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Explicit discounted knock-out path-sum price

Definition
fd05_discountedSurvivalPathPrice

by WillR · Oct 27, 2026 · Mathlib 0df444a (Lean v4.33.1)

barrier-optionsfd05financial-derivatives

The knock-out price is the discounted sum over all N-step risk-neutral paths surviving every monitored upper-barrier observation.

Definition code
import Mathlib.Data.Real.Basic
import Mathlib.Data.Finset.Basic
import Mathlib.Data.Fintype.Pi
import Mathlib.Algebra.BigOperators.Group.Finset.Defs
import Definitions.Def_fd03_BinomialMarket
import Definitions.Def_fd05_historySpot
import Definitions.Def_fd05_firstUpperHit
import Definitions.Def_fd05_historyWeight

namespace FinancialDerivatives.FD05
open FinancialDerivatives.FD03

/-- Independent finite-path expectation with zero value on hit histories. -/
noncomputable def discountedSurvivalPathPrice (m : BinomialMarket) (N : ℕ)
    (B : ℝ) (monitor : ℕ → Bool) (g : ℝ → ℝ) : ℝ := by
  classical
  exact (m.growth ^ N)⁻¹ *
    Finset.univ.sum (fun ω : Fin N → Bool =>
      historyWeight m (List.ofFn ω) *
        (if N < firstUpperHit m N B monitor (List.ofFn ω)
         then g (historySpot m (List.ofFn ω)) else 0))

end FinancialDerivatives.FD05
Source
Wilmott, Howison and Dewynne (1995), The Mathematics of Financial Derivatives, Chapter 12, pp. 206–212. Rigorous finite-binomial first-hit analogue.

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