Title :
Necessary optimality conditions for bilevel dynamic problems
Author_Institution :
Dept. of Math. & Statistics, Victoria Univ., BC, Canada
Abstract :
We study the bilevel dynamic problem, which is a hierarchy of two dynamic optimization problems where the constraint region of the upper level problem is determined implicitly by the solutions to the lower level optimal control problem. Sensitivity analysis of the lower level problem with respect to the L1 perturbation in the upper level decision variable is given and first order necessary optimality conditions are derived by formulating the bilevel dynamic problem as a single level optimal control problem that involves the value function of the lower level problem. A constraint qualification of calmness type and a sufficient condition for the calmness are also given
Keywords :
control system analysis; dynamics; hierarchical systems; optimal control; optimisation; sensitivity analysis; bilevel dynamic problems; calmness; dynamic optimization; hierarchical systems; necessary optimality conditions; optimal control; perturbation; sensitivity analysis; sufficient condition; Constraint optimization; Hierarchical systems; Level control; Mathematics; Optimal control; Qualifications; Sensitivity analysis; Statistics; Sufficient conditions;
Conference_Titel :
Decision and Control, 1997., Proceedings of the 36th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4187-2
DOI :
10.1109/CDC.1997.657659