Taiwanese Journal of Mathematics

Compressed Hierarchical Schur Algorithm for Frequency-domain Analysis of Photonic Structures

Cheng-Han Du, Yih-Peng Chiou, and Weichung Wang

Full-text: Open access

Abstract

Three-dimensional finite-difference frequency-domain analyses of partially periodic photonic structures result in large-scale ill-conditioned linear systems. Due to the lack of efficient preconditioner and reordering scheme, existed general-purpose iterative and direct solvers are inadequate to solve these linear systems in time or memory. We propose an efficient direct solver to tackle this problem. By exploring the physical properties, the coefficient matrix structure, and hardware computing efficiency, we extend the concepts of grid geometry manipulation and multi-level Schur method to propose the Compressed Hierarchical Schur algorithm (CHiS). The proposed CHiS algorithm can use less memory and remove redundant computational workloads due to the homogeneity and periodicity of photonic structures. Moreover, CHiS relies on dense BLAS3 operations of sub-matrices that can be computed efficiently with strong scalability by the latest multicore processors or accelerators. The implementation and benchmarks of CHiS demonstrate promising memory usage, timing, and scalability results. The feasibility of future hardware acceleration for CHiS is also addressed using computational data. This high-performance analysis tool can improve the design and modeling capability for various photonic structures.

Article information

Source
Taiwanese J. Math., Volume 23, Number 2 (2019), 473-501.

Dates
Received: 7 May 2018
Revised: 24 November 2018
Accepted: 25 November 2018
First available in Project Euclid: 10 December 2018

Permanent link to this document
https://projecteuclid.org/euclid.twjm/1544432420

Digital Object Identifier
doi:10.11650/tjm/181113

Mathematical Reviews number (MathSciNet)
MR3936009

Subjects
Primary: 65F05: Direct methods for linear systems and matrix inversion 65Y05: Parallel computation 65Z05: Applications to physics

Keywords
partially periodic photonic structures finite-difference frequency-domain method direct solver for ill-conditioned linear systems Schur complements BLAS3 operations multithreading parallelism

Citation

Du, Cheng-Han; Chiou, Yih-Peng; Wang, Weichung. Compressed Hierarchical Schur Algorithm for Frequency-domain Analysis of Photonic Structures. Taiwanese J. Math. 23 (2019), no. 2, 473--501. doi:10.11650/tjm/181113. https://projecteuclid.org/euclid.twjm/1544432420


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