Math Models

learning_notes

Last updated: 8/16/2025

Math Models (Modeling but without Integrating Essential Skills) questions test your ability to:

  • Translate situations into mathematical language (equations, graphs, tables)
  • Build models (functions, expressions) from patterns or scenarios
  • Interpret parts of models meaningfully (like the slope in a linear model) These are often abstract or semi-contextual problems, not full-on real-world scenarios.

Creating and Using Equations to Model Relationships

Key Concepts

  • Representing relationships with equations or functions
  • Choosing the correct equation to fit a pattern or table
  • Understanding how different function types behave (linear, quadratic, exponential)

Skills Tested

  • Recognizing structure in equations
  • Matching equations to described behaviors
  • Constructing a function from values or a rule

Example Question

Which of the following functions best models a constant rate of increase? A. f(x) = x^2 + 3 B. f(x) = 2^x C. Answer: f(x) = 3x + 1 (Linear growth = constant rate)

Interpreting Parts of Mathematical Models

Key Concepts

  • Understanding the meaning of coefficients, variables, and constants in context
  • Interpreting slope, intercepts, and rates of change

Skills Tested

  • Identifying what each part of a function represents
  • Explaining real-world significance (e.g., “The 0.5 represents the cost per item”)
  • Analyzing units and what they imply

Example Question

In the equation C = 25x + 100, where C is total cost and x is the number of items, what does 100 represent? A. The cost per item B. Answer: The fixed initial cost (100 is the constant term: a starting value)

Matching Graphs to Equations

Key Concepts

  • Identifying key features of functions: intercepts, asymptotes, shape
  • Linear vs. exponential vs. quadratic curves
  • Graph transformations: shifts, stretches, reflections

Skills Tested

  • Selecting the correct graph for a given equation (or vice versa)
  • Understanding how equations change graph shape
  • Recognizing key points like vertex, slope, asymptote

Example Question

Which of the following graphs represents the function y = -x^2 + 4? A. Opens upward with vertex at (0, 4) B. Answer: Opens downward with vertex at (0, 4) (Negative leading coefficient = downward parabola)

Using Functions or Expressions to Represent Quantities

Key Concepts

  • Writing an expression or equation to model a defined relationship
  • Using variables to define unknowns
  • Writing equations from sequences or descriptions

Skills Tested

  • Constructing expressions from verbal or visual patterns
  • Working with function rules or generating equations from a table

Example Question

A sequence begins 3, 7, 11, 15... Which function models the nth term? A. f(n) = 4n + 3 B. Answer: f(n) = 4n - 1 (Common difference is 4 → arithmetic sequence with first term 3)

Comparing and Choosing Appropriate Models

Key Concepts

  • Understanding when to use linear vs. quadratic vs. exponential models
  • Judging which model best fits a table or graph of data
  • Using growth behavior (constant change vs. percentage change) as clues

Skills Tested

  • Interpreting trends in data
  • Selecting the appropriate model form (e.g., exponential for rapid growth)
  • Matching model structure to scenario

Example Question

A population doubles every year. Which model best represents the population P after t years? A. P = 2t B. Answer: P = P_0 \cdot 2^t (Exponential growth: doubling = base 2 exponent)

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