24 Ergebnisse
Sortierung:
In: Environmental science and pollution research: ESPR, Band 31, Heft 10, S. 14537-14552
ISSN: 1614-7499
In: Environmental science and pollution research: ESPR, Band 29, Heft 20, S. 29808-29817
ISSN: 1614-7499
In: Environmental science and pollution research: ESPR, Band 28, Heft 21, S. 27193-27206
ISSN: 1614-7499
In: PNAS nexus, Band 2, Heft 4
ISSN: 2752-6542
Abstract
Spontaneous synchronization is ubiquitous in natural and man-made systems. It underlies emergent behaviors such as neuronal response modulation and is fundamental to the coordination of robot swarms and autonomous vehicle fleets. Due to its simplicity and physical interpretability, pulse-coupled oscillators has emerged as one of the standard models for synchronization. However, existing analytical results for this model assume ideal conditions, including homogeneous oscillator frequencies and negligible coupling delays, as well as strict requirements on the initial phase distribution and the network topology. Using reinforcement learning, we obtain an optimal pulse-interaction mechanism (encoded in phase response function) that optimizes the probability of synchronization even in the presence of nonideal conditions. For small oscillator heterogeneities and propagation delays, we propose a heuristic formula for highly effective phase response functions that can be applied to general networks and unrestricted initial phase distributions. This allows us to bypass the need to relearn the phase response function for every new network.
In: Environmental science and pollution research: ESPR, Band 29, Heft 56, S. 84903-84915
ISSN: 1614-7499
In: Environmental science and pollution research: ESPR, Band 30, Heft 50, S. 108538-108552
ISSN: 1614-7499
In: Computers and electronics in agriculture: COMPAG online ; an international journal, Band 202, S. 107425
In: Environmental science and pollution research: ESPR, Band 29, Heft 56, S. 85202-85210
ISSN: 1614-7499
In: Materials and design, Band 160, S. 1148-1157
ISSN: 1873-4197
In: Environmental science and pollution research: ESPR, Band 26, Heft 3, S. 2477-2491
ISSN: 1614-7499
SSRN
In: Materials and design, Band 239, S. 112796
ISSN: 1873-4197
In: Ecotoxicology and environmental safety: EES ; official journal of the International Society of Ecotoxicology and Environmental safety, Band 221, S. 112427
ISSN: 1090-2414
In: Environmental science and pollution research: ESPR, Band 28, Heft 25, S. 33355-33370
ISSN: 1614-7499
In: Environmental science and pollution research: ESPR, Band 25, Heft 19, S. 18434-18442
ISSN: 1614-7499
