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convexity by ercanatam on 2009-08-02 21:56:09
Consider
\begin{align}
\dot{x}=A(p)x+B(p)u
\end{align}
where $A(p)$ and $B(p)$ are linear in the fixed-parameter(but unknown)vector $p$.
The solution of the above problem is
\begin{align}
x(t,p)=e^{A(p)t}x_{0}+\int_0^te^{A(p)(t-\tau)}B(p)u(\tau)d\tau
\end{align}
Assuming that experimental data $x_e$ is available at time points $t_1,t_2,\cdots, t_N$,
the objective is to minimize
\begin{align}
f(p)=\sum_{i=1}^N\left|\left|e^{A(p)t_i}x_{0}+\int_0^{t_i}e^{A(p)(t_i-\tau)}B(p)u(\tau)d\tau-x_e(t_i)\right|\right|^2
\end{align}
Let
\begin{align}
f_i(p):=\left|\left|e^{A(p)t_i}x_{0}+\int_0^{t_i}e^{A(p)(t_i-\tau)}B(p)u(\tau)d\tau-x_e(t_i)\right|\right|^2
\end{align}
Then,
\begin{align}
f(p)=\sum_{i=1}^N f_i(p)
\end{align}
Since sum of convex functions is convex, to show that $f(p)$ is convex we have to show that
$f_i(p)$ are convex.
\\\\
\textbf{Question}: are $f_i(p)$ convex?
[ reply | up ]
Gamma Distr by georgiosl on 2008-12-31 09:00:23
sum of ind random variables X_i - G(x,a_i,b_i) is Gamma distr and parameters?
[ reply | up ]
A question on continued fraction expansion by Carlton on 2008-10-21 02:19:48
Let $\alpha_j=G^j(\alpha)$ is the j^th fractional part in the continued fraction expansion , where $G$ is the Gause map: $x\map {1/x}=1/x-[1/x]$. If there is such fact that the product $\alpha_{n-1}\cdot\alpha_{n-j}$ is no large than $2^{-j/2}$, for any ( or sufficiently large) $n,j$?
[ reply | up ]
Prove the unicity of Lebesgue measure. by Onezimo on 2008-10-12 13:43:59
Can somebody helps me with this problem?
[ reply | up ]
are polynomials dense in C(R)? by mohsenz90 on 2008-05-28 23:56:29
Is the following statement right?
for every continuous function like f,there exist a sequence of polynomials like P_n which P_n -> f
[ reply | up ]

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