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Anderson Accelerate...
Anderson Accelerated PMHSS for Complex-Symmetric Linear Systems
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- Andersson, Måns (författare)
- KTH,Beräkningsvetenskap och beräkningsteknik (CST)
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- Liu, Felix (författare)
- KTH,Beräkningsvetenskap och beräkningsteknik (CST),RaySearch Laboratories, RaySearch Laboratories
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- Markidis, Stefano (författare)
- KTH,Beräkningsvetenskap och beräkningsteknik (CST)
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(creator_code:org_t)
- Society for Industrial and Applied Mathematics Publications, 2024
- 2024
- Engelska.
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Ingår i: 2024 SIAM Conference on Parallel Processing for Scientific Computing, PP 2024. - : Society for Industrial and Applied Mathematics Publications. ; , s. 39-51
- Relaterad länk:
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https://urn.kb.se/re...
Abstract
Ämnesord
Stäng
- This paper presents the design and development of an Anderson Accelerated Preconditioned Modified Hermitian and Skew-Hermitian Splitting (AA-PMHSS) method for solving complex-symmetric linear systems with application to electromagnetics problems, such as wave scattering and eddy currents. While it has been shown that the Anderson acceleration of real linear systems is essentially equivalent to GMRES, we show here that the formulation using Anderson acceleration leads to a more performant method. We show relatively good robustness compared to existing preconditioned GMRES methods and significantly better performance due to the faster evaluation of the preconditioner. In particular, AA-PMHSS can be applied to solve problems and equations arising from complex-valued systems, such as time-harmonic eddy current simulations discretized with the Finite Element Method. We also evaluate three test systems present in previous literature. We show that the method is competitive with two types of preconditioned GMRES, which share the significant advantage of having a convergence rate that is independent of the discretization size.
Ämnesord
- NATURVETENSKAP -- Matematik -- Beräkningsmatematik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Computational Mathematics (hsv//eng)
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