Apply calculus and numerical optimization
numerical-analysisskillsetup L1★64
Tibsfox/gsd-skill-creator ↗What it does
Solve mathematical problems via computation
Best for
When solving differential equations, integrals, eigenvalue problems, or interpolation computationally.
Inputs
- · mathematical problem
- · accuracy tolerance
Outputs
- · computed solution
- · error estimate
Requires
- · numerical library (NumPy, SciPy, MATLAB)
Preconditions
Problem formulated as mathematical equation or system
Failure modes
Convergence criterion too loose; accumulation of rounding error; algorithm instability on ill-conditioned problems
Trust signals
- · Tibsfox/gsd-skill-creator