ArticleslgStudy

mathematics

Inverse function theorem

Inverse function theorem is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Inverse function theorem rather than just read about it. In short: In mathematical analysis, the inverse function theorem gives sufficient conditions for a function to have an inverse function. The essential idea is that if the best linear approximation to the function at a point is invertible, then with sufficient regularity assumptions, the function should also be invertible near that point.

Inverse function theorem — main illustration
Inverse function theorem — illustration

Key takeaways

  • Inverse function theorem belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Inverse function theorem to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Inverse function theorem from memory before moving on to harder problems.

Reference excerpt

In mathematical analysis, the inverse function theorem gives sufficient conditions for a function to have an inverse function. The essential idea is that if the best linear approximation to the function at a point is invertible, then with sufficient regularity assumptions, the function should also be invertible near that point. In its simplest form, the theorem states that if a real function f is differentiable in an open interval, with a continuous derivative, then in a neighborhood of any point where the derivative is not zero, f has an inverse function. The inverse function is also continuously differentiable, and the inverse function rule expresses its derivative as the multiplicative inverse of the derivative of f. The theorem applies verbatim to complex-valued functions of a complex variable. It generalizes to functions from n-tuples (of real or complex numbers) to n-tuples, and to functions between vector spaces of the same finite dimension, by replacing "derivative" with "Jacobian matrix" and "nonzero derivative" with "nonzero Jacobian determinant". If the function of the theorem belongs to a higher differentiability class, the same is true for the inverse function. There are also versions of the inverse function theorem for holomorphic functions, for differentiable maps between manifolds, for differentiable functions between Banach spaces, and so forth. The theorem was first established by Picard and Goursat using an iterative scheme: the basic idea is to prove a fixed point theorem using the contraction mapping theorem.

Statements

One variable The inverse function theorem is not often stated separately for one variable, because a stronger result is true: if a real-valued function of a single real variable has a derivative which is nonzero on an interval, then the function has an inverse throughout the interval. More precisely, suppose that f {\displaystyle f} is a real-valued differentiable function on an open interval I {\displaystyle I} , and f ′ {\displaystyle f'} is non-zero throughout I {\displaystyle I} . Then the image of the interval I {\displaystyle I} is another interval J {\displaystyle J} , f : I → J {\displaystyle f:I\to J} is a bijection, and has a differentiable inverse function f − 1 : J → I {\displaystyle f^{-1}:J\to I} . This theorem is true because the non-vanishing of the derivative implies that it must be entirely of one sign (positive or negative) according to Darboux's theorem, and therefore the function must be strictly monotone, and thus one-to-one. The inverse function theorem is a weaker local statement. The statement of the inverse function theorem is, roughly speaking, that if a real-valued function f {\displaystyle f} of a single real variable has a continuous derivative on an open interval I {\displaystyle I} , then it is locally invertible near each point where its derivative is non-zero. More precisely, around any point x {\displaystyle x} in I {\displaystyle I} where f ′ ( x ) ≠ 0 {\displaystyle f'(x)\neq 0} , there is a smaller interval I ′ {\displaystyle I'} on which the function f {\displaystyle f} is one-to-one and the image of the interval I ′ {\displaystyle I'} under f {\displaystyle f} is also an open interval J ′ {\displaystyle J'} . Thus f {\displaystyle f} maps the interval I ′ {\displaystyle I'} bijectively onto the interval J ′ {\displaystyle J'} . The inverse function theorem in this form follows at once from the stronger global result, by restricting the interval I {\displaystyle I} to a smaller interval I ′ {\displaystyle I'} around x {\displaystyle x} on which the derivative is non-zero throughout. When f {\displaystyle f} is continuously differentiable, the inverse function f − 1 : J ′ → I ′ {\displaystyle f^{-1}:J'\to I'} is also continuously differentiable, and its derivative at any point y {\displaystyle y} in the interval J ′ {\displaystyle J'} is given by the inverse function rule:

d d y f − 1 ( y ) = 1 f ′ ( f − 1 ( y ) ) . {\displaystyle {\frac {d}{dy}}f^{-1}(y)={\frac {1}{f'(f^{-1}(y))}}.}

… excerpt ends here. Continue reading the full article.

Illustrations

Inverse function theorem: A function is invertible near 
  
    
      
        a
      
    
    {\displaystyle a}
  
 if its linear approximation, the tangent line, is an invertible function.
A function is invertible near a {\displaystyle a} if its linear approximation, the tangent line, is an invertible function.
Inverse function theorem: The function 
  
    
      
        f
        (
        x
        )
        =
        x
        +
        2
        
          x
          
            2
          
        
        sin
        ⁡
        (
        
          
            
              1
              x
            
          
        
        )
      
    
    {\displaystyle f(x)=x+2x^{2}\sin({\tfrac {1}{x}})}
  
 is bounded inside a quadratic envelope near the line 
  
    
      
        y
        =
        x
      
    
    {\displaystyle y=x}
  
, so 
  
    
      
        
          f
          ′
        
        (
        0
        )
        =
        1
      
    
    {\displaystyle f'(0)=1}
  
. Nevertheless, it has local max/min points accumulating at 
  
    
      
        x
        =
        0
      
    
    {\displaystyle x=0}
  
, so it is not one-to-one on any surrounding interval.
The function f ( x ) = x + 2 x 2 sin ⁡ ( 1 x ) {\displaystyle f(x)=x+2x^{2}\sin({\tfrac {1}{x}})} is bounded inside a quadratic envelope near the line y = x {\displaystyle y=x} , so f ′ ( 0 ) = 1 {\displaystyle f'(0)=1} . Nevertheless, it has local max/min points accumulating at x = 0 {\displaystyle x=0} , so it is not one-to-one on any surrounding interval.

Worked examples

Example 1 — a first encounter with Inverse function theorem

Start with the simplest possible case. Write down what Inverse function theorem claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Inverse function theorem before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Inverse function theorem ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Inverse function theorem

In research
Inverse function theorem appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Inverse function theorem in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Inverse function theorem is common in secondary-school and first-year university syllabi. It links to neighbouring topics Differential topology, Inverse functions, Multivariable calculus, so understanding it makes those chapters shorter.
In everyday life
Look for Inverse function theorem outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

Affiliate

Preply — study more efficiently by working with a personal tutor. 50% off.

How to study Inverse function theorem in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Inverse function theorem means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Inverse function theorem out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Inverse function theorem in simple terms?

In mathematical analysis, the inverse function theorem gives sufficient conditions for a function to have an inverse function. The essential idea is that if the best linear approximation to the function at a point is invertible, then with sufficient regularity assumptions, the function should also…

Why does Inverse function theorem matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Inverse function theorem?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Inverse function theorem.

Tags

  • Differential topology
  • Inverse functions
  • Multivariable calculus
  • Theorems in calculus
  • Theorems in real analysis

Keep exploring