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Quantitative Finance · शब्दावली

Stochastic control problem, admissible control, value function क्या है?

अन्य नाम: stochastic control problem · admissible control · value function

Definition 9.1 Quantitative Methods · अध्याय 9 — Stochastic Control

A stochastic control problem chooses a process utu_t that influences the dynamics of a state XX, here dXt=μ(t,Xt,ut) dt+σ(t,Xt,ut) dWtdX_t = \mu(t, X_t, u_t)\,dt + \sigma(t, X_t, u_t)\,dW_t or its discrete-time analogue, to maximise J(t,x;u)=Et,x[∫tTf(s,Xs,us) ds+g(XT)]J(t, x; u) = \E_{t,x}[\int_t^Tf(s, X_s, u_s)\,ds + g(X_T)]. An admissible control is an adapted process with values in a set U\mathcal U for which the state equation has a solution and JJ is well defined. The value function is V(t,x)=sup⁡uJ(t,x;u)V(t, x) = \sup_uJ(t, x; u) over admissible controls.

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