DocumentCode
3655941
Title
Comparison of Lyapunov function behavior for different strategies of optimization
Author
Alexander Zemliak;Tatiana Markina
Author_Institution
Physics and Mathematics Department, Autonomous University of Puebla, MEXICO, Av. San Claudio y Rio Verde, Ciudad Universitaria
fYear
2015
Firstpage
286
Lastpage
290
Abstract
The problem of designing of analog network for a minimal computer time has been formulated as the functional minimization problem of the control theory. The design process in this case is formulated as the controllable dynamic system. The optimal sequence of the control vector switch points was determined as a principal characteristic of the minimal-time system design algorithm. The conception of the Lyapunov function was proposed to analyze the behavior of the process of designing. The special function that is a combination of the Lyapunov function and its time derivative was proposed to predict the design time of any strategy by means of the analysis of initial time interval of the process of network optimization. This approach gives us the possibility to select the quasi optimal strategy of network optimization by analyzing the initial part of the total design process only.
Keywords
"Lyapunov methods","Optimization","Algorithm design and analysis","Mathematical model","Computers","Process control","Control theory"
Publisher
ieee
Conference_Titel
Experience of Designing and Application of CAD Systems in Microelectronics (CADSM), 2015 13th International Conference The
Type
conf
DOI
10.1109/CADSM.2015.7230859
Filename
7230859
Link To Document