Abstract
In this paper we present a generic distributed weight adaptation framework to optimize some network observables of interest. We focus on the algebraic connectivity λ2, the spectral radius λn, the synchronizability λn/λ2, or the total effective graph resistance Ω of undirected weighted networks, and describe distributed systems for the estimation of these functions and their derivatives for on-line adaptation of the edge weights.
Original language | English |
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Publisher | IEEE |
Number of pages | 6 |
ISBN (Print) | 9781509018383 |
DOIs | |
Publication status | Published - 29 Dec 2016 |
Keywords
- Robots
- Eigenvalues and eigenfunctions
- Laplace equations
- Estimation
- Optimization
- Convergence
- Adaptive systems