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Encyclopedia > Linear function

A linear function is a mathematical function term of the form:

f(x) = m x + c

where c is a constant.


This function can also be written

y = m x + c

and plotted on an x,y graph. It forms a straight line, as the name implies.


m is often called the slope or gradient; c the y-intercept, which gives the point of intersection between the graph of the function and the y-axis.


Examples:

  • f(x)= 2x + 1

(here m=2, c=1)

  • f(x) = x

(m=1, c=0)

  • f(x)= 9 x - 2
  • f(x)= -3 x + 4

On a line graph, changing m makes the line steeper or shallower, and changing c moves the line up or down.


As mentioned, the line crosses the y-axis at the co-ordinate (0,c). It crosses the x-axis at (-c / m) (solving for 0 = m x + c we get x = -c / m).


  Results from FactBites:
 
Linear function Summary (1110 words)
The theory is called linear regression and allows the statistician to determine the slope and the y-intercept of the so-called "line of best fit." It also provides for the calculation of a number called the "correlation coefficient" that tells how close this best fit line actually comes to "capturing" the trend of the data.
For instance, to approximate the value of a non-linear function at a given point on its curve, one can use the linear function which is tangent to the curve at a nearby known point.
Linear functions always have as domain the set of all real numbers and a range of all real numbers.
Linear programming - Wikipedia, the free encyclopedia (1319 words)
In mathematics, linear programming (LP) problems are optimization problems in which the objective function and the constraints are all linear.
Geometrically, the linear constraints define a convex polyhedron, which is called the feasible region.
In contrast to linear programming, which can be solved efficiently in the worst case, integer programming problems are in the worst case undecidable, and in many practical situations (those with bounded variables) NP-hard.
  More results at FactBites »


 

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