Title :
Numerical solution of dynamic optimization problems with flexible constraints by iterative dynamic programming
Author :
Chen, Cheng-Liang ; Sun, Daim-Yuang ; Chang, Chia-Yuan
Author_Institution :
Dept. of Chem. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
This work presents a novel algorithm to solve the dynamic optimization problem with flexible constraints. The objective of the problem is considered with different degree of satisfaction. Fuzzy inference is then incorporated into iterative dynamic programming (IDP) to find the solution. Two typical problems are employed to demonstrate the capability and efficiency for the proposed algorithm
Keywords :
computational complexity; dynamic programming; iterative methods; IDP; dynamic optimization problems; efficiency; flexible constraints; fuzzy inference; iterative dynamic programming; numerical solution; Constraint optimization; Control systems; Dynamic programming; Fuzzy logic; Fuzzy sets; Fuzzy systems; Inference algorithms; Iterative algorithms; Nonlinear control systems; Nonlinear dynamical systems;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.839065
