Numerical Differentiation and Finite Difference Quiz

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Questions and Answers

In numerical differentiation, what does the small number 'h' represent?

  • The derivative of the function
  • A small change in x (correct)
  • The tangent of the function
  • The limit of the function

What is the slope of the secant line through the points $(x, f(x))$ and $(x + h, f(x + h))$?

  • $f(x+h)+f(x)$
  • ${f(x+h)-f(x) \over h}$ (correct)
  • $f(x)$
  • $f(x+h)-f(x)$

What is the slope of the secant line as 'h' approaches zero?

  • The derivative of the function at x
  • Infinity
  • The slope of the tangent line (correct)
  • Zero

What is the true derivative of $f$ at $x$?

<p>The limit of the function as 'h' approaches zero (B)</p> Signup and view all the answers

What is another name for Newton's difference quotient?

<p>First-order divided difference (D)</p> Signup and view all the answers

Flashcards

What does 'h' represent?

A small change in the value of x, used to approximate derivatives.

Slope of the secant line?

The slope of the secant line is the difference in y-values divided by the difference in x-values: rise over run.

Limit as h approaches zero?

As 'h' gets infinitesimally small, the secant line approaches the tangent line.

What is the 'true derivative'?

The instantaneous rate of change of a function at a specific point.

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Newton's difference quotient?

A method for approximating the derivative of a function using function values at discrete points.

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Study Notes

Numerical Differentiation

  • The small number 'h' represents a small increment added to the variable 'x' to approximate the change in the function's value.
  • It is used to compute the difference quotient, which approximates the derivative.

Slope of the Secant Line

  • The slope of the secant line through the points ((x, f(x))) and ((x + h, f(x + h))) is given by the formula (\frac{f(x + h) - f(x)}{h}).
  • This slope estimates the average rate of change of the function (f) over the interval ([x, x + h]).

Slope as 'h' Approaches Zero

  • As 'h' approaches zero, the slope of the secant line approaches the slope of the tangent line at point (x).
  • This limit is referred to as the derivative of the function at that point.

True Derivative of (f) at (x)

  • The true derivative of (f) at (x) is denoted as (f'(x)).
  • It provides the instantaneous rate of change of the function at the specific point (x).

Newton's Difference Quotient

  • Another name for Newton's difference quotient is the "first difference."
  • It is used in numerical differentiation to approximate derivatives, particularly in Newton's method for root-finding.

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