Direct MOGA optimization of touschek lifetime and dynamic aperture using fast touschek tracking

A large momentum acceptance (MA) in 4th generation storage ring light sources is paramount to obtaining a long Touschek lifetime. However, the calculation of MA typically requires computationally expensive tracking simulations thereby complicating, or even disabling, the direct optimization of Touschek lifetime using numerical optimization algorithms. Our recent development of Fast Touschek Tracking allows obtaining the MA two orders of magnitude faster than standard MA tracking, thereby enabling direct optimization of Touschek lifetime. We present an example of a Multi-Objective Genetic Algorithm (MOGA) optimization of both on-energy dynamic aperture and direct Touschek lifetime using Fast Touschek Tracking for a 4th generation storage ring.

Publication Details

Journal
DORA PSI (Paul Scherrer Institute)
Published
2025-11-05
DOI
https://doi.org/10.18429/jacow-ipac2025-mops039
Primary Topic
Semiconductor Quantum Structures and Devices
Type
article
Field-Weighted Citation Impact
0.00
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article

Direct MOGA optimization of touschek lifetime and dynamic aperture using fast touschek tracking

DORA PSI (Paul Scherrer Institute)
Semiconductor Quantum Structures and Devices
article

Direct MOGA optimization of touschek lifetime and dynamic aperture using fast touschek tracking

article en

Abstract

A large momentum acceptance (MA) in 4th generation storage ring light sources is paramount to obtaining a long Touschek lifetime. However, the calculation of MA typically requires computationally expensive tracking simulations thereby complicating, or even disabling, the direct optimization of Touschek lifetime using numerical optimization algorithms. Our recent development of Fast Touschek Tracking allows obtaining the MA two orders of magnitude faster than standard MA tracking, thereby enabling direct optimization of Touschek lifetime. We present an example of a Multi-Objective Genetic Algorithm (MOGA) optimization of both on-energy dynamic aperture and direct Touschek lifetime using Fast Touschek Tracking for a 4th generation storage ring.

DORA PSI (Paul Scherrer Institute)
Affordable and clean energy
Openalex Percentile: Top 43%
Semiconductor Quantum Structures and Devices
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