Title :
Differential evolution for dynamic optimization of differential-algebraic systems
Author :
Wang, Feng-Sheng ; Chiou, Ji-Pyng
Author_Institution :
Dept. of Chem. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
Abstract :
An efficient method is introduced for solving optimal control and optimal parameter selection problems of nonlinear differential-algebraic systems involving general constraints. These infinite-dimensional problems are first converted into the uncaused optimal parameter selection problems. Differential evolution is then extended to solve such problems. This modified version of differential evolution is applied to solve an optimal temperature control problem of a chemical reactor system
Keywords :
algebra; chemical technology; genetic algorithms; nonlinear differential equations; optimal control; temperature control; chemical reactor system; differential evolution; dynamic optimization; general constraints; infinite-dimensional problems; nonlinear differential-algebraic systems; optimal control; temperature control; uncaused optimal parameter selection problems; Control systems; Differential equations; Electrical equipment industry; Evolutionary computation; Industrial control; Optimal control; Optimization methods; Partitioning algorithms; Performance analysis; Testing;
Conference_Titel :
Evolutionary Computation, 1997., IEEE International Conference on
Conference_Location :
Indianapolis, IN
Print_ISBN :
0-7803-3949-5
DOI :
10.1109/ICEC.1997.592367
