
doi: 10.1137/0318029
A Schauder decomposition for a Banach space $X$ is a sequence $\{ P_n \} $ of finite rank continuous projections such that (a) $P_n P_m = P_m P_n = P_{\min \{ m,n\} } $ and (b) $\lim _n P_n x = x$ for each $x$ in $X$. Schauder decompositions can be used to approximate the solution to optimal control problems defined on $X$. For example, let $S$ and $T$denote continuous linear operators from $X$ into itself; let $u$ be a point in the range of $S$ and let $p$ be a continuous seminorm on $X$ The problem: \[\begin{array}{*{20}c} {{\text{(I)}}\qquad } & \begin{gathered} {\text{find }} x ({\text{ and }}c) {\text{ in }} X {\text{ such that (a) }}S(x) = u,{\text{ (b) }}c = x - Tx, \hfill \\ {\text{(c) }} p(c) {\text{ is a minimum,}} \hfill \\ \end{gathered} \\ \end{array} \] can be discretized to the problem: \[\begin{array}{*{20}c} {{\text{(II)}}\qquad } & \begin{gathered} {\text{find }} x_n ({\text{and }} c_n ) {\text{ in the range of }}P_n {\text{ such that (a) }}Sx_n = P_n u, \hfill \\ {\text{(b) }}c_n = x_n - P_n Tx_n ,{\text{(c) }}p(c_n ){\text{ is a minimum.}} \hfill \\ \end{gathered} \\ \end{array} \] We discuss conditions under which the minima found in solving (II) converge to the minimum in (I) as $n \to \infty $. Then we illustrate our theory by computing approximate solutions to the problem: \[\begin{array}{*{20}c} {{\text{(III)}}\qquad } & \begin{gathered} {\text{find functions }}x\, ({\text{and }}c){\text{ such that (a) }}x(t){\text{ is given for }}t \hfill \\ {\text{in }}[0,\frac{1}{3}) \cup [\frac{2}{3},1],{\text{ (b) }}c(t) = x(t) - \int_0^t {x(s)} ds, \hfill \\ {\text{(c) }}\int_0^1 {| {c(t)} |} ^2 dt{\text{ is a minimum.}} \hfill \\ \end{gathered} \\ \end{array} \]
Decomposition methods, Numerical optimization and variational techniques, Existence theories for problems in abstract spaces, Schauder decomposition
Decomposition methods, Numerical optimization and variational techniques, Existence theories for problems in abstract spaces, Schauder decomposition
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