integration

monte carlo area estimation

Estimate ∫f(x)dx by throwing random points into a bounding box. The fraction landing under the curve times the box area approximates the integral.

∫f(x)dx ≈ (points under curve / total points) × box area

MC integration scales to arbitrary dimensions where deterministic methods fail — this is why it powers physics simulations and financial models.

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