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Types of Mathematical Models

Instructor: Laura Pennington

Laura has taught collegiate mathematics and holds a master's degree in pure mathematics.

Mathematical models can be used to represent just about everything in the real world. This lesson will explain what mathematical models are, in addition to describing and providing examples of the various types of models.

Mathematical Models

Suppose you are building a rectangular sandbox for your neighbor's toddler to play in, and you have two options available based on the building materials you have. The sandbox can have a length of 8 feet and a width of 5 feet, or a length of 7 feet and a width of 6 feet, and you want the sandbox to have as large an area as possible. In other words, you want to determine which dimensions will result in the larger area of a rectangle. Thankfully, in mathematics, we have a formula for the area (A) of a rectangle based on its length (l) and width (w).

  • A = l × w

Awesome! We can use this formula to figure out which dimensions will make a bigger sandbox!


mathmod1


We can calculate the two areas by plugging in our lengths and widths for each choice:

  • A1 = 8 × 5 = 40 square feet
  • A2 = 7 × 6 = 42 square feet

We see that a length of 7 feet and a width of 6 feet will result in the larger area of 42 square feet. Problem solved!

Here's something neat! The formula we used to solve this area problem is an example of a mathematical model. A mathematical model is a tool we can use to replicate real-world situations and solve problems or analyze behavior and predict future behavior in real world scenarios.

Types of Mathematical Models

Equations

The mathematical model we just used was in the form of a formula, or equation. Equations are the most common type of mathematical model.

Here's another example of an equation as a mathematical model. Suppose that a store is having a closeout sale where everything in the store is 15% off. That is, if an item is x dollars, then the discount is 15% of x, or 0.15x. The sale price can be found by subtracting the discount (0.15x) from the original price (x), giving the following equation that models the sale price of any item in the store with the original price x:

  • S = x - 0.15x

We can also combine like terms and write this equation as:

  • S = 0.85x

Both of these equations are mathematical models, because they represent a real-world scenario by using a formula to find the sale price of anything in the store. For instance, if something is originally $5, then the sale price can be found using our model by plugging in x = 5:

  • S = 0.85(5) = 4.25

We see that the sale price is $4.25.

Graphs

Another type of mathematical model is a graph. As we just said, most mathematical models are expressed in the form of an equation. Equations can be graphed, so it makes sense that another type of mathematical model would be a graph. For example, we could illustrate the sale prices of store items on a graph, where the y-axis is the sale price, and the x-axis is the original price of an item.


A graph is another type of mathematical model.
typmod5


We can determine the sale price of an item by locating its original price along the x-axis and then finding the corresponding y-value, or sale price, on the graph. As shown on the graph, if an item has an original sale price of $5, then the corresponding sale price is $4.25, which is what we expected based on our findings from the equation. A graph is another tool, or mathematical model, that we can use to understand real-world scenarios.

Other Types of Models

Though equations and graphs are the most common types of mathematical models, there are other types that fall into this category. Some of these include pie charts, tables, line graphs, chemical formulas, or diagrams.

Chemical Formulas

A chemical formula is an expression that specifies the types and numbers of atoms present in a molecule. It can take on the following form:

  • (Atom abbreviation)N, where N is the number of the atoms in the molecule.

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