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Astronomy
intermediate

Identification of asteroid groups in the z1 and z2 nonlinear secular resonances through genetic algorithms

V. Carruba et al. (2021)

Published
May 18, 2021
Journal
Celestial Mechanics and Dynamical Astronomy · Vol. 133 · No. 6

At a GlanceAI

Genetic algorithms are used to identify asteroid groups associated with the nonlinear secular resonances z1 and z2.

SummaryAI

The paper targets asteroid group identification specifically inside the nonlinear secular resonances z1 and z2, a regime where standard family-finding approaches can be challenging. It introduces using genetic algorithms to search for and delineate resonant groupings, aiming to separate resonance-driven structure from the background population. The result is a resonance-focused framework for mapping and cataloging asteroid groups linked to z1 and z2. This is useful for studying how nonlinear secular resonances shape long-term asteroid dynamics and the architecture of the main belt.

Method SnapshotAI

Genetic-algorithm–based clustering/search is applied to identify asteroid groupings in z1 and z2 nonlinear secular resonance space.

BackgroundAI

Familiarity with asteroid dynamics, secular resonances (including nonlinear combinations like z1 and z2), and basic clustering/optimization ideas.