Calculus Volume 2 · free preview

Direction Fields and Numerical Methods

A direction field draws the slope the equation prescribes at each point, revealing the solution curves' shapes qualitatively, and Euler's method marches along the slopes to approximate solutions numerically.

1. Reading a direction field

Reading a direction field

2. Euler's method

Euler's method

3. Accuracy and refinement

Accuracy and refinement

4. Qualitative plus numerical

Qualitative plus numerical

5. Direction field definition

A direction field for y prime = f(x, y) draws what at each point of the plane?

6. Equilibrium from field

In a direction field, an equilibrium solution appears as what?

7. Euler update

Euler's method with step size h updates the approximate solution by which formula?

8. Euler error order

The global error of Euler's method over a fixed interval is proportional to which power of h?

9. Stability from field

An equilibrium in a direction field has nearby solution curves approaching it as x grows. What is this equilibrium called?

10. Euler step count

To approximate a solution from x = 0 to x = 2 with step size h = 0.25, how many Euler steps are needed? Answer with a number.

11. Euler for exponential

For y prime = y with y(0) = 1 and h = 1, Euler gives y_1 = 1 + 1 times 1 = 2. What does it give for y_2 at x = 2? Answer with a number.

12. Field slope at point

In the field for y prime = x + y, the segment at the point (1, 2) has slope 3. As a number, what is it? Answer with a number.

13. Runge-Kutta improvement

Runge-Kutta methods improve on Euler by what device?

14. Refinement comparison

Comparing Euler approximations at h and h/2, the difference estimates what quantity? Answer with two words.

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