Function vs mapping vs transformation

In summary: I suppose in summary, there is some overlap in the usage of the terms "function", "mapping", and "transformation", and while they have similar meanings, they may be used in different contexts and situations. The expression y=y(x) may be confusing, but it is simply a way of assigning the value of y to be y(x). The terms "mapping" and "transformation" may be preferred in certain areas of mathematics, such as linear algebra.
  • #1
uiulic
99
0
During learning linear algebra, I have met at least three items (kind of action in my own word): function, mapping and transformation. What are the relation and difference among them?

e.g. Given y=f(x), we can say f map x to y, f transform x to y and the function of x is y.

In saying the function of x is y, we sometimes also say y is a function of x. And in this case, we can also write y=y(x). In y=y(x), the second y is actually the action of the function. I get a little confused by the expression y=y(x). But there seems no confusion when using "mapping" instead of function. Is this why you choose " mapping" etc in learning further mathematics...?


Thanks
 
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  • #2
There is no difference - some just tend to be used in different situations. One would never say a 'linear function' but would use linear map and linear transformation interchangably.

As for y=y(x), you should not think of that as an equation, but as an assignment (we are saying y is y(x)).
 
  • #3
matt grime said:
There is no difference - some just tend to be used in different situations. One would never say a 'linear function' but would use linear map and linear transformation interchangably.

As for y=y(x), you should not think of that as an equation, but as an assignment (we are saying y is y(x)).

Thanks for the clarification. But "linear function" is the word I often meet, even in Shilov's book (Linear algebra,Dover 1977).
 

Related to Function vs mapping vs transformation

What is the difference between a function, mapping, and transformation?

A function is a mathematical concept that describes a relationship between two sets, where each element in the first set (the domain) is associated with exactly one element in the second set (the range). A mapping is a visual representation of a function, typically using arrows to show how elements in the domain are connected to elements in the range. A transformation is a type of function that takes an input and produces an output that is related to the input in a specific way, such as rotation or translation.

How do you determine if something is a function, mapping, or transformation?

A function can be determined by checking if each input in the domain has a unique output in the range. A mapping can be visually represented as a graph or diagram, with arrows connecting inputs to outputs. A transformation can be identified by looking at the specific rules or methods used to manipulate the input to produce the output.

Can a mapping or transformation also be considered a function?

Yes, a mapping or transformation can also be considered a function as they both describe a relationship between two sets. However, not all functions can be represented as a mapping or transformation.

What is the purpose of distinguishing between a function, mapping, and transformation?

Distinguishing between these concepts can help us better understand and analyze mathematical relationships. Functions, mappings, and transformations each have their own unique properties and characteristics that can be useful in solving problems or creating models.

Can a function, mapping, or transformation have more than one input?

A function can only have one input for each output, while a mapping and transformation can have multiple inputs for each output. This is because a function must have a unique output for each input, but a mapping and transformation can have multiple arrows or rules connecting the input to the output.

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