Second order sufficient conditions and sensitivity analysis for optimal multiprocess control problems

Citation
D. Augustin et H. Maurer, Second order sufficient conditions and sensitivity analysis for optimal multiprocess control problems, CONTROL CYB, 29(1), 2000, pp. 11-31
Citations number
21
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
CONTROL AND CYBERNETICS
ISSN journal
03248569 → ACNP
Volume
29
Issue
1
Year of publication
2000
Pages
11 - 31
Database
ISI
SICI code
0324-8569(2000)29:1<11:SOSCAS>2.0.ZU;2-R
Abstract
Second order sufficient optimality conditions (SSC) are derived for optimal multiprocess control problems. For that purpose the multiprocess control p roblem is transformed into a single stage control problem with augmented st ate variables which comprise the state variables of all individual stages a s well as the switching times as choice variables. This transformation allo ws to apply the known SSC for single stage control problems. A numerical te st of SSC involves the solution of an associated Riccati equation together with boundary conditions adapted to the multiprocess. Sensitivity analysis of parametric multiprocess problems can be based on SSC. A numerical exampl e of the optimal two-stage control of a robot illustrates both SSC and sens itivity analysis.