×

On a certain parameter of the discretized extended linear-quadratic problem of optimal control. (English) Zbl 0841.49014

Summary: The number \(\gamma:= |\widehat Q^{-{1\over 2}} \widehat R\widehat P^{- {1\over 2}}|\) is an important parameter for the extended linear-quadratic programming (ELQP) problem associated with the Lagrangian \(L(\widehat u, \widehat v)= \widehat p\cdot \widehat u+ {1\over 2} \widehat u\cdot \widehat P \widehat u+ \widehat q\cdot \widehat v- {1\over 2} \widehat v\cdot \widehat Q \widehat v- \widehat v\cdot \widehat R\widehat v\) over polyhedral sets \(\widehat U\times \widehat V\). Some fundamental properties of the problem, as well as the convergence rates of certain newly developed algorithms for large-scale ELQP, are all related to \(\gamma\).
In this paper, we derive an estimate of \(\gamma\) for the ELQP problems resulting from discretization of an optimal control problem. We prove that the parameter \(\gamma\) of the discretized problem is bounded independently of the number of subintervals in the discretization.

MSC:

90C20 Quadratic programming
49N10 Linear-quadratic optimal control problems
90C52 Methods of reduced gradient type
49J35 Existence of solutions for minimax problems
65K05 Numerical mathematical programming methods
Full Text: DOI