Title :
Multiobjective dynamic optimization of discrete-time systems
Author :
Alvarez-Gallegos, Jaime ; Cruz-Villar, Carlos A.
Author_Institution :
Dept. de Ingenieria Electr., CINVESTAV-IPN, Mexico City, Mexico
Abstract :
A new method for multiobjective dynamic optimization of discrete time systems is proposed. As a result a stagewise algorithm for such a problem is obtained. The algorithm solves a one stage multiobjective programming subproblem with general constraints at each time step. Hence, the dimension of the decision variables in each subproblem is smaller than in the initial problem. Also, we prove that the policy obtained with the proposed method satisfies the necessary optimality conditions for that problem. Finally a case study concerning a continuous binary distillation column with some numerical results is presented
Keywords :
decision theory; discrete time systems; distillation; mathematical programming; optimal control; continuous binary distillation column; decision variables; multiobjective dynamic optimization; necessary optimality conditions; one stage multiobjective programming subproblem; stagewise algorithm; Control systems; Discrete time systems; Distillation equipment; Dynamic programming; Fuels; Inductors; Mexico Council; Optimization methods; Productivity; Steady-state;
Conference_Titel :
Decision and Control, 1998. Proceedings of the 37th IEEE Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
0-7803-4394-8
DOI :
10.1109/CDC.1998.758559