Design of Easily Synchronizable Oscillator Networks Using the Monte Carlo Optimization Method
Tatsuo Yanagita, Alexander S. Mikhailov
TL;DR
This paper presents a method to improve oscillator network synchronization by rewiring links using Monte Carlo optimization, and analyzes the statistical properties of these optimized networks.
Contribution
It introduces a Monte Carlo-based approach to optimize network topology for better synchronization in oscillator systems.
Findings
Optimized networks show significantly enhanced synchronization.
Statistical properties of optimized networks differ from initial random networks.
Rewiring improves synchronization without changing oscillator frequencies.
Abstract
Starting with an initial random network of oscillators with a heterogeneous frequency distribution, its autonomous synchronization ability can be largely improved by appropriately rewiring the links between the elements. Ensembles of synchronization-optimized networks with different connectivities are generated and their statistical properties are studied.
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