Title :
Necessary conditions for bilevel dynamic optimization problems
Author_Institution :
Dept. of Math. & Stat., Victoria Univ., BC, Canada
Abstract :
Studies the bilevel dynamic optimization problem, which is a hierarchy of two optimization problems where the constraint region of the upper level problem is determined implicitly by the solution to the lower level problem and where the upper level decision variable is a vector while the lower level decision variable is an admissible control function. To obtain optimality conditions, the author reformulates the bilevel dynamic optimization problem as a single level optimal control problem which involves the value function of the lower level problem. Sensitivity analysis of the lower level problem with respect to the perturbation in the upper level decision variable is given and first order necessary optimality conditions are derived by using nonsmooth analysis
Keywords :
hierarchical systems; optimal control; optimisation; sensitivity analysis; admissible control function; bilevel dynamic optimization problems; constraint region; first order necessary optimality conditions; nonsmooth analysis; sensitivity analysis; single level optimal control problem; upper level decision variable; value function; Aquaculture; Constraint optimization; Control systems; Government; Hierarchical systems; Infinite horizon; Mathematics; Optimal control; Sensitivity analysis; Statistics;
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
DOI :
10.1109/CDC.1994.411006