Calculator Inputs
Formula Used
For an initial value problem y' = f(x,y), y(x0)=y0, the ordinary Euler estimate is:
yn+1 = yn + h f(xn, yn)
The next x value is xn+1 = xn + h. Midpoint Euler uses a half step slope. Heun Euler first predicts with ordinary Euler, then averages the starting and ending slopes.
Midpoint: k1 = f(xn,yn), k2 = f(xn+h/2, yn+h*k1/2), yn+1 = yn+h*k2.
Heun: yp = yn+h*k1, k2 = f(xn+h, yp), yn+1 = yn+h*(k1+k2)/2.
When an exact expression is entered, the calculator adds |exact - estimate| and relative error percentage.
How To Use This Calculator
- Enter the differential equation in the form
y' = f(x,y). - Enter the initial point values for
x0andy0. - Set the target x value and a positive step size.
- Choose ordinary Euler, midpoint Euler, or Heun corrected Euler.
- Add an exact expression when you want error values.
- Press calculate. Review the summary, graph, and table.
- Use the CSV or PDF button to save the complete table.
Example Data Table
| Case | f(x,y) | x0 | y0 | Target x | h | Suggested method | Exact y(x) |
|---|---|---|---|---|---|---|---|
| Growth test | x + y |
0 | 1 | 1 | 0.1 | Heun | 2*exp(x)-x-1 |
| Decay model | -2*y |
0 | 5 | 2 | 0.2 | Midpoint | 5*exp(-2*x) |
| Trig slope | sin(x)-y |
0 | 0 | 3 | 0.25 | Heun | Optional |
Why Euler Method Helps
Euler method is a simple numerical path for first order differential equations. It starts from one known point. Then it moves step by step. Each move uses the slope at the current point. This slope comes from the function dy/dx = f(x,y). The method is useful when an exact solution is hard, slow, or not required.
Practical Value In Maths
Students use Euler tables to see how solutions grow. Teachers use them to explain slope fields. Engineers use quick estimates before running heavier models. The calculator supports ordinary Euler, midpoint Euler, and Heun correction. These choices help compare accuracy. Smaller step sizes often improve estimates. They also create more rows. Larger steps are faster, but they can miss sharp changes.
Step Size And Accuracy
The step size controls distance between points. A positive step moves forward. A negative direction is handled when the target x value is lower. When exact target mode is enabled, the last step is shortened if needed. This avoids passing the target. It also keeps the final row aligned with your requested value.
Interpreting Results
The table shows x, y, slope, step, and next estimate. If an exact expression is supplied, the tool also reports absolute and relative error. This is helpful for checking homework. It is also useful when testing step choices. The chart gives a visual check. A smooth curve means the approximation is stable. A jagged curve may indicate a large step.
Best Use Cases
Use this calculator for initial value problems. It works well for equations written as y' = f(x,y). Enter functions with x and y. Use standard functions like sin, cos, exp, log, sqrt, abs, and pow. Start with a moderate step. Then repeat with half the step. If the final estimate changes a lot, use a smaller step or a higher order method.
Common Input Tips
Keep the expression clean. Use multiplication signs between numbers and variables. For example, write 2*x instead of 2x. Check units before comparing results. Rounding can hide small differences. Increase precision when studying error. Save the table when you need clear working steps for review during revision.
FAQs
1. What is Euler method?
Euler method is a numerical technique for estimating solutions to first order differential equations. It starts from an initial point and follows the local slope step by step.
2. What equation format should I enter?
Enter the right side of y' = f(x,y). Use variables x and y. Write multiplication clearly, such as 2*x, not 2x.
3. Which functions are supported?
You can use sin, cos, tan, exp, log, log10, sqrt, abs, pow, floor, ceil, round, min, max, pi, and e.
4. Why does step size matter?
Step size controls how far each estimate moves. Smaller steps usually improve accuracy, but they create more rows and take more calculation time.
5. What is Heun corrected Euler?
Heun method predicts a new value, checks the slope there, and averages both slopes. It often improves ordinary Euler results.
6. What does absolute error mean?
Absolute error is the distance between the exact value and the estimated value. It appears only when you provide an exact expression.
7. Can I solve backward in x?
Yes. Enter a target x lower than the starting x. The calculator automatically uses the correct direction for the step.
8. Why use the export buttons?
The CSV and PDF downloads help save tables for assignments, reports, revision notes, and checking results later.