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Analysis of an isopetype dual algorithm for optimizing control and nonlinear optimization

100%

Tadej W., Tatjewski P.

International Journal of Applied Mathematics and Computer Science

2001

tom 11

nr 2

429-457

First results concerning important theoretical properties of the dual ISOPE (Integrated System Optimization and Parameter Estimation) algorithm are presented. The algorithm applies to on-line set-point optimization in control structures with uncertainty in process models and disturbance estimates, as well as to difficult nonlinear constrained optimization problems. Properties of the conditioned (dualized) set of problem constraints are investigated, showing its structure and feasibility properties important for applications. Convergence conditions for a simplified version of the algorithm are derived, indicating a practically important threshold value of the right-hand side of the conditioning constraint. Results of simulations are given confirming the theoretical results and illustrating properties of the algorithms.

A computationally efficient stable dual-mode type nonlinear predictive control algorithm

70%

Ławryńczuk M., Tadej W.

Control and Cybernetics

2008

tom 37

nr 1

99-132

Ograniczanie wyników

1 Control and Cybernetics

1 International Journal of Applied Mathematics and Computer Science

2 Tadej W.

1 Tatjewski P.

1 Ławryńczuk M.

1 2008

1 2001

Wyniki wyszukiwania

Analysis of an isopetype dual algorithm for optimizing control and nonlinear optimization

A computationally efficient stable dual-mode type nonlinear predictive control algorithm