Numerical frameworks for solving completely arbitrary functio-differential equations?

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Which numerical methods exist to solve (estimate) completely arbitrary equations with:

  1. Constraints on definition and/or value space (boundary conditions for example)
  2. Composition with arbitrary smooth functions
  3. Differentiation and integration
  4. Probabilistic constraints.

For example

$$\exp\left[i\left(\frac{\partial f}{\partial x}\right)^2\right]= \sin(x^2)$$ Subject to $$\int_{y_{n}}^{y_{n+1}} f(x) dy = c_n$$

For prescribed $c_n$. The intent is in some sense a histogram integrating over slices of the value space.

(this integral may not make much sense right now, but I am working on it.)