Title :
On properties of a particular class of directed graphs used in stability analysis of flocking algorithms
Author :
Atrianfar, Hajar ; Haeri, Mohammad
Author_Institution :
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
Abstract :
In this paper, we present sufficient conditions to address a larger class of digraphs, including balanced ones, whose members´ Laplacian (L) makes L1L + LTL1 to be positive semi-definite, where L1 is the Laplacian associated with a fully connected equally-edged weighted graphs. This property can be later utilized to introduce an appropriate energy function for stability analysis of flocking algorithms in a larger class of networks with switching directed information flow. Also, some of their properties are investigated in the line of matrix theory and graph theory.
Keywords :
directed graphs; matrix algebra; stability; digraphs; directed graphs; directed information flow; equally edged weighted graphs; flocking algorithm; graph theory; matrix theory; stability analysis; Algorithm design and analysis; Convergence; Laplace equations; Network topology; Stability analysis; Switches; Topology;
Conference_Titel :
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4503-3
Electronic_ISBN :
1085-1992
DOI :
10.1109/CCA.2012.6402445