Multivariable Functions and Optimization

Study sheet excerpt

Course Outline

  1. Functions of Two Variables
  2. Domains of Multivariable Functions
  3. Limits and Continuity
  4. Partial Derivatives and Differentials
  5. Second Partial Derivatives
  6. Homogeneous Functions
  7. Euler Theorem and Production
  8. Jacobian Matrix
  9. Unconstrained Extrema
  10. Equality-Constrained Optimization

1. Functions of Two Variables

Key Concepts & Definitions

  • Function of Two Variables : assigns a unique real number f(x,y) to each ordered pair (x,y) in its domain D

Essential Points

  • An n-tuple (x₁,x₂,…,xₙ) is an ordered set of n elements used as the input of a function of several variables.

2. Domains of Multivariable Functions

Key Concepts & Definitions

  • Function Domain : the subset of ℝ² containing every ordered pair for which the function is defined

Essential Points

  • For f₁(x,y)=(-x²+y³-5)/(x-1), the domain is Df1={(x,y)R2x1}D_{f_1}=\{(x,y)\in\mathbb{R}^2\mid x\ne1\} because the denominator cannot be zero.

3. Limits and Continuity

Key Concepts & Definitions

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Quiz preview

1. What does a function of two variables assign to each ordered pair in its domain?

2. What is a function of two variables?

3. Which expression represents an ordered set of n input elements for a function of several variables?

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Flashcards preview

What does a function of two variables assign to each ordered pair (x,y)?

A unique real number f(x,y).

Function of Two Variables - Definition

Assigns a real number to each (x,y) in its domain.

What is an n-tuple in the context of functions of several variables?

An ordered set of n elements used as input.

Domain of Function

Subset of ℝ² where function is defined.

What is the domain of a multivariable function?

The subset of ℝ² where the function is defined.

Limit in Multivariable

Approaches L along every path to (x₀,y₀).

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The study sheet covers the essential concepts of Multivariable Functions and Optimization. It is organized by topic to facilitate learning and memorization, with key definitions, explanations and summaries.

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The quiz contains 10 multiple-choice questions with detailed corrections and explanations for each answer. Ideal for testing your knowledge and identifying gaps.

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