E[\tau, \gamma, f] = \sum_k \big[q^{\uparrow} (t) =\exp(-t/\tau)  \cdot \left[ \ q^{\uparrow} (t_k0) -+ 
\tilde q^{\uparrow}(t_k) \big]^2   \rightarrow \min 

tau^{-1} \gamma \cdot  \big( p(0)  - p(t) \cdot  \exp(t/\tau) \big)
+\tau^{-1} \cdot  \int_0^t \exp(s/\tau) \left[ f \cdot q^{\downarrow}(s) + \gamma \cdot p(s) \right] ds   \ \right]

E[\tauq^{\uparrow}_n, (t) \gamma=\exp(-t/\tau_n, f_{nm}] = \sum_k \sum_n \big[) \cdot \left[ \  q^{\uparrow}_n (t_k0) + \tau_n^{-1}  \tildecdot q^{\uparrow}_n(t_kint_0^t \exp(s/\tau_n) \big]^2   \rightarrow \min left[ \sum_m  f_{nm} \cdot  q^{\downarrow}_m(s) - \gamma_n \frac{dp_n}{ds} \right] ds  \right]

E[\tau_n \geq  0 ,  \quad \gamma_n \geq 0,  \quad f_{nm}] \geq  0 , \quad= \sum_k \sum_i^{N^n \big[ q^{\uparrow}} f_{nm} \leq 1

_n(t_k) - \tilde q^{\uparrow}_n(t_k) \big]^2   \rightarrow \min 

Q^{\uparrow}tau_n (t) = \sum_n \geq  0 ,  \quad \gamma_n \geq 0,  \quad f_{nm} Q^{\downarrow}_n(t)  - \tau_n \cdot \big[ q^{\uparrow}_n(t) - q^{\uparrow}_n(0) \big]  - \gamma_n \cdot \big[ p_n(t) - p_n(0) \big]\geq  0 , \quad \sum_i^{N^{\uparrow}} f_{nm} \leq 1

E[\tau_n, \gamma_n,Q^{\uparrow}_n (t) = \sum_n f_{nm}] =  \sum_k \sum_n Q^{\downarrow}_n(t)  - \tau_n \cdot \big[ Q^q^{\uparrow}_n(t_k) - \tilde Q^q^{\uparrow}_n(t_k0) \big]^2  - \rightarrowgamma_n \min 

cdot \big[ p_n(t) - p_n(0) \big]

p_n(t) = p_n(0) - \tau_n / \tau_j \geq  0 ,  \quad \gamma_n  \cdot\geq 0,  \big[quad q^f_{\uparrow}_n(t) - q^{\uparrow}_n(0) \big]  - \gamma_n^{-1} \cdot Q^ij} \geq  0 , \quad \sum_i^{N^{\uparrow}_n (t) + \gamma_n^{-1} f_{ij} \cdot \sum_m f_{nm} Q^{\downarrow}_m(t)  leq 1

E[\taup_n, \gamma_n, f_{nm}] =  \sum_k \sum_n(t) = p_n(0) - \tau_n / \gamma_n  \cdot \big[ pq^{\uparrow}_n(t_k) - \tilde pq^{\uparrow}_n(t_k0) \big]^2  - \rightarrowgamma_n^{-1} \min