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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