This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
A Pattern Search Algorithm for Feedback-Control System Parameter Optimization
November 1972 (vol. 21 no. 11)
pp. 1222-1227
T. Lange-Nielsen, Forsvarets Forskningsinstitutt
The problem of parameter optimization for the purpose of synthesis and design of feedback control systems is considered. A flexible performance index, which permits direct consideration of performance specifications such as rise time, settling time, peak overshoot, and bandwidth, in addition to the usual analytic forms, is developed and adapted to a modified version of Rosenbrock's pattern -search algorithm. Modifications of Rosenbrock's method include: 1) scaling of parameters to ensure coordinate orthogonalization; and 2) employing variable step sizes at the beginning of each new stage, the steps being a function of previous failures and successes. The efficiency of each stage is thus improved and the sensitivity to initial estimates of step size is reduced.
Index Terms:
Computer algorithm, control, optimization, pattern search, systems.
Citation:
T. Lange-Nielsen, G.M. Lance, "A Pattern Search Algorithm for Feedback-Control System Parameter Optimization," IEEE Transactions on Computers, vol. 21, no. 11, pp. 1222-1227, Nov. 1972, doi:10.1109/T-C.1972.223481
Usage of this product signifies your acceptance of the Terms of Use.