Title :
Algorithm for Switching-Time Optimization in Hybrid Dynamical Systems
Author :
Axelsson, H. ; Egerstedt, M. ; Wardi, Y. ; Vachtsevanos, G.
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA
Abstract :
We consider the problem of minimizing a cost functional defined on the state trajectory of a switched-mode dynamical system with respect to the switching times. Following the derivation, in recent years, of various results concerning the gradient of the cost functional, we present a suitable algorithm, based on gradient projection, for computing local minima. Utilizing the problem´s special structure, we prove a convenient formula for the direction of descent, and apply the Armijo procedure for computing the step size. A potential extension to the optimal mode-insertion problem is discussed, and numerical examples are provided
Keywords :
optimal control; optimisation; time-varying systems; Armijo procedure; cost functional minimization; gradient projection; optimal control; optimal mode-insertion problem; state trajectory; switched-mode dynamical system; switching-time optimization; Control systems; Cost function; Differential equations; Functional programming; Nonlinear control systems; Optimal control; Piecewise linear techniques; Scheduling; Switches; Time factors;
Conference_Titel :
Intelligent Control, 2005. Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation
Conference_Location :
Limassol
Print_ISBN :
0-7803-8936-0
DOI :
10.1109/.2005.1467024