Modeling With Linear Equations

[Linear Functions] Learn & Model With Examples

Modeling With Linear Equations

By  Arlie Kohler

Can the complexities of the real world be distilled into the elegance of a mathematical equation? The answer, in many cases, is a resounding yes, particularly when we turn to the power of linear functions. These seemingly simple tools unlock the ability to model and understand a vast array of phenomena, from population growth to the cost of a rental truck.

At the heart of this exploration lies the understanding that we can represent relationships between variables using equations. Consider the fundamental principle: when solving a system of linear equations, we are essentially searching for the precise points where multiple lines intersect. This concept unveils three possible types of solutions, offering a comprehensive view of how linear equations can interact.

The journey begins with the ability to write and interpret linear equations. We'll delve into how points, slopes, and graphs converge to paint a complete picture. Then, we'll extend our reach to real-world scenarios, learning how to find the linear function that models a town's population as a function of the years since the model began. The objective is to also define a realistic domain and range for the function, ensuring our model mirrors reality.

While multiple forms of expressing the equation of a line exist, the slope-intercept form, y = mx + b, reigns supreme in its popularity. In this form, 'y' signifies the output, while 'x' represents the input, guiding us through the cause-and-effect relationships modeled by linear functions. Furthermore, we will explore examples of linear function models, identifying the steps needed to model and solve intricate problems.

When tackling scenarios with linear functions, and solving problems involving quantities that maintain a constant rate of change, we follow the same problem-solving strategies we would use for any type of function. Whether it's constructing and utilizing linear functions or figuring out the cost of renting a truck, the fundamentals remain constant.

Let's turn our focus to a few specific examples. The cost of renting a truck might be $20 a day, plus 50 cents per mile. Our task would be to write a linear function that represents the total cost, 'c,' in dollars, as a function of the miles driven, represented by 'x.' This also involves finding the total cost if you drive a specific number of miles, say, 160.

Now, consider the population of Denmark. In 1950, it was 4.3 million, with a gradual increase observed each year. With this knowledge, we can use the given data to understand the growth in the population.

Aspect Details
Concept Linear Functions
Core Idea Using linear equations to model and predict real-world phenomena.
Key Tools Points, slopes, graphs, the slope-intercept form (y = mx + b).
Applications Population growth, cost modeling (truck rental), and many more.
Technique Building linear models from verbal descriptions; using scatter plots; using a calculator to find the line of best fit.
Challenges Distinguishing between linear and nonlinear relations; making predictions based on the linear model.
Related Concepts Systems of equations, constant rate of change.
Relevance Essential for understanding and quantifying relationships in various fields, from business to science.

Consider the scenario with Jamal choosing between two moving companies. There is also an equation to determine which linear equation represents the data in the accompanying table. Each day Toni records the height of a plant for her science lab, and her data are shown in the table. This question also checks your reading comprehension of the material in section 1.1, linear functions and models, of business calculus with excel.

Based on the reading, one can select all the correct statements, keeping in mind that there may be more than one answer. The statements may appear in what seems to be a random order.

Our learning targets focus on writing the equations of linear functions and determining a line of best fit. To address these and related questions, we create a model using a linear function. These models prove extremely useful in analyzing relationships and generating predictions based on those relationships. Furthermore, we'll dive into examples of linear function models, focusing on identifying the steps involved in modeling and solving problems.

Let's consider Emily, a college student planning to spend a summer in Seattle. She has saved $3,500 for her trip and estimates spending $400 each week on expenses such as rent, food, and activities. Here too, we are identifying steps to model and solve problems.

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One of the core goals is to identify the steps in modeling linear functions and solving problems. This includes building linear models based on descriptions, drawing and interpreting scatter plots, finding the line of best fit using a calculator, distinguishing between linear and nonlinear relations, and utilizing a linear model to make predictions. We'll also look at how linear functions are modeled using the same approaches used in linear equations.

Any one of the four views of a function may describe the mathematical relationship between the variables. A company purchases a copier for $12,000, and we need to write a linear function to express this situation.

In these scenarios, students learn to model with linear equations by working with word problems. When renting a car from agency A, the base fee is $32 with an additional $0.11 per mile. To address these types of questions, we create a model using a linear function, recognizing its value in analyzing and predicting.

Consider the task of finding the linear function that models a town's population as a function of time. We'll also find a reasonable domain and range for this function. The goal is to strictly show the development of the model, limiting the equations to linear, quadratic, and exponential forms.

For example, Sofia starts a company with fixed overhead costs, including office rent, of $1,250 per month. A linear function, 'f,' is any function of the form y = f(x) = mx + b, where m and b are constants.

Considering Example 2 of linear functions, we determine which functions are linear. In this case, 5y 2x = 10 is a linear function. The slope in this example is m = -0.5. The importance of interpreting the parameters in a linear or exponential function relative to the context is also highlighted. Exponential functions are limited to those with domains in the integers and are of the form f(x) = a(b)x where a>0 and b>0 (b1).

With these tools and examples, we are equipped to approach modeling problems, construct linear functions, and interpret the world through the lens of linear relationships.

Modeling With Linear Equations
Modeling With Linear Equations

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Modeling Linear Functions Practice Problems
Modeling Linear Functions Practice Problems

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Modeling With Linear Functions Examples at Lonny Harmon blog
Modeling With Linear Functions Examples at Lonny Harmon blog

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