The Snell envelope of an adapted stochastic process representing rewards is
defined backward by
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(1)
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(2)
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It is the smallest integrable stochastic process that dominates
and satisfies
.
Under standard hypotheses,
is the value of an optimal
stopping problem, and the first stopping time
at which
is optimal. In particular, the discounted stochastic
process giving the value of an American option
is a Snell envelope.