Successive Substitution Method:
From: | To: |
The Method of Successive Substitution (also called Fixed-Point Iteration) is a numerical method for solving equations of the form x = g(x). It generates a sequence of approximations that (under certain conditions) converges to the solution.
The calculator implements the iterative process:
Where:
Explanation: The method starts with an initial guess and repeatedly applies the function g(x) to generate successive approximations to the solution.
Details: For the method to converge, the function g(x) must satisfy certain conditions (typically |g'(x)| < 1 in a neighborhood of the solution). The iterations stop when the difference between successive approximations is less than the specified tolerance.
Tips:
Q1: What if the method doesn't converge?
A: Try a different initial guess or reformulate the equation as x = g(x) with a different g(x) function.
Q2: How do I know if the method will converge?
A: The method converges if |g'(x)| < 1 near the solution. You can check this by calculating the derivative.
Q3: What's the difference between this and Newton's method?
A: Newton's method typically converges faster but requires calculating derivatives. Successive substitution is simpler but may require more iterations.
Q4: Can I use this for systems of equations?
A: This calculator handles single equations only. Systems require more advanced methods.
Q5: What functions can I enter?
A: Most standard mathematical functions: sin, cos, tan, exp, log, sqrt, etc. Use x as the variable.