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Semi-differentiability

Semi-differentiability 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 Semi-differentiability rather than just read about it. In short: In calculus, the notions of one-sided differentiability and semi-differentiability of a real-valued function f of a real variable are weaker than differentiability. Specifically, the function f is said to be right differentiable at a point a if, roughly speaking, a derivative can be defined as the function's argument x moves to a from the right, and left differentiable at a if the derivative can be defined as x move…

Semi-differentiability — main illustration
Semi-differentiability — illustration

Key takeaways

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

Reference excerpt

In calculus, the notions of one-sided differentiability and semi-differentiability of a real-valued function f of a real variable are weaker than differentiability. Specifically, the function f is said to be right differentiable at a point a if, roughly speaking, a derivative can be defined as the function's argument x moves to a from the right, and left differentiable at a if the derivative can be defined as x moves to a from the left.

One-dimensional case

In mathematics, a left derivative and a right derivative are derivatives (rates of change of a function) defined for movement in one direction only (left or right; that is, to lower or higher values) by the argument of a function.

Definitions Let f denote a real-valued function defined on a subset I of the real numbers. If a ∈ I is a limit point of I ∩ [a,∞) and the one-sided limit

∂ + f ( a ) := lim x → a + x ∈ I f ( x ) − f ( a ) x − a {\displaystyle \partial _{+}f(a):=\lim _{\scriptstyle x\to a^{+} \atop \scriptstyle x\in I}{\frac {f(x)-f(a)}{x-a}}}

exists as a real number, then f is called right differentiable at a and the limit ∂+f(a) is called the right derivative of f at a. If a ∈ I is a limit point of I ∩ (–∞,a] and the one-sided limit

∂ − f ( a ) := lim x → a − x ∈ I f ( x ) − f ( a ) x − a {\displaystyle \partial _{-}f(a):=\lim _{\scriptstyle x\to a^{-} \atop \scriptstyle x\in I}{\frac {f(x)-f(a)}{x-a}}}

exists as a real number, then f is called left differentiable at a and the limit ∂–f(a) is called the left derivative of f at a. If a ∈ I is a limit point of I ∩ [a,∞) and I ∩ (–∞,a] and if f is left and right differentiable at a, then f is called semi-differentiable at a. If the left and right derivatives are equal, then they have the same value as the usual ("bidirectional") derivative. One can also define a symmetric derivative, which equals the arithmetic mean of the left and right derivatives (when they both exist), so the symmetric derivative may exist when the usual derivative does not.

Remarks and examples A function is differentiable at an interior point a of its domain if and only if it is semi-differentiable at a and the left derivative is equal to the right derivative. An example of a semi-differentiable function, which is not differentiable, is the absolute value function f ( x ) = | x | {\displaystyle f(x)=|x|} , at a = 0. We find easily ∂ − f ( 0 ) = − 1 , ∂ + f ( 0 ) = 1. {\displaystyle \partial _{-}f(0)=-1,\partial _{+}f(0)=1.}

If a function is semi-differentiable at a point a, it implies that it is continuous at a. The indicator function 1[0,∞) is right differentiable at every real a, but discontinuous at zero (note that this indicator function is not left differentiable at zero).

Application If a real-valued, differentiable function f, defined on an interval I of the real line, has zero derivative everywhere, then it is constant, as an application of the mean value theorem shows. The assumption of differentiability can be weakened to continuity and one-sided differentiability of f. The version for right differentiable functions is given below, the version for left differentiable functions is analogous.

Differential operators acting to the left or the right Another common use is to describe derivatives treated as binary operators in infix notation, in which the derivatives is to be applied either to the left or right operands. This is useful, for example, when defining generalizations of the Poisson bracket. For a pair of functions f and g, the left and right derivatives are respectively defined as

f ∂ x ← g = ∂ f ∂ x ⋅ g {\displaystyle f{\stackrel {\leftarrow }{\partial _{x}}}g={\frac {\partial f}{\partial x}}\cdot g}

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Semi-differentiability

Start with the simplest possible case. Write down what Semi-differentiability 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 Semi-differentiability 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 Semi-differentiability 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 Semi-differentiability

In research
Semi-differentiability 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 Semi-differentiability 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
Semi-differentiability is common in secondary-school and first-year university syllabi. It links to neighbouring topics Differential calculus, Functions and mappings, Real analysis, so understanding it makes those chapters shorter.
In everyday life
Look for Semi-differentiability 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.

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How to study Semi-differentiability in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Semi-differentiability 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 Semi-differentiability out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Semi-differentiability in simple terms?

In calculus, the notions of one-sided differentiability and semi-differentiability of a real-valued function f of a real variable are weaker than differentiability. Specifically, the function f is said to be right differentiable at a point a if, roughly speaking, a derivative can be defined as the…

Why does Semi-differentiability 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 Semi-differentiability?

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 Semi-differentiability.

Tags

  • Differential calculus
  • Functions and mappings
  • Real analysis

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