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Linear function (calculus)

Linear function (calculus) is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Linear function (calculus) rather than just read about it. In short: In calculus and related areas of mathematics, a linear function from the real numbers to the real numbers is a function whose graph (in Cartesian coordinates) is a non-vertical line in the plane. The characteristic property of linear functions is that when the input variable is changed, the change in the output is proportional to the change in the input.

Linear function (calculus) — main illustration
Linear function (calculus) — illustration

Key takeaways

  • Linear function (calculus) belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Linear function (calculus) to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Linear function (calculus) from memory before moving on to harder problems.

Reference excerpt

In calculus and related areas of mathematics, a linear function from the real numbers to the real numbers is a function whose graph (in Cartesian coordinates) is a non-vertical line in the plane. The characteristic property of linear functions is that when the input variable is changed, the change in the output is proportional to the change in the input. Linear functions are related to linear equations.

Properties A linear function is a polynomial function in which the variable x has degree at most one (a linear polynomial):

f ( x ) = a x + b {\displaystyle f(x)=ax+b} . Such a function is called linear because its graph, the set of all points ( x , f ( x ) ) {\displaystyle (x,f(x))} in the Cartesian plane, is a line. The coefficient a is called the slope of the function and of the line (see below). If the slope is a = 0 {\displaystyle a=0} , this is a constant function f ( x ) = b {\displaystyle f(x)=b} defining a horizontal line, which some authors exclude from the class of linear functions. With this definition, the degree of a linear polynomial would be exactly one, and its graph would be a line that is neither vertical nor horizontal. However, in this article, a ≠ 0 {\displaystyle a\neq 0} is not required, so constant functions will be considered linear. If b = 0 {\displaystyle b=0} then the linear function is said to be homogeneous. Such function defines a line that passes through the origin of the coordinate system, that is, the point ( x , y ) = ( 0 , 0 ) {\displaystyle (x,y)=(0,0)} . In advanced mathematics texts, the term linear function often denotes specifically homogeneous linear functions, while the term affine function is used for the general case, which includes b ≠ 0 {\displaystyle b\neq 0} . The natural domain of a linear function f ( x ) {\displaystyle f(x)} , the set of allowed input values for x, is the entire set of real numbers, x ∈ R . {\displaystyle x\in \mathbb {R} .} One can also consider such functions with x in an arbitrary field, taking the coefficients a, b in that field. The graph y = f ( x ) = a x + b {\displaystyle y=f(x)=ax+b} is a non-vertical line having exactly one intersection with the y-axis, its y-intercept point ( x , y ) = ( 0 , b ) . {\displaystyle (x,y)=(0,b).} The y-intercept value y = f ( 0 ) = b {\displaystyle y=f(0)=b} is also called the initial value of f ( x ) . {\displaystyle f(x).} If a ≠ 0 , {\displaystyle a\neq 0,} the graph is a non-horizontal line having exactly one intersection with the x-axis, the x-intercept point ( x , y ) = ( − b a , 0 ) . {\displaystyle (x,y)=(-{\tfrac {b}{a}},0).} The x-intercept value x = − b a , {\displaystyle x=-{\tfrac {b}{a}},} the solution of the equation f ( x ) = 0 , {\displaystyle f(x)=0,} is also called the root or zero of f ( x ) . {\displaystyle f(x).}

Slope

… excerpt ends here. Continue reading the full article.

Illustrations

Linear function (calculus): Graph of the linear function: 
  
    
      
        y
        (
        x
        )
        =
        −
        x
        +
        2
      
    
    {\displaystyle y(x)=-x+2}
Graph of the linear function: y ( x ) = − x + 2 {\displaystyle y(x)=-x+2}
Linear function (calculus): The slope of a line is the ratio 
  
    
      
        
          
            
              
                Δ
                y
              
              
                Δ
                x
              
            
          
        
      
    
    {\displaystyle {\tfrac {\Delta y}{\Delta x}}}
  
 between a change in x, denoted 
  
    
      
        Δ
        x
      
    
    {\displaystyle \Delta x}
  
, and the corresponding change in y, denoted 
  
    
      
        Δ
        y
      
    
    {\displaystyle \Delta y}
The slope of a line is the ratio Δ y Δ x {\displaystyle {\tfrac {\Delta y}{\Delta x}}} between a change in x, denoted Δ x {\displaystyle \Delta x} , and the corresponding change in y, denoted Δ y {\displaystyle \Delta y}
Linear function (calculus) illustration
Linear function (calculus): Archimedean spiral defined by the polar equation r = .mw-parser-output .frac{white-space:nowrap}.mw-parser-output .frac .num,.mw-parser-output .frac .den{font-size:80%;line-height:0;vertical-align:super}.mw-parser-output .frac .den{vertical-align:sub}.mw-parser-output .sr-only{border:0;clip:rect(0,0,0,0);clip-path:polygon(0px 0px,0px 0px,0px 0px);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px}1⁄2θ + 2
Archimedean spiral defined by the polar equation r = .mw-parser-output .frac{white-space:nowrap}.mw-parser-output .frac .num,.mw-parser-output .frac .den{font-size:80%;line-height:0;vertical-align:super}.mw-parser-output .frac .den{vertical-align:sub}.mw-parser-output .sr-only{border:0;clip:rect(0,0,0,0);clip-path:polygon(0px 0px,0px 0px,0px 0px);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px}1⁄2θ + 2

Worked examples

Example 1 — a first encounter with Linear function (calculus)

Start with the simplest possible case. Write down what Linear function (calculus) claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Linear function (calculus) before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Linear function (calculus) ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Linear function (calculus)

In research
Linear function (calculus) appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Linear function (calculus) in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Linear function (calculus) is common in secondary-school and first-year university syllabi. It links to neighbouring topics Calculus, Polynomial functions, so understanding it makes those chapters shorter.
In everyday life
Look for Linear function (calculus) outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Linear function (calculus) in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Linear function (calculus) means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Linear function (calculus) out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Linear function (calculus) in simple terms?

In calculus and related areas of mathematics, a linear function from the real numbers to the real numbers is a function whose graph (in Cartesian coordinates) is a non-vertical line in the plane. The characteristic property of linear functions is that when the input variable is changed, the change…

Why does Linear function (calculus) matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Linear function (calculus)?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Linear function (calculus).

Tags

  • Calculus
  • Polynomial functions

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