-1}(x) = frac{e^{frac{x}{3}} + 4}{2}
Properties of Inverse Functions
- Symmetry:
- The graph of f(x)f(x) and its inverse f−1(x)f^{-1}(x) are symmetric about the line y=xy = x.
- Domain and Range:
- The domain of f(x)f(x) becomes the range of f−1(x)f^{-1}(x), and vice versa.
- Exponential-Logarithmic Pair:
- For f(x)=exf(x) = e^x, f−1(x)=lnxf^{-1}(x) = ln x.
- For f(x)=axf(x) = a^x, f−1(x)=logaxf^{-1}(x) = log_a x.
Applications
- Exponential Growth and Decay:
- Inverse functions help solve for time (tt) in models like N=N0ektN = N_0 e^{kt}.
- Example:
If N = 500e^{0.02t}, solve for t when N = 1000:t=ln(2)0.02=34.66 years.‘‘‘t = frac{ln(2)}{0.02} = 34.66 , text{years.} “`
- Logarithmic Scales:
- Inverse functions are used to interpret logarithmic scales, such as pH (−log[H+]-log[H^+]) or decibels (10log(I/I0)10log(I/I_0)).
- Finance:
- Exponential and logarithmic inverses solve for time or interest rates in compound interest: A=Pert ⟹ t=ln(A/P)r.A = P e^{rt} quad implies quad t = frac{ln(A/P)}{r}.
Graphical Representations
- Exponential Function y=exy = e^x:
- Passes through (0,1)(0, 1).
- Rapidly increases for x>0x > 0 and asymptotically approaches y=0y = 0 for x<0x < 0.
- Logarithmic Function y=lnxy = ln x:
- Passes through (1,0)(1, 0).
- Defined for x>0x > 0, with y→−∞y to -infty as x→0+x to 0^+.
- Symmetry:
- Both graphs are reflections of each other across y=xy = x.
Practice Problems
- Find the inverse of f(x)=5e2x+4f(x) = 5e^{2x} + 4.
- Determine the domain and range of f−1(x)f^{-1}(x) for f(x)=2ln(x−1)+3f(x) = 2ln(x – 1) + 3.
- Sketch y=exy = e^x and y=lnxy = ln x, showing their symmetry about y=xy = x.
