Evolutionary Fixed-Structure Controller Tuning Against Multiple Requirements
نویسندگان
چکیده
منابع مشابه
PID Controller Tuning Using Evolutionary Algorithms
This paper presents the implementation of PID controller tuning using two sets of evolutionary techniques which are differential evolution (DE) and genetic algorithm (GA). The optimal PID control parameters are applied for a high order system, system with time delay and non-minimum phase system. The performance of the two techniques is evaluated by setting its objective function with mean squar...
متن کاملLQ and H2 Tuning of Fixed-Structure Controller for Continuous Time Invariant System with H∞ Constraints
The problem of fixed-order and fixed-structure controller tuning has been known for more than half a century and is a one of the classic problems of the control theory. Great number of papers and several monographs are devoted to this problem (e.g., Rotach et al., 1984; Datta, 1998; Datta et al., 2000; Astrom & Hagglund, 2006). Analytic methods based on information on structure and form of plan...
متن کاملEvolutionary Tuning of Combined Multiple Models
In data mining, hybrid intelligent systems present a synergistic combination of multiple approaches to develop the next generation of intelligent systems. Our paper presents an integration of a Combined Multiple Models (CMM) technique with an evolutionary approach that is used for tuning of parameters. Proposed hybrid classifier was tested in microarray analysis domain. This domain was chosen i...
متن کاملEvolutionary tuning of multiple SVM parameters
We consider the problem of choosing multiple hyperparameters for support vector machines. We present a novel, general approach using an evolution strategy (ES) to determine the kernel from a parameterized kernel space and to control the regularization. We demonstrate on benchmark datasets that the ES improves the results achieved by grid search and can handle much more kernel parameters. In par...
متن کاملEvolutionary Stability Against Multiple Mutations
It is known (see e.g. Weibull (1995)) that ESS is not robust against multiple mutations. In this article, we introduce robustness against multiple mutations and study some equivalent formulations and consequences.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IFAC-PapersOnLine
سال: 2016
ISSN: 2405-8963
DOI: 10.1016/j.ifacol.2016.07.137